Passive/Active Radar: Publications

Passive/Active Radar: Publications


Passive/Active Radar: Publications














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Papers from the DARPA Project

Target Tracking

  • NEW! S.M. Herman,
    A Particle Filtering Approach to Joint Passive Radar Tracking and
    Target Classification
    , PhD thesis, Univ. of Illinois at Urbana-Champaign,
    2002. Added 12/6/02.
    (1-sided PDF,
    2-sided PDF)

  • S.C. Herman and P. Moulin, A Particle Filtering Approach to Joint
    Radar Tracking and Automatic Target Recognition
    , Proc. IEEE Aerospace
    Conference, Big Sky, Montana, March 10-15, 2002. Added 5/10/02.
    (pdf)

  • A.D. Lanterman, Tracking and recognition of airborne targets via
    commercial television and FM radio signals
    , in
    Acquisition, Tracking, and
    Pointing XIII
    , Proc. SPIE 3692, Orlando, FL, April 1999. Added
    5/30/99.
    (gzipped postscript)

Radar Imaging from Passive Radar Data

  • A.D. Lanterman and D.C. Munson, Jr.,
    Deconvolution Techniques for Passive Radar Imaging,
    in Algorithms for Synthetic Aperture Radar Imagery IX,
    Proc. SPIE 4727, Ed: E.G. Zelnio,
    Orlando, FL, April 2002. Added 5/17/02.
    (pdf)

  • Y. Wu, D.C. Munson, Jr., and A.D. Lanterman, Multistatic Passive
    Radar Imaging of Aircraft: A Feasibility Study Using FISC
    ,
    Proc. URSI National Radio Science Meeting, Boulder, CO,
    Jan. 9-12, 2002.

  • Y. Wu and D.C. Munson, Jr.,
    Multistatic Synthetic Aperture Imaging of Aircraft using Reflected
    Television Signals
    ,
    in Algorithms for Synthetic Aperture Radar Imagery VIII,
    Proc. SPIE 4382, Ed: E.G. Zelnio,
    Orlando, FL, April 2001. Added 4/26/01.
    (pdf)

  • Y. Wu and D.C. Munson, Jr.,
    Multistatic Passive Radar Imaging Using the Smoothed Pseudo Wigner-Ville
    Distribution
    ,
    Proc. of the IEEE International Conference on Image Processing,
    Thesaloniki, Greece, Oct. 2001. Added
    8/3/01.
    (pdf).

  • Y. Wu and D.C. Munson, Jr.,
    Wide-Angle L band ISAR Passive Imaging Using the Wigner-Ville
    Distribution
    , Proc. IEEE Radar Conference, Atlanta, GA,
    May 1-3, 2001. Updated 5/16/02.
    (pdf).

Autofocus Algorithms

  • NEW!
    R.L. Morrison, Entropy-Based Autofocus for Synthetic Aperture Radar,
    Master’s Thesis, Univ. of Illinois, 2002.
    (pdf) Added 12/6/02.

  • R.L. Morrison, Jr. and D.C. Munson, Jr., An Experimental Study of
    a New Entropy-Based SAR Autofocus Technique
    , Proc. of the IEEE
    International Conference on Image Processing
    , Rochester, NY
    to be held Sept. 22-25, 2002. Added 5/10/02.
    (pdf)

Reconstruction from Sparse Fourier Samples

  • N. Schmid, Y. Bresler, and P. Moulin, Complexity Regularized
    Shape Estimation from Noisy Fourier Data
    , Proc. of the IEEE
    International Conference on Image Processing
    , Rochester, NY,
    Sept. 22-25, 2002. Added 5/16/02.
    (pdf)

  • R. Venkataramani and Y. Bresler, Necessary Conditions for MIMO
    Sampling of Multiband Inputs
    , in Proc. International Symposium
    on Information Theory
    , Lausanne, Switzerland, June 2002. Added
    5/16/02.
    (pdf)

  • R. Venkataramani and Y. Bresler, Filter Design for MIMO Sampling and
    Reconstruction
    , submitted to IEEE Trans. on Signal Processing,
    Jan. 2002. Added 5/16/02.
    (pdf)

  • R. Venkataramani and Y. Bresler, MIMO Sampling: Necessary Density
    Conditions
    , submitted to IEEE Trans. on Information Theory,
    Dec. 2001. Added 5/16/02.
    (pdf)

  • R. Venkataramani and Y. Bresler, Sampling Theorems for Uniform
    and Periodic Nonuniform MIMO Sampling of Multiband Signals
    ,
    submitted to IEEE Trans. on Signal Processing,
    Dec. 2001. Added 5/16/02.
    (pdf)

  • R. Venkataramani and Y. Bresler, Perfect Reconstuction
    Formulas and Bounds on the Aliasing Error in Sub-Nyquist Sampling of
    Multiband Signals,
    IEEE Trans. on Information Theory,
    46(6):2173-2183,
    Sept. 2000. Updated 8/5/01 (pdf).

  • R. Venkataramani and Y. Bresler,
    Optimal Sub-Nyquist Sampling and Reconstruction for
    Multiband Signals
    , IEEE Trans. on Signal Processing, Vol. 49,
    No. 10, Oct. 2001, pp. 2301-2313.
    (pdf).

  • J.C. Ye, Y. Bresler,
    and P. Moulin, A Self-Referencing Level-Set Method
    for Image Reconstruction from Sparse Fourier Samples
    , IEEE Workshop
    on Variational and Level Set Methods in Computer Vision
    , Vancouver,
    CA, July 2001. Added 8/5/01.
    (pdf)

  • J.C. Ye,
    Y. Bresler, and P. Moulin, A Self-Referencing Level-Set Method
    for Image Reconstruction from Sparse Fourier Samples
    ,
    Proc. of the IEEE International Conference on Image Processing,
    Thesaloniki, Greece, Oct. 2001, to appear. Added 8/5/01.

Performance Analysis and Radar System Optimization

  • S. Xiao and D. Munson,
    Optimal Antenna Spacings in Interferometric SAR,
    in Algorithms for Synthetic Aperture Radar Imagery VII,
    Proc. SPIE 4053, Ed: E.G. Zelnio,
    Orlando, FL, April 2000, to appear. Added 8/31/00.
    (pdf)

  • J.C. Ye, Y. Bresler, and P. Moulin, Cramer-Rao Bounds for Parametric
    Shape Estimation in Inverse Problems
    , IEEE Trans. on Information
    Processing
    , to appear. Added 5/16/01.
    (pdf)

  • J.C. Ye, Y. Bresler, and P. Moulin, Cramer-Rao Bounds for Parametric
    Shape Estimation in Inverse Problems
    , Proc. IEEE International
    Conference on Image Processing
    , Rochester, NY, Sept. 22-25, 2002.

  • J.C. Ye, Y. Bresler, and P. Moulin,
    Global Confidence Regions for Parametric Surface Estimation,
    invited paper, submitted to International Journal of Computer Vision,
    April 2001.
    Added 4/26/01.
    (abstract)
    (gzipped
    pdf
    )

  • J.C. Ye, Y. Bresler, and P. Moulin,
    Asymptotic Global Confidence Regions
    in Parametric Shape Estimation Problems
    ,
    IEEE Trans. on Information
    Theory
    , Vol. 46, No. 5, August 2000, pp. 1881-1895. Updated 8/5/01.
    (pdf)

  • J.C. Ye, Y. Bresler, and P. Moulin,
    Cramer-Rao Bounds for 2-D Target Shape Estimation in Nonlinear
    Inverse Scattering Problems with
    Application to Passive Radar
    ,
    IEEE Trans. on
    Antennas and Propagation
    , Vol. 49, No. 5,
    May 2001, pp. 771-783. Updated 8/5/01.
    (pdf)

  • J.C.Ye, Y. Bresler, and P. Moulin,
    Global Confidence Regions in Parametric Shape
    Estimation,
    IEEE
    International Conference on Acoustics, Speech, and
    Signal Processing
    , 2000, Turkey.
    (postscript)

  • J.C. Ye, Y. Bresler and P. Moulin, Fourier
    Descriptors for Parametric Shape
    Estimation in Nonlinear Inverse Scattering Problems
    ,
    in Signal Processing, Sensor Fusion, and Target Recognition IX,
    Proc. SPIE 4052, Ed: I. Kadar,
    Orlando, FL, April 2000, pp. 309-320.
    (postscript)

Inverse Scattering

  • M. Brandfass, A.D. Lanterman, and K.F. Warnick,
    A Comparison of the Colton-Kirsch Inverse Scattering Methods with
    Linearized Tomographic Inverse Scattering
    ,
    Inverse Problems, Vol. 17, No. 6, Dec. 2001, pp. 1797-1816.
    (pdf)

  • M. Brandfass and W.C. Chew,
    A multilevel fast multipole based approach for efficient
    reconstruction of perfectly conducting scatterers
    ,
    Journal of Electromagnetic Waves and Applications, Vol. 55, No. 1,
    Jan. 2001, pp. 81-106.
    Updated 3/2/01.
    (pdf)

  • M. Brandfass, K.-J. Langenberg, and A. Rohrmoser,
    Electromagnetic Diffraction Tomography in Angular Diversity Mode,
    submitted to the IEEE Trans. on Antennas and Propagation.

  • M. Brandfass and W.C. Chew,
    Microwave imaging as applied to remote sensing making
    use of a multilevel fast multipole algorithm
    ,
    in Algorithms for Synthetic Aperture Radar Imagery VII,
    Proc. SPIE 4053, Ed: E.G. Zelnio,
    Orlando, FL, April 2000, pp. 52-63. Added 5/29/00.
    (pdf)

Fast Fourier Transform and Tomographic Projection/Backprojection
Algorithms

  • A.A. Aydiner, W.C. Chew, and J. Song, A Sparse Data Fast Fourier
    Transform (SDFFT) – Algorithm and Implementation
    ,
    IEEE Antenna
    and Propagation International Symposium
    ,
    Vol. 4, July 2001, pp. 638-641. Added 5/16/02.
    (pdf)

  • W.C. Chew and J.M. Song,
    Fast Fourier Transform of Sparse Spatial Data to Sparse
    Fourier Data
    ,
    IEEE Antenna and Propagation International
    Symposium
    , Vol. 4, July 2000, pp. 2324-2327.
    (pdf)

  • Y. Ding and D.C. Munson, Jr.,
    A Fast Back-Projection Algorithm for Bistatic SAR Imaging,
    Proc. of the IEEE
    International Conference on Image Processing
    , Rochester, NY
    to be held Sept. 22-25, 2002. Added 5/16/02.
    (pdf)

  • S. Xiao, Y. Bresler, and D.C. Munson, Fast Hierarchical Native
    Fan-Beam Tomographic Reconstruction Algorithms
    , U.S. Provisional
    Patent Application, Assigne: Board of Trustees of the Univ. of Illinois,
    Feb. 2002.

  • S. Xiao, Y. Bresler, and D.C. Munson, O(N^2 log N) Native Fan-Beam
    Tomographic Reconstruction
    , Proc. 1st IEEE International Symposium on
    Biomedical Imaging
    , Washington, DC, July 2002.

  • S. Xiao, Topics in CT and SAR Imaging: Fast Back-Projection
    Algorithms and Optimal Antenna Spacings
    , PhD Thesis, Univ. of
    Illinois at Urbana-Champaign, Feb. 2001.

  • S. Xiao, D.C. Munson, S. Basu, Y. Bresler,
    An N^2 log N back-projection algorithm for SAR image
    formation
    , Proc. 34th Asilomar Conf. on Signals, Systems, and
    Computers
    , Pacific Grove, CA, Oct. 31 – Nov. 1, 2000.
    (pdf)


Target Recognition

  • S. Jana and P. Moulin, Optimal Design of Transform Coders for
    Joint Signal Classification and Compression
    , to be submitted to the
    IEEE Trans. on Information Theory, May 2002.

  • A.D. Lanterman, Jump-diffusion algorithm for multiple target
    recognition using laser radar range data
    , Optical Engineering,
    Vol. 40, No. 8, Aug. 2001, pp. 1724-1728. Updated 10/4/01.
    (pdf)

  • A.D. Lanterman,
    Maximum-Likelihood Estimation for Hybrid Specular/Diffuse
    Models of Radar Imaging and Target Recognition
    , submitted to
    IEEE
    Trans. on Aerospace and Electronic Systems
    , May 2000.
    Added 5/29/00.
    (gzipped postscript)

  • M.D. DeVore, A.D. Lanterman, J.A. O’Sullivan,
    ATR Performance of a Rician Model for SAR Images,
    in Automatic Target Recognition X,
    Proc. SPIE 4050, Ed: E.G. Zelnio,
    Orlando, FL, April 2000, pp. 34-45.
    (postscript)

  • A. Jain, P. Moulin, M.I. Miller, and K. Ramchandran,
    Information-Theoretic Bounds on Target Recognition
    Performance Based on Degraded Image Data
    ,
    IEEE Transactions of Pattern Analysis and
    Machine Intelligence
    , scheduled to appear in 2002. Updated 5/10/00.
    (gzipped
    postscript
    )

  • A. Jain, P. Moulin, M.I. Miller, and K. Ramchandran,
    Information-Theoretic Bounds on Target Recognition
    Performance
    , in Automatic Target Recognition X, Proc. SPIE 4050,
    Ed: F.A. Sadjadi, Orlando, FL, April 2000, pp. 347-358.
    Added 6/26/00.
    (gzipped
    postscript
    )

  • S. Jana and P. Moulin, Optimal Design of Transform Coders and
    Quantizers for Image
    Classification
    , IEEE International Conference on
    Image Processing
    , Vancouver, Canada, Sept. 10-13, 2000.
    Added 8/23/00.
    (
    pdf
    )

  • S. Jana and P. Moulin, Optimal Design of Transform Coders for Image
    Classification
    , Proc. Conf. on
    Information Sciences and Systems
    , Baltimore, MD, March 1999.
    Added 5/30/99.
    (compressed
    postscript
    ,
    abstract)

Statistical Radar Imaging and
Radio Astronomy (dual-use application)

  • A.D. Lanterman,
    Efficient implementation of an expectation-maximization
    algorithm for imaging diffuse radar targets
    ,
    in Algorithms for Synthetic Aperture Radar Imagery VIII,
    Proc. SPIE 4382, Ed: E.G. Zelnio,
    Orlando, FL, April 2001, to appear. Added 4/26/01.
    (pdf)

  • A.D. Lanterman,
    Statistical Radar Imaging of Diffuse and Specular Targets
    Using an Expectation-Maximization Algorithm
    ,
    in Algorithms for Synthetic Aperture Radar Imagery VII,
    Proc. SPIE 4053, Ed: E.G. Zelnio,
    Orlando, FL, April 2000, pp. 20-31. Added 5/29/00.
    (gzipped postscript)

  • A.D. Lanterman, Statistical Imaging in Radio Astronomy via
    an Expectation-Maximization Algorithm for Structured
    Covariance Estimation
    , in
    Statistical Methods in
    Imaging: In Medicine, Optics, and Communication,
    a festschrift in honor
    of Donald L. Snyder’s 65th birthday, Ed. J.A. O’Sullivan, Springer-Verlag,
    to appear. Added 8/21/00.
    (gzipped postscript)

  • A.D. Lanterman, Radar Imaging with Variations of an
    Expectation-Maximization Algorithm
    ,
    IEEE Workshop on Detection,
    Estimation, Classification, and Imaging
    , Santa Fe, NM, February 1999.
    Added 5/30/99.
    (formal
    one-page paper for conference proceedings, gzipped postscript
    ;
    informal four-page
    extended version,
    gzipped postscript
    )

Complexity Regularization

  • A.D. Lanterman, Schwarz, Wallace, and Rissanen: Intertwining
    Themes in Theories of Model Order Estimation
    ,
    International Statistical Review, Vol. 69, No. 2, August 2001,
    pp. 185-212.
    (pdf)

  • P. Moulin and J. Liu,
    Statistical Imaging and Complexity Regularization,
    IEEE Trans. on Information
    Theory
    , Vol. 46, No. 5, August 2000, pp. 1762-1777. Added 8/21/00.
    (
    gzipped postscript
    )


Note: If you are a member of the overall project
(Lockheed-Martin, DARPA, etc.), you
can go to the password-protected
preprints & reports
page
.
If you are a member of the UIUC group, you can go to the
rough drafts page.

Presentations from the DARPA Project

  • A.A. Aydiner, W.C. Chew, and J. Song, and T.J. Cui,
    A Sparse Data Fast Fourier
    Transform (SDFFT) – Algorithm and Implementation
    ,
    IEEE Antenna
    and Propagation International Symposium
    ,
    July 2001. Added 5/16/02.
    (viewgraphs as pdf)

  • A.D. Lanterman, Statistical Radar Imaging of Diffuse and Specular
    Targets Using an Expectation-Maximization Algorithm
    ,
    presented
    at SPIE Aerosense 2000, Orlando, FL, April 2000.
    Added 5/12/02.
    (viewgraphs as pdf)

  • A.D. Lanterman, Tracking and recognition of airborne targets via
    commercial television and FM radio signals
    , presented
    at SPIE Aerosense 1999, Orlando, FL, April 1999.
    Updated 5/12/02.
    (viewgraphs as pdf)

Useful Papers from Outside the Project



Last updated 5/16/02. Send comments or questions to
lanterma@ifp.uiuc.edu.