Fundamentals of Statistical Signal Processing, Vol. I -
Estimation Theory Prentice Hall, 1993
Fundamentals of Statistical Signal Processing, Vol II -
Detection Theory, Prentice Hall, 1998 (matlab
file downloadable)
Fundamentals of Statistical Signal Processing, Vol. III Practical Algorithm Development, 2013 (MATLAB files, utility files, and exercise solutions downloadable in zip file)
Intuitive Probability and Random Processes Using MATLAB, Springer, 2006 ( downloadable incompleted DRAFT in PDF format) ( downloadable MATLAB CODE in TEX format) - downloaded files contain only probability portion of book, see Table of Content Listings below for random processes content (book in its entirety now available from Springer, 2006) (corrections)
Fortran Programs of Modern Spectral Estimation Book
"Can Detectability be Improved by Adding Noise?'',
IEEE
Signal Processing Letters, Jan. 2000
(PDF
Format 116KB)
"Prototype Sparse Arrays for 3d Sonar Imaging Systems'',
ECUA2000, Fifth European Conference on Underwater Acoustics, Lyon, France,
July 2000 (with J. Impagliazzo)
(PDF
Format 171KB)
"Mean Likelihood Frequency Estimation'',
IEEE Trans. Signal
Processing, July 2000 (with S. Saha)
(PDF
Format 290KB)
"Sufficiency, classification, and the class-specific feature
theorem'',
IEEE Trans.
on Information Theory, July 2000
(PDF
Format 163KB)
"Chirp Estimation using Importance Sampling'',
Int. Conf.
Acoustics,Speech, and Signal Processing, Salt Lake City, 2001 (with S.
Saha)
(PDF
Format 87KB)
"Conditional Model Estimation'',
IEEE Trans. Signal
Processing, September, 2001
(PDF
Format 162KB)
"Multidimensional probability density function approximations
for detection, classification, and model order selection'',
IEEE Trans. Signal Processing, October, 2001 (with P.
Baggenstoss, A. Nuttall)
(PDF
Format 351KB)
"Rapid Estimation of the Range-Doppler Scattering Function'',
2001 Oceans Conference, Honolulu, Hawaii (with B. Doyle)
(PDF
Format 358KB)
"High Resolution Imaging Using a Sparse Array'',
2001
Oceans Conference, Honolulu, Hawaii (with J. Impagliazzo, A. Chiang, S.
Broadstone)
(PDF
Format 608KB)
"Optimal Invariant Detection of a Sinusoid with Unknown
Parameters'',
IEEE Trans. Signal Processing, Jan. 2002 (with J.
Gabriel)
(PDF
Format 115KB)
"Maximum likelihood parameter estimation of superimposed
chirps using Monte Carlo importance sampling'',
special issue on
Monte Carlo methods in IEEE Trans. Signal Processing, Feb. 2002 (with S. Saha)
(PDF
Format 238KB)
"Estimation of the Parameters of the Class A Models via the
Cumulant Generating Function'',
CISS 2002, Princeton, NJ March 2002 (with
David Middleton)
(PDF
Format 172KB)
"Optimal Signal Design for Active Sonar/Radar'',
Int. Conf.
Acoustics,Speech, and Signal Processing, Orlando, FL, May 2002 (with J.
Thanos)
(PDF
Format 159KB)
"Design of sparse linear arrays by Monte Carlo importance
sampling'',
IEEE
Trans. on Oceanic Eng. Oct. 2002 (with S. Saha)
(PDF
Format 678KB)
"Rapid Estimation of the Range-Doppler Scattering Function'',
IEEE Trans. on Signal Processing (with B. Doyle)
(PDF
Format 1013KB)
"Optimal Direction of Arrival Estimation'',
submitted to
IEEE Trans. Signal Processing (with S. Saha)
(PDF
Format 333KB)
"Segmentation of Signals and Its Application to Image Denoising
and Boundary Feature Extraction'', ICIP 2004 (with Xu Han)
(PDF
Format 757KB)
"Unbiased Estimation of the Phase of a Sinusoid'',
ICASSP
2004 (with K. Peters)
(PDF
Format 149KB)
"Use of Wisjman's Theorem for the Ratio of Maximal Invariant
Densities in Signal Detection Application'',
presented at 2002 Asilomar
Conference (with Joseph Gabriel)
(PDF
Format 497KB)
"An Invariance Property of the GLRT'',
IEEE Signal
Processing Letters, Dec. 2003 (with Joseph Gabriel)
(PDF
Format 399KB)
"Vector Space Solution to the Multidemensional Yule-Walker
Equations'',
2003 Int. Conf. on Acoustics,Speech,and Signal Processing, (with Chris Carbone)
(PDF
Format 50.8KB)
"Exponentially Embedded Families: A New Approach to Model Order
Estimation'',
IEEE Trans. on Aerospace and Electronics, Jan. 2005
(PDF
Format 1,152KB)
"The Optimum Radar Signal for Detection in Clutter'',
submitted to IEEE Trans. on Aerospace and Electronics
(PDF
Format 231KB)
"Reducing Probability of Decision Error using Stochastic
Resonance'',
to be published in IEEE Signal Processing Letters
(PDF
Format 197KB)
"A Wide Dynamic Range Multichannel Spectral Estimator'',
In submission (With Cuichun Xu)
(PDF
Format 562KB)
"Asymptotically Optimal Approximation of Multidimensional PDFs
by Lower Dimensional PDFs'',
to be published in IEEE Trans. on Signal Processing
(PDF
Format 222KB)
"Waveform Design for Multistatic Radar Detection'',
(PDF
Format 218KB)
"Rapid Estimation of the Parameters of a K-Distribution'',
(PDF
Format 77KB)
"MODEL ORDER ESTIMATION FOR ADAPTIVE RADAR CLUTTER
CANCELLATION'',
International Waveform Diversity and Design Conference, Pisa, Italy, June
2007,(with M. Rangaswamy, C. Xu, and F. Lin)
(PDF
Format 1611KB)
"A Maximum Likelihood Angle-Doppler Estimator using
Importance Sampling'',(with Huigang Wang)
(PDF
Format 277KB)
"An Exact Maximum Likelihood Narrowband Direction of
Arrival Estimator'',(with Supratim Saha and Huigang Wang)
(PDF
Format 180KB)
"Cramer-Rao Lower Bound Computation Via the Characteristic
Function'',
to be published in IEEE Trans. on Aerospace and Electronics, (with Cuichun Xu)
(PDF
Format 142KB)
"A Wide Dynamic Range Multichannel Spectral Estimator'',
(with Cuichun Xu)
(PDF
Format 562KB)
"Optimal Signal Design for Detection of Gaussian Point
Targets in Stationary Gaussian Clutter/Reverberation'',
(PDF
Format 272KB)
"Generalizing Stochastic Resonance by the Transformation
Method'',
(PDF
Format 91KB)
"Theory of the Stochastic Resonance Effect in Signal
Detection: Part I--Fixed Detectors'',
IEEE Trans. on Signal Processing, July, 2007 (with H. Chen, P. Varshney, and J.
Michels)
(PDF
Format 1236KB)
"Reducing Probability of Decision Error Using Stochastic
Resonance'',
IEEE Signal Processing letter, Nov., 2006 (with J. Michels, H. Chen, and P.
Varshney)
(PDF
Format 326KB)
"The Optimum Radar Signal for Detection in Clutter'',
IEEE Trans. on Aerospace and Electronics, July, 2007
(PDF
Format 164KB)
"On Centralized Composite Detection with Distributed
Sensors'',
IEEE Radar conference, Roma, Italy, May, 2008 (with Cuichun Xu)
(PDF
Format 138KB)
"Model Based Classification using Multi-Ping Data'',
OCEANS, Sept., 2006 (with Christopher P. Carbone)
(PDF
Format 524KB)
"A New Nonstationarity Detector'',
IEEE Trans. on Sinal Processing, April, 2008
(PDF
Format 240KB)
"A New Approach to Fourier Synthesis With Application to Neural Encoding and Speech Classification'',
IEEE Signal Processing Letters, Oct., 2010
(PDF
Format 240KB)
"Optimal Detector and Signal Design for STAP based on the Frequency-Wavenumber Spectrum'',
(PDF
Format 240KB)
"A Poisson Spectral Representation for Random Process Modeling'',
(PDF
Format 240KB)
"A Novel Normalization Algorithm Based on the Three-Dimensional Minimum Variance Spectral Estimator'',(with Christopher P. Carbone)
(PDF
Format 240KB)
"Convergence of the Multidimensional Minimum Variance Spectral Estimator for Continuous and Mixed Spectra'',
IEEE Signal Processing Letters, Jan., 2010 (with Lewis Pakula)
(PDF
Format 240KB)
"EXPONENTIALLY EMBEDDED FAMILIES FOR MULTIMODAL SENSOR PROCESSING'',
ICASSP, Dallas, TX, Mar., 2010 (with Quan Ding)
(PDF
Format 138KB)
"Joint PDF Construction for Sensor Fusion and Distributed Detection'',
International Conference on Information Fusion, Edinburgh, UK, Jul., 2010 (with Quan Ding, Darren Emge)
(PDF
Format 138KB)
"Sensor Integration for Classification'',
Asilomar Conference on Signals, Systems, and Computers , Pacific Grove, CA, Nov., 2010 (with Quan Ding, Muralidhar Rangaswamy)
(PDF
Format 138KB)
"Inconsistency of the MDL: On the Performance of Model Order Selection Criteria with Increasing Signal-to-Noise Ratio'', (with Quan Ding)
(PDF
Format 138KB)
"Autoregressive Modeling of Raman Spectra for Detection and Classification of Surface Chemicals''
to be published in IEEE Trans on Aerospace and Electronic Systems (with Quan Ding, Cuichun Xu, Darren Emge)
(PDF
Format 138KB)
"An Iterative Method for Nonlinear FM Synthesis of Radar Signals''
IEEE Trans on Aerspace and Electronic Systems, Apr., 2010 (with Leland Jackson, Naresh Vankayalapati)
(PDF
Format 138KB)
"Asymptotically Optimal Detection/ Localization of LPI Signals of Emitters using Distributed Sensors''
in Proceedings of the SPIE, Apr., 2010 (with Naresh Vankayalapati)
(PDF
Format 138KB)
"Cramer-Rao Lower Bounds for Complex Parameters''
unpublished (with Venkatesh Nagesha)
(PDF
Format 1,248KB)
"Poisson Maximum Liklihood Spectral Inference''
unpublished
(PDF
Format 173KB)