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        Interferometric Optical Testing for High Resolution Imaging in an
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1.   Wolf  Principles of Optics  7th Edition  Cambridge Uni   versity Press  1999    Y  R  P  Sortais et al  Phys  Rev  A  75  013406  2007     A  Mazouchi  Feasibility of Single Atom Imaging in an Optical Lattice   M Sc  Thesis  University of Toronto  2007    M  Greiner  amp  S  F  lling  Q amp A  Optical Lattices  Nature  453  736  2008   K  D  Nelson et al  Nature Phys  3  556  2004   D  Malacara  Optical Shop Testing  3rd Edition  Wiley  2007    E  P  Goodwin  amp  J  C  Wyant  Field Guide to Interferometric Optical  Testing  SPIE Press  2006    G  Fowles  Introduction to Modern Optics  2nd Edition  Holt  Rinehart  and Winston  1975    T  Wang  Lab Notes  2 Volumes   Summer 2008   Aberration Balancing  Melles Griot Catalog X   1 27 1 28  2005  PizelFly QE Operating Instructions  PCO  2006   M  E  Hetland  Beginning Python  Apress  2005   M  Takeda et al  J  Opt  Soc  Am  72  1  1982    D  C  Ghiglia et al  Two Dimensional Phase Unwrapping  Wiley  1998    39    
2.  Camera    which is a simulated  camera that always displays an image of an idealized cold atom cloud    e lib_pf dll  found in the subdirectory     C_interface PixelFly    and wraps  functions from the camera driver DLL in a way that can be accessed from  Python  This interface was necessitated mainly by the fact that I could  not figure out how to deal with the data type    HANDLE    from the camera  drivers directly in Python    e pixelfly_interface py  imports the wrapped functions from    lib_pf dll     and defines Python functions for them    e pixelfly_camera py  contains the definition of the camera object  which  is a set of attributes and methods  calling on the functions defined in    pix     35    elfly_interface py     Other program elements reference this camera object   so attribute and method names were kept as consistent as possible with  the corresponding Pixis camera object definition in    pixis_camera py       My contribution to PyCamera consists of the last three items  which enable  the program to control the new PixelFly cameras acquired by the lab  The     lib_pf dll    file was built in a C   project located in the      PixelFly dev lib_pf     directory on the disk included with  9   The compiled DLL file is stored in  the PyCamera program folder  with the path     C_interface PixelFly     Both     pixelfly_interface py    and    pixelfly_camera py    are stored in the root PyCamera  folder      PixelFly dev PyCamera        A 4 Interferometric Optica
3.  is to consider two such peaks  separated by a small Aw  with the left side peak at wo  gt  gt  Aw  Fig  2 5   top   This is the well known phenomenon of beating between two frequency    12    20mW    10mW    SmW    Relative optical power output       403 404 405 406 407 408 409  wavelength Ap  nm     Figure 2 4  Sharp laser diode emission spectrum at room temperature and var   ious power settings  There are multiple mode peaks in the spectrum  enveloped  by a gain profile     components     2149  gt    t cos  A t        cos wot    cos  wo   Aw t    2cos     with a slow beat frequency Aw enveloping a fast oscillation at  2w9   Aw  2   The beat frequency is Aw instead of Aw 2 because envelope maxima differ in  phase only by a  It is easy to see that our full treatment is simply an extension  of this analysis  For five equal amplitude frequency components  Fig  2 5   middle   the beat pattern becomes more complex but the underlying periodicity  remains unchanged  In the full treatment  we add a Gaussian envelope to these  five peaks  and again we observe the same underlying periodicity with a slight  change in the beat pattern  Fig  2 5  bottom     In this analysis  the individual spectrum peaks were taken to be infinitely  narrow  meaning that these individual modes have an infinite coherence length   Consequently the beat patterns depicted  Fig  2 5  also extend to infinity  and  this extension becomes truncated as we consider the broadening of the discrete  spectrum peaks  w
4.  ms  and the lack of automated image analysis capabilities  such as Gaussian fitting that are vital to experimental work in the lab     Demo Project  a sample C   project supplied by PCO for controlling the  camera  From this project  and specifically    cam_class cpp     I learned everything  about writing a DLL file in C   to interact with the camera driver  Pccam dll    The Demo Project has a video mode     Cont  Pic1    under the    Control    menu   which is useful for experiment alignment purposes  The exposure time can be  set to a precision of 1 us by changing the value of the    iExp_video    variable  defined under    CpcCam  CpcCam int board      This variable is an integer which    34    sets in microseconds the exposure time of each video frame     PF Driver  this is a test bed I wrote for accessing functions from the Pix   eFly camera drivers  Functions for one image acquisition cycle are called in  sequence with diagnostic text messages output to the command line  While  no image readout functionality has been implemented  the code does include  a timing algorithm to determine how long it takes to execute a block of code  between the lines    test startTimer      and    test stopTimer       This allows the  user to measure actual image readout times  which combine both the hardware  readout time given on p  22 of  11  and the execution time of the code  Further  details can be found by referring to Book 1  p  173 174 of  9     PyCamera  a versatile image proces
5.  sophisticated acquisition sequence  Absorption imaging  to obtain the optical density of atoms in a trap involves taking two images in  quick succession  In the first image  a probe laser beam illuminates the atoms   which absorb part of the beam  The second image is simply a reference image  of the laser beam without any atoms present  If the intensity distributions  captured by the camera are I and Ip respectively  then the optical density  OD     is defined as R  OD      In       A 1   To    36    PyCamera  Absorption imaging   Pixis Camera             _        asmo   Egemen Camere Splenng    Exponeetine  us   1  agger mode   Settee     tender od des   i      tee  here   i       DMN  Ble    162246 NoriZoncal  A    oooocooooom  mpubvavDoo            g  g            oS 0 G00 B00 100012001200       Figure A 2  An acquired interferogram is displayed in PyCamera   bottom left   Intensity distributions in the horizontal and vertical directions are displayed   and it is evident that fringe visibility here is excellent  Periodic intensity minima  are close to zero while the maxima are arranged in a Gaussian envelope  which  is expected given that the light source is a single mode fibre   right     Camera     tab contains user selections for controlling the camera     37    The reason the images must be taken in quick succession is to reduce unwanted  noise effects  For example  there are spurious fringes resulting from internal  reflections within various optical components  If t
6. 400 500 600    Figure 3 2  Fourier transform of an interferogram  using    image_2Dft m     show   ing the three characteristic peaks corresponding to the three vertical white  stripes  Note that the spectrum has been shifted to bring the zeroth order  peak to the center of the image  so the horizontal scale has been shifted such  that 300 corresponds to 0     e phase_unwrap m  performs 2D phase unwrapping on a given array    e compute_rms m  compute the standard deviation of data points in a  2D image array and outputs to the command line  This calculates the  root mean square phase distortions in the obtained phase profile     The main analysis script    analysis m    performs the required tasks in several  steps by calling the other defined functions  Before it is executed  an image  array with the name    imagel    must be loaded into the MATLAB workspace  for  example by opening one of the MATLAB image data files saved by PyCamera   The user may specify additional cropping dimensions for this image to remove  noisy edge areas  The image is Fourier transformed  Fig  3 2   and by looking at  plots of the spectrum along individual rows of the image  using    image_1Dft m       the user can isolate the side peak and define its center and width    With the side peak defined  the analysis script proceeds to calculate the  phase profile d x  y   Due to the properties of the Fourier transform  the calcu   lated phase will be restricted to the range from    r to  7  However  the 
7. Hardware Triggering    The camera can be triggered either by code in the software or by the rising  edge of a 5V pulse from an external signal generator  Camera signal timing  diagrams and further details about external triggering are given on p  21 24  of  11   The camera interacts with the external world via an unusual 26 pin  HD DSUB port on the PCI controller card  A cable converting this port to a  single BNC connector for external hardware triggering was provided by PCO     33       Figure A 1  Conversion from 26 pin HD DSUB to four BNC connectors   input   external hardware triggering   output  camera busy  CCD exposure  and image  buffer readout     In addition  a pair of conversion boxes  one for each camera  were constructed   Fig  A 1  to allow access to three additional output signals from the camera  which indicate the status of various internal processes     A 3 Summary of Camera Programs    The programs described in this section  with the exception of CamWare  which  is installed as a Windows program   can be found on the disk included with  9    in the directory      PixelFly dev     Note that because all the programs require  the same camera driver file    Pccam dll     only one can be running at a given time     CamWare  included with the software disk from PCO  Gives easy access to  camera functions and contains the useful temperature monitoring window de   scribed in   2 5  Its drawbacks include being able to specify exposure time only  to a precision of 1
8. Interferometric Optical Testing for High  Resolution Imaging in an Optical Lattice    TOUT WANG    Department of Physics  University of Toronto    Supervised by Joseph Thywissen    May   September 2008    Abstract    This report describes an interferometric optical testing project aimed at con   tributing to the construction of a high resolution imaging system for resolving  individual sites in an optical lattice  It begins with a background discussion   touching upon the relationship between optical distortions and imaging reso   lution  the motivation for imaging individual sites in an optical lattice  and  popular methods of interferometric optical testing  This is followed by a de   tailed description of the components of the actual experiment  with an extra  emphasis on the laser diode and the CCD camera  Finally  the report outlines  the Fourier transform method of interferogram analysis and presents a success   ful calculation of the wavefront distortions resulting from light passing through  various interferometer test objects     List of Figures    1 1  1 2  1 3    2 1  2 2  2 3    2 5  2 6  2 7  2 8  2 9    Wavefront Distortions Due to an Optical Window           6  Geometric Representation of Aberrations               7  Interferometer Configurations for Optical Testing           9  Overview of Experiment Components                 11  Laser Diode Pin Configuration                  0 0  11  Laser Diode Mount              2 00002 ee eee 12  Sharp Laser Diode Emissio
9. ability because a cone of light rays emitted from one geometric point  on an object can be brought to focus at another geometric point on the image   However  due to the wave nature of light  and in particular due to diffraction  effects  no imaging system can take light from one point to another  This  sets a fundamental resolution limit that depends on the wavelength of light  used  For a microscope with numerical aperture NA and light at wavelength  A  the resolution limit R is defined as the minimum separation that can be  distinguished    and the minimum value of R  called the diffraction limit  is on the order of a  wavelength of light A  A thorough analysis of image formation in microscopes  can be found in   8 6 3 of  1     But this is still in the case of perfect optical components  In practice  im   perfections in the imaging optics will cause additional aberrations in the form  of distortions to the the wavefront emerging from the source  Fig  1 1   The  full treatment of the diffraction theory of aberrations is included in Chapter 9  of  1   but for our purposes it is sufficient to appreciate that wavefront distor   tions directly impact imaging resolution  The simplest way to understand this  is to return to the geometric picture  Fig  1 2   Wavefront distortions in the    wavefronts    a  wv  a  diffraction  o     limited  source     gt     window    Figure 1 1  Illustration of how the presence of an optical window can introduce  distortions to wavefronts emergi
10. actual  phase has no such restriction  and thus may differ from the calculated phase by  multiples of 27  This is the phenomenon of phase wrapping  Fig  3 3   To de   termine the actual phase profile  the wrapped phase must be unwrapped  Along  a single axis this is simple and the method is described in  13   In the current  MATLAB implementation this has been extended to work in two dimensions  simply by unwrapping the first column  then unwrapping each row to obtain  the full 2D unwrapped phase function  Once the unwrapped phase function    24          100 200 300 400 500 600 700 800 900    Figure 3 3  Plot of the wrapped phase function calculated from the interfero   gram  The scale on the right goes from    z to  r  Note the distinct phase  jumps marked by sharp transitions between white and black  Marked regions  correspond to noisy points along the first column that will cause errors to occur  in phase unwrapping     has been computed  useful measures such as the root mean square  rms  phase  distortion can be calculated  1    A      Orms N    DL  Hy    p    Here     is the phase at each point while   is the average phase across the entire  region of interest and N is the total number of sample points     3 4 Discussion of Results    The unwrapping algorithm described in  3 3 will produce errors in the un   wrapped phase function when the original wrapped phase is too noisy  Fig   3 4   for example when there are actual phase differences of more than 7 be   tween adjace
11. al lattice  These  are elaborated upon below in two sections  experiment design and analysis  methods  I do not expect all these suggestions to be acted upon  because on the  one hand they might not be intelligent ideas  and on the other hand at some  point the interferometric optical testing experiment might work sufficiently well  that further improvements would not contribute significantly towards the overall  high resolution imaging effort  The points in each section are organized  from  my perspective  in order of priority     Improvements to Experiment Design    e A possibly significant source of noise in the current experiment is diffrac   tion from dust particles on various optics  These produce circular fringe  patterns which distort the interferogram  see  for ecample  Fig  2 8  and  increase the calculated root mean square phase distortion in the MATLAB  analysis  Currently the most significant source of these spurious fringes is  a dirty neutral density filter placed in front of the CCD camera to atten   uate the laser beam  It has been carefully cleaned but it seems that some  of the damage is permanent  Fringes due to scattering from point sources  on other optical surfaces can be cleaned up by spatial filtering with a lens  and pin hole combination in front of the camera    e Improved beam quality will allow phase distortion calculations to be done  on a larger interferogram area  Currently the interferogram has its noisy  edges cropped  because phase unwrappin
12. an optical window inserted in one of the  arms   right  The Fizeau interferometer contains all the optics in a single arm   and relies on single reflections from the reference and test objects to form the  two interfering beams     negligible effect on the overall interferogram  The main disadvantage of this  configuration is that another mirror is required along the optical path beyond  the test object  If the interferometer is used to test distortions due to a vacuum  deflected window  see   3 4 of  3    it would not be feasible to place another  mirror within the vacuum chamber itself because proper alignment would be  difficult  to say the least    On the other hand  the Fizeau interferometer is ideal for vacuum testing  because the final element along the optical path is the test object itself  The  reference beam  obtained from a single reflection from the reference object  in   terferes with another reflected beam from the test object  Immediately a major  problem becomes apparent   each object  assuming they are flat  produces two  reflections from each of its two surfaces  This gives four interfering beams  not  two  Experimentally  two obvious solutions exist  One is to coat the object  surfaces so that one of the two surface reflections becomes dominant  The other  solution is to place the two objects very close together  and use a low coherence  length light source such that the only two reflections capable of producing in   terference are those from the two adjac
13. avefront distortion involves a parameter known as the Strehl  ratio  see   9 1 of  1  and   3 2 of  3    The Strehl ratio is defined as    I    Ia Ip    In this definition we consider the diffraction pattern of light from an idealized  point source after passing through some optical system  Jo is defined as the          Figure 1 2  Geometrical representation of aberrations in an optical system   left   Consider a cone of light rays emerging from a point source   right  Suppose that  the presence of an optical window after the point source introduces spherical  aberrations into the system  meaning that light rays emerging from different  points on the window have their apparent foci at different locations along the  optical axis when traced back  Since this apparent source of light rays is no  longer a geometric point  the resolution of any image formed from the distorted  light rays will obviously suffer     peak intensity in the Airy pattern for perfect optical components  while Iq is  the measured peak intensity for the actual distorted wavefronts  As the central  spot size of the diffraction pattern increases  the resolution limit also increases   but the peak intensity must decrease to conserve power  Thus  if J    1 then  the system is at the resolution limit described in Equation 1 1  As the Strehl  ratio I  decreases from this maximum value of 1  the resolution limit of the  optical system increases  In the case of small wavefront distortions  the Strehl  ratio J  can 
14. be related to the root mean square wavefront distortion Arms by  Equation 24 in   9 1 of  1     Ixi   Ar  1 2   A popular standard for imaging quality is the Marechal criterion  which requires  I   gt  0 8 or correspondingly Adpms  lt  4 14    The preceding discussion demonstrates that the root mean square measure  of wavefront distortion A  ms can be meaningfully related to imaging resolu   tion  This makes it a superior measure of optical quality compared to peak to   valley  P V  wavefront distortion  because an imaging system with higher P V  distortions can still be superior to another with lower P V distortions if the  larger amplitude distortions are isolated to small regions of the wavefront  The  section on the    Star Test    in  6  presents a visual test of optical quality using  the Strehl ratio which does not require the calculation of the root mean square  phase distortion Arms     1 2 Imaging Single Atoms in an Optical Lattice    An optical lattice is formed by interfering pairs of laser beams to create a stand   ing wave  Since atoms interact with electromagnetic fields through dipole forces   an optical lattice is basically a periodic potential for atoms  An overview of the  motivations behind studying atoms in optical lattices can be found by referring  to  4   The attraction of working with optical lattices is that they effectively  simulate a simple condensed matter system  On the other hand  experimental  parameters in optical lattices can be controlled m
15. belled by LD  PD and G     L    refers to  the laser diode while    P    refers to the photodiode     A    means    anode grounded     while    C    means    cathode grounded              2 2 Laser Diode Spectral Characteristics    The laser diode from Sharp is longitudinally multimode  with its emission spec   trum consisting of closely spaced peaks over a range of about 1 nm and enveloped  by a gain profile  Fig  2 4   We can estimate the coherence length according to    3 6 of  8    Avt   amp  1    where Av is the frequency linewidth and Te is the coherence time  From this   and assuming a linewidth of 1 nm  the coherence length is less than 1 mm  This  sets a strict limit on the alignment of the optics  because if the optical path  difference  OPD  of the interfering beams exceeds this coherence length  we will  not observe clear interference fringes    However  further analysis reveals that the question of laser diode coherence  requires a more sophisticated answer  because the width of the gain profile  enveloping the multiple emission peaks is not a good approximation for the  linewidth used in the previous calculation  which comes from considering the  broadening of a single mode line    If we instead treat the spectrum more accurately as a series of regularly  spaced peaks in frequency with a gain profile that we will assume to be Gaus   sian  we arrive at different conclusions for laser diode coherence that are exper   imentally verified  To begin  the simplest case
16. diode power with the attenuation filter removed   Decisive measurements were taken after a good quality beam was obtained out  of a coupled fibre  and a large area photodiode was substituted for the power  meter  The results  summarized in Book 1  p  157 of  9   revealed reflectivities  that were virtually indistinguishable  However  the New Focus 5100 mirrors  seemed to perform marginally better  and coupled with the fact that its high  reflectivity plateau is centered around 405 nm rather than bordering on it  this  mirror was selected as the winner     2 4 Remaining Optical Components  Following the optical path depicted in the experiment overview  Fig  2 1   light    from the 405 nm laser diode is sent through an optical isolator to shield the  laser against back reflections from optical components along the beam path  To    15    Power  mW              0 00 0 05 0 10 0 15 0 20 0 25 0 30 0 35 0 40 0 45  Relative Position  inches     Figure 2 6  Scan across the power meter active area at constant laser diode  power revealed significant variations caused by damage to the attenuation filter   Such non uniformity makes it challenging to perform power measurements for  mirror reflectivity and other tests     improve the laser diode beam shape  light is coupled into a single mode optical  fibre  Beam quality is crucial for interferometry  because fluctuations in the  intensity profile of two interfering beams should come from phase differences  between the beams rather than dis
17. ee bb bob ays  2 6 Early Experiments               0 5 50  e ee eee    3 Interferogram Analysis  3 1 Survey of Popular Approaches    ooo aa  3 2 Fourier Transform Method                    04   3 3 Implementation in MATLAB                       3 4 Discussion of Results      oaoa a a  3 5 Possible Errors in Interferogram Analysis                  4 Future Directions    A PixelFly Camera Notes  A 1 Software Installation Issues      o oo a  A 2 Hardware Triggering      oaa a  A 3 Summary of Camera Programs     aaa a  A 4 Interferometric Optical Testing                 0    A 5 Imaging of Trapped Atoms                  204     Bibliography    21  21  22  23  25  27    30    Acknowledgements    I had the pleasure of interacting with each member of the group over the course  of the summer  Marcius repeatedly provided useful advice in matters of camera  programming  Dylan and Dave  the two graduate students in this half of the  lab  continuously challenged me with thought provoking questions about what  I was doing  Although Jason  Lindsay  and Alma spent most of their day next  door  I had to call upon each of them at one time or another  whether it was  about finding a missing optical component or asking how to go about setting  up new pieces of the experiment  Julie and Michael were my fellow summer  students  and the rapport between the three of us made lab work more enjoy   able  Both of them have the privilege of continuing their efforts towards an  undergraduate thesis  I   
18. ent surfaces  Unfortunately it was not  possible to implement either solution in the project  However    2 6 does contain  some brief descriptions of experimental attempts at doing interferometry in the  Fizeau configuration     Chapter 2    Experiment Components    This next chapter will provide detailed descriptions of the components of the  interferometric optical testing experiment  Fig  2 1   These are used to set up  an interferometer in the Twyman Green configuration  although some attempts  at realizing the Fizeau configuration are also mentioned  The test wavelength  is 405 nm  which is on the violet end of the visible spectrum  It was chosen to  coincide with the planned imaging wavelength in the optical lattice experiment   3   Laser diodes at this wavelength are a fairly recent development  so I have  included a thorough discussion of issues involved in powering the diode as well  as careful considerations of its emission properties  which are important towards  interferometric optical testing     2 1 Powering a 405 nm Laser Diode    The light source for the experiment is a Sharp GH04020A2GE laser diode with  emission wavelength around 405 nm and output power of 20 mW  This diode  sits on a ThorLabs LDM21 laser diode mount  which contains a thermo electric  cooler  TEC  to regulate the laser diode temperature  The laser diode pin  configuration  Fig  2 2  is a nonstandard one  and is not compatible with the  interface sockets on the LDM21  Fig  2 3  regardless of 
19. ertically aligned   Alternately one could include a simple MATLAB array rotation function in the  analysis script to rotate the fringes until they are completely vertical    The other source of error is more subtle but can be easily corrected  The  analysis algorithm in 83 3 requires the user to define the center of the side peak  by examining plots of Fourier transforms along rows in the interferogram  It is  possible that a mistake will occur  and the center of the side peak will be defined  at w     wo   we instead of wo  with we being the frequency error  Following the  steps described in   3 2  when the side peak is shifted back it will be displaced  by we from the origin  and upon Fourier transforming back to recover c x  y  the  result is instead c   x  y    exp iwex c x  y   The extra factor ezp iwex  comes  from the relationship between Fourier transformed pairs  where a translation of  one leads to an imaginary exponential factor in the other  Now  if we substitute  the original expression for c x  y  we have    c   2 y    Zole  y enplion  2 9     where    1 z y       a y    wex  This clearly implies that an error in defining  the side peak will result in a large phase gradient in the x direction     29    Chapter 4    Future Directions    There are still many areas in which efforts can be made to improve the current  interferometric optical testing method  bringing the overall experiment closer to  its goal of high resolution imaging of individual sites in an optic
20. g beams are derived  from a single light source  and we place an optical component in the path of  one of the beams  the resulting interference pattern becomes a measure of the  wavefront distortions introduced by the component under testing  Two good  references for interferometric optical testing are  6  and  7   I will not describe  the basic concepts that are already clearly explained in these books  Instead  I  will comment on some of the practical issues surrounding the common interfer   ometer configurations  Fig  1 3     The Twyman Green interferometer is perhaps the most familiar configura   tion because it is simply a modified Michelson interferometer  The beam with  the distorted wavefront is formed by light transmitted through the test object   reflected by the end mirror and then transmitted through the test object a sec   ond time  For a transparent component such as an optical window  the final  beam intensity is close to the original intensity  meaning that spurious interfer   ence patterns formed by internal reflections within the test object itself have    mirror beam          termination  H test  mirror beam object ET beam    H    splitter    splitter      4     output Pe eee    4   gt  output  1 beam beam  I  test   input reference   input  object beam object beam    Figure 1 3  The two most common interferometer configurations for optical  testing   left  The Twyman Green configuration is basically a Michelson inter   ferometer with a test object such as 
21. g would not succeed otherwise   This  unfortunately  limits the cross sectional area of the optical compo   nent that can be analyzed for wavefront distortions  The main improve   ment to beam quality should come from a better alignment of the beam  expansion telescope       30    e Different geometries  such as the Mach Zehnder configuration  can be at   tempted  Both of the current geometries  the Twyman Green and the  Fizeau  cannot produce a beam that traverses exactly the same optical  path as would be the case for imaging in an actual lattice   namely  a  single transmission through all optical components in the imaging system  to the camera  The Mach Zehnder is the only common interferometer  configuration that can test distortions due to single transmission through  an optical component  However  it is a challenge to align  especially given  the phenomenon of periodic fringe visibility observed for our light source    e Along a similar line of thought  to test for distortions in a set up that  mimics the actual optical lattice imaging system as closely as possible   it might make sense to focus the beam down using a large NA lens and  then pass the beam through an optical window shortly after the focus   Of course the lens will introduce additional spherical aberrations to the  beam  but this will be present in both of the interfering beams  while  the final interferogram will only capture differences between them  Also   approaches for testing components other than f
22. hase  distortions  Equation 3 1 can be rewritten as    g x y    a x  y    c x  y exp iwor    c   x  y exp    iwox   3 2     1  c z y    zbe  yexplio a  y    If we take the Fourier transform in x of Equation 3 2 we get    where the capitalized letters denote the corresponding Fourier transformed func   tions  Now comes a key assumption  suppose that spatial variations of a x  y    b x  y  and    a  y  are slow compared to the spatial frequency wo of the underly   ing fringes  This means that the frequency space widths of A w  y  and C w  y   are small compared to w     and we see that the plot of Equation 3 3 would consist  of three separate peaks  Fig  3 1     If we then apply a bandpass filter to isolate C w     wo y   followed by a  shift of    wo  we recover C  w  y   which can be Fourier transformed back to give  c x y   If we now apply the logarithm function    Inle x  y     Inl5b 2      iole  y     which suggests how the phase information can be extracted    p z  y    Im in c a  y     3 4     Clearly  this outlined method rests crucially on the assumption that spatial  variations of a x  y   b x y  and    x y  are slow compared to wo  As a result   this method of analysis is inappropriate for interferograms with high levels of    22    A a  y     C        y  C       y         00 Oo    Figure 3 1  Three separate peaks in the Fourier transformed spectrum of an  interferogram  The two side peaks are symmetrical about the origin  and contain  information about the phase dis
23. hase profile across the entire region of interest   The 600 pixel width corresponds to about 2 3 mm of transverse beam area    microscope slide and a thick vacuum window have Arms equal to 0 91 and 0 18  waves respectively  The region of interest in all these cases is a square of 600  pixels in length  which corresponds to approximately 2 3 mm of the transverse  beam area  A full record of these tests can be found in Book 2  p  89 101 of  9     It is interesting that the thick vacuum window shows less evidence of wave   front distortions compared to the expensive high quality sapphire window  On  the one hand  this could be due to the fact that the sapphire window is ex   tremely thin  making it much more difficult to produce low distortion surfaces   On the other hand  the distortion measurements in this report were performed  using a collimated beam at normal incidence on the window  As mentioned  in   1 1  greater distortions due to spherical aberrations in the thick vacuum  window would have been observed for an incident beam with a larger NA  and  these distortions will certainly be relevant to the actual high resolution imaging  system  Two other pieces were also tested   another sapphire window of lower  quality and a crude piece of transparent plastic   but both plots of the wrapped  phase showed significantly more distortions compared to the other test objects   and were too noisy to be unwrapped in the given region of interest     3 5 Possible Errors in Interferogra
24. he time between exposures  is short enough that the fringes do not shift significantly  this depends on the  frequency of mechanical vibrations in the system and should be less than 1 ms   which is far shorter than typical CCD camera readout times   then the compu   tation for OD in Equation A 1 will cancel out any intensity variations due to  these fringes    The previous camera model used to image atoms in this way was the Pixis   It had a    kinetics mode    to get around the limitation of CCD readout time  and enable fast double exposures  The CCD chip would be divided in the  vertical direction into regions of equal height  and only one of these regions  would actively acquire images  The others act as image buffers  and after one  image is taken  the charges are quickly shifted to a buffer region to allow a  second exposure to occur  This    kinetics mode    is fast because shifting charges  between areas of a single CCD chip can be done much more quickly than charge  readout from the entire chip into a memory buffer    The PixelFly camera does things a little differently  It has an interline CCD  architecture  meaning that for every line of active imaging pixels  there is a  corresponding line of masked pixels whose sole task is to be a temporary image  buffer  The image readout process occurs via first shifting charges from the  active to the masked pixels  and then reading out to an actual memory buffer   As with the Pixis camera  charge shifting can occur very quick
25. here are three important pieces of documentation for the  camera    e PixelFly Operating Instructions  2006 version directly from PCO  11  is  more in depth than the 2002 version from Cooke which is included on the  CD accompanying the camera     e PCO Camware User   s Manual  which describes the features of the default  image processing software from PCO    e PixelFly Software Development Kit  which contains detailed instructions  about how to write code to interface with the camera hardware drivers    Camware  in particular  contains a useful    Camera Control    window which  can display the CCD electronics temperature  The PixelFly camera does not  contain an active cooling system  and is designed to shut down if the CCD  temperature exceeds 65  C  this is not in the manual  but is given in the online  FAQ   s for the PixelFly VGA   the less sensitive version of the QE   The camera  begins to warm up as soon as it is powered  even if it is not acquiring an image   and typical temperatures when powered but dormant for extended periods of  time are 53  C for the unit with serial number 270 XD 13933  and 48  C for the  unit with serial number 270 XD 13934  Significant changes to these steady state  temperature levels might indicate the onset of camera hardware failure    In addition to the software provided by PCO  the camera has also been made  to work with various programs written within the lab  For example  the inter   ferogram analysis method described in Chapter 3 requ
26. hich are a set  of functions that describe the interferogram appearance resulting from various  types of aberrations such as tilt  defocusing and astigmatism  More in depth  descriptions of these polynomials can be found on p  24 29 of  7  and in Chapter  13 of  6   The coefficients obtained in this fit are an indication of the amount of  aberration of each type present in the optical component under test  and this can  then be transformed into a measure of phase distortion  However  complicated  fringe finding algorithms are required to define the locations of fringe centers  in an interferogram order to map the distortions in the fringe pattern  The  supplementary disk that comes with  6  contains a program which can generate  interferograms according to user specified Zernike polynomial coefficients  This  is also installed in the      OpticsTesting Interferogram    directory on the disk  included with  9   and it is useful for getting a sense of how various distortions  affect the appearance of interferograms  Unfortunately it cannot do the reverse    Another approach is known as phase shifting interferometry  PSI   It is ex   plained in detail on p  32 42 of  7  and Chapter 14 of  6   Ideally it would  be possible to compare two interferograms   one with the optical test compo   nent in place and one with empty interferometer arms   and extract the phase  distortion information from the changes in intensity at each point of the two  corresponding interferograms  Practica
27. hich reduces the coherence lengths of the individual emission  modes  Clearly  then  coherence length depends more on the linewidths of the  individual spectrum peaks than the shape of the overall gain profile  meaning  that the coherence length of our Sharp laser diode is orders of magnitude greater  than the 1 mm estimated at the start of this section  This bodes well for using  such a light source for interferometry     13       Figure 2 5  Analysis of laser diode coherence in Mathematica  Functions com   posed of sums of cosines at the indicated frequencies are plotted to examine  their behaviours  For simplicity the phase of each cosine was set to zero  and  Aw w   1 400   top  Two equal amplitude spectrum peaks showing the clas   sic beating phenomenon   middle  Five equal amplitude peaks   bottom  Five  peaks in a Gaussian envelope     Looking at the behaviour of the laser emissions we are studying  Fig  2 5   it  is also apparent that if two such beams undergo interference with one another   the greatest fringe visibility is achieved when the envelope maxima overlap  As  the OPD between the two interfering beams is changed  this overlap will be  periodic at the beat frequency Aw  and likewise for the fringe visibility  This  periodicity of the fringe visibility is experimentally observed in   2 6    The phenomenon of periodic fringe visibility suggests another solution to the  problem of multiple spurious reflections in a Fizeau interferometer described in   1 3  Assu
28. ires images to be saved  in a MATLAB file format  and this is done with an image processing program  written in Python  Additional notes about the PixelFly camera  including de   tailed instructions for its use in both interferometric optical testing and imaging  of trapped atoms  are included in Appendix A    It is important to be careful not to damage the camera by exposing it to a  focused laser beam  As a safeguard  a negative lens has been placed in front of  the camera  Fig  2 7  to gently expand any incident beam  Also  an attenuator  in the form of a neutral density filter is present to further protect the CCD  chip from overexposure  Finally  a movable positive lens in front of the camera  allows adjustments to the size of the beam at the image plane of the camera     2 6 Early Experiments    In this section I will describe some of the earliest experimental work with the  Twyman Green interferometer  This mainly involved observing interferograms  qualitatively for properties such as fringe visibility and distortion  A more  sophisticated and quantitative analysis method for extracting phase information  from these interferograms can be found in Chapter 3     17    neutral density filter positive lens                  negative lens              C mount to  SM1 adapter    Figure 2 7  A C mount to SM1 adapter is used to change the PixelFly camera  thread to that of the ThorLabs lens tubes  A neutral density filter and a negative  lens are attached to the camera body  A 
29. isual inspection  of the wrapped phase function might be sufficient    32    Appendix A    PixelFly Camera Notes    In this Appendix I will provide instructions for how the PixelFly camera is to  be used in the lab  The camera has been programmed and tested for use in  both interferometric optical testing and imaging of trapped atoms     A 1 Software Installation Issues    A number of difficulties were encountered with software installation at the start  of the summer  The lab   s main image processing program is written in Python   using a specific version called the Enthought Python Distribution  EPD  which  includes a large collection of scientific computing libraries  Many of the library  references included in the program code turned out to be obsolete  with endless  errors arising when the program was executed with the newest version of the  EPD  The implemented solution was to install exactly the same version of the  EPD and its various associated libraries as was used when programming work  first began back in 2006  These install files can be found on the disk included  with  9   in the directory      PythonInstall       Another issue that came up was a    WindowsError     encountered when Python  attempted to load the DLL file written in C   to interface with the camera  driver DLL  This can be resolved by installing Microsoft Visual Studio 2005 on  the system  If the error persists  it might also be necessary to recompile the  DLL file on the local computer     A 2 
30. l Testing    As mentioned in Appendix A 3  for initial interferometer alignment it is best to  use the Demo Project from PCO  because it is written in C   and can achieve  fast frame rates  whereas PyCamera can only manage two or three frames per  second even when analysis algorithms are disabled  Once it is clear that the  camera is capturing an interferogram of sufficient quality  the user can switch  to image acquisition using PyCamera  Fig  A 2     The camera should be set to single exposure with software triggering  Also   in the    Acquisition    tab the    Save images    box should be checked  This will  bring up a window for the user to specify the folder and file name under which  the images will be saved  PyCamera will append both a four digit index and  the MATLAB extension     mat    to the specified path  At this point  activating  the    Toggle    button will produce a set of MATLAB files corresponding to each  image acquired  Each file  when opened  will contain at least two image arrays     imagel    and    image2     The second of these is simply a blank image in the  single exposure mode of operation  so only    imagel    needs be imported into  the MATLAB workspace  Analysis of this imported interferogram image then  proceeds as outlined in   3 3     A 5 Imaging of Trapped Atoms    The main difference between using the PixelFly camera to image trapped atoms  and using it to capture interferograms is the fact that absorption imaging of  atoms requires a more
31. lat windows are offered in   6  and  7     e Using a single mode laser source can avoid the issues caused by periodic  fringe visibility  and possibly open up new possibilities for interferometer  configurations  However  narrow linewidth  long coherence length light  sources are typically not used for interferometric optical testing because  they will introduce more spurious fringes from internal reflections within  various optical components    e A Geller MRS 5 optical target consisting of high density bar and square  patterns was acquired during the course of the summer for testing of imag   ing system resolution  However  the project did not proceed that far  but  the components are in place to test the change in pattern contrast when  illuminated by light which then passes through various optics such as vac   uum windows and lenses  The PixelFly camera can be used to capture  an image of the optical target pattern  and this can then be analyzed in  MATLAB in much the same way that the interferograms were studied    Improvements to Analysis Methods    e Currently  the calculations for root mean square wavefront distortions in   troduced by the optical components under testing do not subtract the  underlying phase variations of the empty arm interferometer  which is on  the order of 4 10  It would be a simple extension of the current analysis  algorithm to subtract the two unwrapped phase functions  one being that  of the test object and the other corresponding to the empt
32. lly  however  this does not work  because  of the unavoidable non uniformities in the source beam of light  PSI solves  this problem by shifting the phase of one of the two interfering beams by known  amounts using  for example  piezoelectric crystals  A minimum of three such in   terferograms are taken  and these can be analyzed to extract information about  the phase  This proposal is obviously complicated by the need for piezoelectric  crystals to generate well defined shifts  A simpler method exists for extracting  the phase profile of light passing through the optical testing component using    21    only a single interferogram  This is known as the Fourier transform method of  interferogram analysis     3 2 Fourier Transform Method    The Fourier transform method of interferogram analysis is a remarkable method  of extracting phase information that does not involve either fringe finding or  phase shifting  The basic theory presented here closely imitates the approach  of the original paper  13   The method is also explained on p  43 of  7  and in    14 14 5 of  6     A 2D interferogram consisting of phase distortions on top of straight fringes  in the horizontal direction can be described by    g x y    a x  y    W x  y coslwox    zx  y    3 1     where a x y  represents the background and b a y  takes into account non   uniformities in the interfering beams  The spatial frequency of the fringes is  determined by wo while    x y  is the term corresponding to the added p
33. ly while charge  readout to a memory buffer consumes most of the image acquisition time  To  take two images in quick succession  the first exposure occurs  and while the  charges from this first image are in the buffer pixels being read out  the active  pixels are exposed again for the second image  A key limitation is the fact  that the exposure time of the second image cannot be independently specified    it must be equal to the time it takes to read out the first image  Thus  actual  exposure times must be determined externally through the timing of probe laser  beam pulses  Further description of this special mode of operation can be found  by referring to p  23 of  11     In the PyCamera interface  Fig  A 2   setting up the camera to take two  shots with either type of trigger signal and    Dual Trigger      0 will enable this fast  double exposure mode of image acquisition  With hardware triggering and    Dual  Trigger      1  the PixelF ly camera can also take two slow single exposures defined  by two external trigger pulses  The purpose of this slower double exposure mode  of operation is to enable absorption imaging tests of a magneto optical trap  in  which atom dissipation times are long enough that no real advantage is gained  by taking fast double exposures  Performing two single exposures  on the other  hand  allows much greater control over the timing of each individual image     38    Bibliography    N DD oO A       10  11  12  13  14          M  Born  amp  E
34. m Analysis    There are two obvious possible errors that can occur in using the interferogram  analysis algorithm described in   3 3  First of all  Equation 3 1 assumes that  the underlying straight fringes are in the x direction  If the interferometer is  misaligned and the fringes are tilted  it is clear that the calculated phase function    27                      4 L 1 l L  0 100 200 300 400 500 600    Figure 3 7  Plot of data points along the center row  300  in the wrapped phase  function  Fig  3 5   The horizontal scale is the pixel number while the vertical  scale is the phase  A width of 600 pixels corresponds to approximately 2 3 mm  in the transverse beam area  A clear phase jump between 7 and    7 is observed  between pixels 500 and 600              0 100 200 300 400 500 600    Figure 3 8  Plot of data points along the center row  300  in the unwrapped  phase function  Fig  3 6   The horizontal scale is the pixel number while the  vertical scale is the phase  A width of 600 pixels corresponds to approximately  2 3 mm in the transverse beam area     28                100 200 300 400 500 600    Figure 3 9  The effect of errors in defining the side peak is demonstrated in  comparison to the original wrapped phase function  Fig  3 5   Note that this  wrapped phase function shows a significant gradient in the x direction     will have a large gradient in the y direction  It seemed to be sufficient during  this project to simply make sure visually that the fringes are v
35. m also grateful to Alan for the occasions when he took  the time to explain to me how one should do electronics work properly  Final  thanks go to Joseph  for challenging me with this project  teaching me numerous  experimental skills that will no doubt serve me well as a graduate student  and  allowing me to turn part of his lab into an optical testing experiment    This work was funded by the Natural Sciences and Engineering Research  Council of Canada  NSERC      Introduction    I had several goals for my final summer prior to starting graduate school  I  wanted  of course  to have as much fun as possible before the inevitable pressures  of studying for a Ph D  I thought it might also be a good idea to keep my mind  sharp by doing an interesting research project  and so I tried  with obvious  success  to get a position in the Ultra Cold Atoms Lab led by Joseph Thywissen   Finally  I decided that it would be to my advantage if I could get some practice  with computer programming over the summer months  because it had been  a while since I had thought seriously about programming problems and these  skills will no doubt be vital to doing physics research  In the end  it turned out  to be a minor miracle that I was able to accomplish all these goals with the  work described in this report  because at first glance they would appear to be  mutually exclusive    The remainder of this report presents my two main contributions to the  experimental efforts in the lab  First  as the 
36. ming that the internal reflections within each individual optical com   ponent interfere with low fringe visibility due to a non ideal OPD  the separation  between the two objects can be adjusted to maximize interference fringe visi   bility between reflections from the surfaces of interest  However  experimental  measurements  described in   2 6  showed that the spurious internal reflections  produced fringes that were already highly visible  meaning that this proposed  solution would not work     2 3 Dielectric Mirrors    Before I describe the remaining optics in greater detail  it is worth mentioning  the decision involved in the choice of mirrors for the experiment  Three dielectric  coated candidates were considered   ThorLabs E01  E02  and New Focus 5100   From the theoretical reflectivity plots  Book 1  p  110 112 of  9  and also  the online catalogs  the high reflectivity plateau shifts to higher wavelengths  as the angle of incidence goes to 0    Since 405 nm is already at the short  wavelength end of the E02 coating range  the decision was made to acquire only  the ThorLabs E01 and the New Focus 5100 mirrors for testing    The actual measurements of mirror reflectivities unearthed further compli   cations due to non uniformities across the active area of the power meter in the  lab  Fig  2 6   This is a consequence of damage to the attenuation filter on the  power meter  and for comparison see Book 1  p  146 149 of  9   where measure   ments were taken at low laser 
37. n Spectrum                 13  Coherence Considerations              000 000004 14  Power Meter Non uniformity                  0   16  Beam Shaping Optics Prior to the CCD Camera           18  Demonstration of Varying Fringe Visibility              19  Mounting Optical Components for Testing               19  Fourier Spectrum of the Transformed Interferogram         23  Fourier Transform of an Interferogram in MATLAB         24  Plot of the Wrapped Phase Function                  25  Error in Phase Unwrapping                  200  26  Wrapped Phase Function in a Smaller Region of Interest        26  Successful Unwrapping of a Phase Function              27  Plot of a Single Row in the Wrapped Phase Function         28  Plot of a Single Row in the Unwrapped Phase Function       28  Effect of Errors in Defining the Side Peak            02   29  PixelFly Camera Interface Box                00   34  PyCamera User Interface             0 2   0 0 000  37    Contents    Acknowledgements  Introduction    1 Background  1 1 Effect of Wavefront Distortions                 0 0   1 2 Imaging Single Atoms in an Optical Lattice          02    1 3 Interferometric Testing Methods                       2 Experiment Components  2 1 Powering a 405 nm Laser Diode                 002   2 2 Laser Diode Spectral Characteristics                   2 3  Dielectric    Mirrors  a  wa ee be ee Be eek Pe ee A  2 4 Remaining Optical Components                0    2 53    CGD Camera murre Soe Oe ddd 4G RE d
38. n the  interferometer   left  A microscope slide was taped to a mirror mount   middle   Sapphire windows of suitable size can be inserted in a ThorLabs LMR05 lens  mount   right  A vacuum window in its flange is held in a large lens mount     19    lent to that of a Fizeau interferometer  These are recorded in Book 2  p  21 22   27  33 36 and 39 of  9   While the aim was to observe interference between one  reflected beam from each of the two optical components  a test object and a  reference object  experimentally the reflections from the two surfaces of each  individual object already produced strong interference fringes  This problem   which was anticipated in   1 3  made it impossible to use this interferometer  configuration to extract any sort of information about the wavefront distortions  due to the test object    While a working Fizeau interferometer is crucial to measurements of vac   uum window distortions under a pressure differential  the decision was made  to continue onwards to devising interferogram analysis methods using the more  successful Twyman Green configuration  with the knowledge that such methods  would also be applicable to the Fizeau interferometer as well once the experi   mental obstacles of this configuration are overcome     20    Chapter 3    Interferogram Analysis    3 1 Survey of Popular Approaches    There are a number of approaches to the problem of interferogram analysis   One is to fit the obtained interferogram to Zernike polynomials  w
39. ng from a diffraction limited point source  When  traced back  the apparent source of these distorted wavefronts is no longer a  diffraction limited point    form of  for example  spherical aberrations will increase the apparent size of  the source from a geometrical point to some finite spot  Interestingly  in the  case of spherical aberrations there is a    circle of least confusion     which is the  minimum such spot size along the optical axis  see p  238 of  1    The location  of this circle of least confusion is off focus  meaning that if an imaging system  contains spherical aberrations  its resolving ability may be improved by going  slightly out of focus  this has been experimentally applied in the imaging of a  single atom in an optical dipole trap  2      It is obvious how this simple geometric understanding of the effect of aberra   tions on imaging resolution can be extended when considering the wave proper   ties of light  If perfect wavefronts from a diffraction limited point are distorted   Fig  1 1   the geometric light rays which represent the direction of propagation  of the distorted wavefront no longer trace back to an apparent source that is a  diffraction limited spot  Our resolution limit R will then increase  which means  that the resolution of the imaging system has become worse    Thus far  the explanation of how wavefront distortions affect imaging res   olution has been an intuitive one  A quantitative measure of the dependence  of resolution on w
40. nt sample points  The current solution is to simply restrict the  region of interest to a smaller  less noisy area  Other highly complicated phase  unwrapping algorithms exist to properly unwrap phase functions in the presence  of such noise  14     After decreasing the region of interest and repeating the analysis from the  beginning  the unwrapped phase profile becomes a smooth function  Fig  3 5    3 8   The sample that has been tested in this case is a high quality sapphire  window  SCD2889 02A   and the calculated Ad  is 0 27 waves  Note that the  underlying phase distortions in the empty arm interferometer due to imperfec   tions in the optics gives a base A  rms of about 0 15 waves  For comparison  a    25    100    200    300    400    500    600 f       700  100 200 300 400 500 600 700 800 300    Figure 3 4  Example of errors in phase unwrapping  The unwrapped phase  function contains several distinct discontinuities in the vertical direction that  are the result of excessive noise at points along the first column of the wrapped  phase  Fig  3 3      100  200  300  400    500       600      100 200 300 400 500 600    Figure 3 5  Plot of wrapped phase function  Fig  3 3  in a smaller region of    interest  The noisy points along the first column of the previous plot are no  longer present     26    200    300    400          600 e  100 200 300 400 500 600    Figure 3 6  Successful unwrapping of the previous phase function  Fig  3 5    resulting in a smoothly varying p
41. separate  movable positive lens can be  positioned to determine the beam diameter at the image plane of the camera     One of the first measurements was to test whether fringe visibility behaves as  described in   2 2  In Book 1  p  160 of  9  the recorded results show that fringe  visibility is indeed periodic  reaching consecutive maxima as the interferometer  end mirror was translated by 1 5 mm  which corresponds to an OPD of 3 0  mm  Some brief calculations outlined shortly thereafter on p  185 gives an  estimate of the wavelength separation between modes as A       0 05 nm  the  general approach is to assume that the envelope period is the same as in the  two frequency beating case   From the Sharp laser diode output spectrum at  20 mW  Fig  2 4  top  we can estimate that there are about 12 peaks over a  0 6 nm range  by counting peaks and measuring their range relative to the given  scale   This gives a mode separation of about 0 055 nm  which compares very  favourably to the previous computed value    Experimental efforts also demonstrated qualitatively the predicted variations  in fringe visibility with OPD  For example  the fringe visibility changes depend   ing on whether the interferometer arms are empty  Fig  2 8   For a window  of thickness d and index of refraction n  the OPD introduced after each pass  is  n     1 d  which can be much larger than a wavelength  take for instance  d    1mm and n   1 5   This means that using our Sharp laser diode as the  light so
42. sing tool written in Python by Gael Varo   quaux and updated by Marcius Extavour  I learned Python by reading  12    which is available online through the University of Toronto Libraries  The main  disadvantage of Python its inefficiency   tasks that can be performed effortlessly  in C   cause noticeable delays in Python  On the other hand  because it is such  a high level language  it is excellent for programming graphical user interfaces   Those who first encounter PyCamera might be confused by various snippets of  code  The program uses a library called TraitsUI  which allows the programmer  to focus on designing attributes and methods of each object  while TraitsUI  automatically generates the appropriate user interface  Also  references to a     kinetics mode    correspond to a Pixis camera feature that the PixelFly does  not have  See Appendix A 5 for more details about this  Important parts of  PyCamera are as follows    e pycamera py  the core of the PyCamera program  This file is executed  to run PyCamera  An alternate    pycamera_fast py    is a stripped down  version of    pycamera py    with no analysis capabilities  This decreases the  time it takes to go through an image acquisition sequence  although the  program is still limited to about two or three frames per second    e experiment py  in this file  the line    from   import   as Camera    de     termines which camera class the program will import  The options are  the PixelFly or Pixis cameras  or a    Mock
43. title suggests  I made progress  towards high resolution of imaging of individual atoms in an optical lattice  by constructing an interferometer to test wavefront distortions in the imaging  system optical components  In addition to this  I was also responsible for pro   gramming the two new CCD cameras in the lab to work with existing image  processing software  One of these cameras is in place on the atom trapping side  of things  ready for imaging both the contents of our magneto optical trap and  also colder atoms down the road  The other camera is serving dutifully on the  interferometer optics table  where it captures interferograms for computer anal   ysis  The project culminated in a successful proof of concept analysis of optical  window interferograms  producing both a phase profile plot and a measure of  the root mean square wavefront distortion introduced by the windows     Chapter 1    Background    In this chapter I will present the basic background information necessary to  understand the aim of the project   interferometric optical testing for high res   olution imaging in an optical lattice  Topics include how wavefront distortions  affect the resolution of an imaging system  the motivation for site resolved imag   ing in an optical lattice  and key concepts in using interferometers to test the  quality of optical components     1 1 Effect of Wavefront Distortions    In the idealized geometric model of optics  perfect imaging systems have infinite  resolving 
44. tortions described by the interferogram     distortions  but for our tests of high quality optical components with only small  levels of distortions expected  the Fourier transform method of interferogram  analysis is a straightforward and accurate way of obtaining the phase profile of  light passing through our test object     3 3 Implementation in MATLAB    A suite of functions were written in MATLAB to analyze interferograms accord   ing to the method described in   3 2  These can be found on the disk included  with  9   in the      MATLAB_Code    directory  The following summarizes the  contents of the files    e analysis m  main analysis script  Requires an image array named    im   agel    to be loaded into the MATLAB workspace    e image_display m  displays a scaled version of image array with a speci   fied colour map    e array_crop m  crops an image array in a rectangular window based on  input parameters    e image_1Dft m  performs a Fourier transform in the x direction on a sin   gle specified row in an array  User can choose to display only a particular  interval of the entire Fourier spectrum    e image_2Dft m  performs a Fourier transform in the y direction on the  entire 2D array    e image _getphase m  takes a Fourier transformed interferogram image ar   ray and performs the operations specified in   3 2 to obtain phase function   Requires the user to define the center and width of the side peak     23    200    300       400    500          600  100 200 300 
45. tortions from the light source itself  Due  to the power meter problems described in   2 3  it was a challenge to carefully  determine the fibre coupling efficiency  The best current estimate  from the  careful measurements documented in Book 2  p  58 60 of  9   is around 50     The beam emerging from the optical fibre goes through a 4x beam expansion  telescope  taking the beam diameter from about 2 mm to 8 mm  to provide  sufficient beam area for optics testing  The lenses in the telescope are chosen  to minimize spherical aberrations  10   The incoming light is divided along  two paths by a plate beam splitter to form the two interfering beams  The  plate beam splitter has a coated front surface and a wedged back surface  which  avoids the internal reflection problems present in cube beam splitters  It is also  more stable than pellicle beam splitters  which are sensitive to vibrations and  inappropriate for use in an interferometer    One end mirror in the interferometer  in the Twyman Green configuration   is mounted on a translating stage in order to allow for fine adjustments of the  OPD between the two interfering beams  Such adjustments are necessary to  obtain an OPD that maximizes the fringe visibility according to the analysis in    2 2  The interfering beams are directed towards a CCD camera  which records  the interferogram for analysis     16    2 5 CCD Camera    Shortly before the start of the summer  the lab acquired a pair of PixelFly QE  cameras from PCO  T
46. uch more easily than their  counterparts in condensed matter systems  This makes the optical lattice a  promising test bed for proposed solutions to the big questions in condensed  matter physics  for example high temperature superconductivity  Conversely  they can also provide clear experimental clues that point the way towards ex   plaining these same theoretical problems    One of the big goals in the field is to be able to resolve single sites in an  optical lattice with period less than 1 wm  This distance scale is important  because interactions between atoms in neighbouring sites get stronger as the  lattice dimensions decrease  and these interactions are at the core of interest   ing condensed matter phenomena that experiments with optical lattices aim to  produce and probe  However  at these lattice separations  the goal of resolv   ing individual sites is made especially challenging because the distance scales  in question are right at the diffraction limit for visible light described in 81 1   So far  the smallest lattice separation that has been resolved is around 5 um   5   and efforts to push on towards sub um lattice resolution require imaging  systems with extraordinarily low levels of distortions     1 3 Interferometric Testing Methods    The fundamental principle behind interferometric optical testing is that when  two light beams are interfered with one another  the resultant intensity profile  is an indication of their relative phase  If the two interferin
47. urce  the interferometer arm lengths must be adjusted with each new  test object in order to maximize fringe visibility    Some of the objects that were tested include microscope slides  sapphire  windows  and thick vacuum windows  Fig  2 9   In particular  see Book 2   p  15 and 37 of  9  for detailed specifications of the various sapphire windows  acquired from Meller Optics  The windows with part numbers A00E30471007  and SCD2889 02A were of a suitable size for the ThorLabs LMR05 lens mount   and these were tested both in these early experiments and later ones involving  Fourier transform analysis  Further details of the early tests can be found in  Book 2 of  9     Attempts were also made to produce interferograms using reflections from  the surfaces of the optical components under testing  in a configuration equiva     18          Figure 2 8  Comparison of fringe visibilities when a microscope slide is inserted  into part of the beam  corresponding to the left side of each interferogram   left   End mirror adjustments made to maximize the fringe visibility of the empty arm  half of the interferogram  showing clear straight fringes   right  Interferometer  arm length now adjusted to maximize the fringe visibility of the microscope  slide half of the interferogram     microscope slide attached sapphire window in vacuum window and flange  with masking tape ThorLabs LMRO5 in large 3    lens mount       Figure 2 9  Various methods for mounting optical components for testing i
48. what settings are chosen  for the toggle switches    The implemented solution involves inserting the laser diode such that pins  1  2  and 3 are in the sockets labelled by LD  G  and PD respectively  The  toggle switches are set as shown in the second illustration from the top  with  laser diode  L  cathode  C  and photodiode  P  anode  A  both grounded   Finally  a special 9 pin DSUB connector with PD and G pins switched  pins 2  and 3 respectively  is connected between the laser diode mount and the current  controller  This produces a pin wiring that matches the required configuration   Further details can be found in Book 1  p  125 126  130 134 of  9      10          5   3     Figure 2 1  Overview of experiment components   1  Laser diode and mount    2  optical isolator   3  dielectric mirrors   4  fibre coupling   5  beam expan   sion telescope   6  plate beam splitter   7  interferometer arm end mirror on a  translating stage   8  CCD camera  Optical components undergoing testing are  inserted between the beam splitter and one of the end mirrors     Terminal Connection       Laser diode       Emission point      Figure 2 2  Sharp GH04020A2GE laser diode pin configuration  The laser diode  package does not contain a monitoring photodiode  so the laser diode itself is  connected across pins 1 and 3     11              os  A c c A   t P   t Pp     k oD an    Figure 2 3  ThorLabs LDM21 laser diode mount  Toggle switches can change  the polarities of the diode pin sockets la
49. y arm interfer   ometer  and determine whether this gives a more accurate  reduced value  for root mean square wavefront distortions    31    e More sophisticated analysis techniques such as fitting the interferogram  to Zernike polynomials might give more information about the test ob   ject  For example  a program called AtmosFringe can fit the interfero   gram to determine aberration coefficients  and then compute useful quan   tities such as the point spread function  PSF  and the modulation trans   fer function  MTF  of the optical system under testing  A demo version  which can only analyze several example interferograms is installed in the       OpticsTesting AtmosFringe    directory on the disk included with  9   A  more limited freeware program called FringeXP has also been installed in  the      OpticsTesting FringeXP    directory  It would be nice to try ana   lyzing the captured interferograms using this program and compare the  results with the Fourier transform analysis in MATLAB  Finally  a pow   erful  but of course expensive  program called IntelliWave exists but I do  not know very much about it beyond its name    e It would be nice to implement a more sophisticated phase unwrapping  algorithm that is less sensitive to noise  However this would likely be  time consuming  and efforts might be better spent on improving the beam  quality to reduce phase unwrapping problems  as described above  For in   terferograms showing significant wavefront distortions  a v
    
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