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Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics (1997)
Banff, CANADA
July 21, 1997 to July 23, 1997
ISBN: 0-8186-8005-9
TABLE OF CONTENTS
Papers
MAP: Applications of HOS: Chair: Steve McLaughlin, University of Edinburgh, Scotland

Autoregressive modeling of lung sounds using higher-order statistics: estimation of source and transmission (Abstract)

L.J. Hadjileontiadis , Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Greece
S.M. Panas , Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Greece
pp. 0004

Multipath time delay estimation using higher order statistics (Abstract)

Ying-Chang Liang , Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
A.R. Leyman , Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Boon-Hee Soong , Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
pp. 0009

Time-varying third-order cumulant spectra and its application to the analysis and diagnosis of phonocardiogram (Abstract)

Minfen Shen , Dept. of Sci. Res., Shantou Univ., Guangdong, China
Fenglin Shen , Dept. of Sci. Res., Shantou Univ., Guangdong, China
pp. 0024

The analysis and classification of phonocardiogram based on higher-order spectra (Abstract)

Minfen Shen , Dept. of Sci. Res., Shantou Univ., Guangdong, China
Lisha Sun , Dept. of Sci. Res., Shantou Univ., Guangdong, China
pp. 0029

Coherent interference excision using higher order spectra (Abstract)

I. Jouny , Dept. of Electr. Eng., Lafayette Coll., Easton, PA, USA
A. Low , Dept. of Electr. Eng., Lafayette Coll., Easton, PA, USA
pp. 0034

The Application of Non-linear Volterra Type Filters to Television Images (Abstract)

W.B. Collis , Institute of Sound and Vibration Research, University of Southampton, Southampton, SO17 1BJ, UK
M. Weston , Institute of Sound and Vibration Research, University of Southampton, Southampton, SO17 1BJ, UK
P.R. White , Institute of Sound and Vibration Research, University of Southampton, Southampton, SO17 1BJ, UK
pp. 0039

Higher Order Statistics for Detection and Classification of Faulty Fanbelts Using Acoustical Analysis (Abstract)

G. Gelle , Laboratoire d'application de la micro'lectronique
M. Colas , Laboratoire d'application de la micro'lectronique
G. Delaunay , Laboratoire d'application de la micro'lectronique
pp. 0043

Tracking Nonlinear Systems using Higher Order Moments (Abstract)

Kenneth J. Turner , Signal Processing Research Centre, Queensland University of Technology
Farhan A. Faruqi , Signal Processing Research Centre, Queensland University of Technology
Christopher L. Brown , Signal Processing Research Centre, Queensland University of Technology
pp. 0052

Isolated word recognition using high-order statistics and time-delay neural networks (Abstract)

M.R. Ashouri , Dept. of Electr. & Comput. Eng., Isfahan Univ. of Technol., Iran
pp. 0057
MAL: Applications of HOS:Chair: Gaetano Scarano, University of Rome, Italy

Performance of GSM Receivers (Abstract)

Dieter Boss , University of Bremen
Thorsten Petermann , University of Bremen
Karl-Dirk Kammeyer , University of Bremen
pp. 0062

Inverter Fed Inudction Machine Condition Monitoring Using the Bispectrum (Abstract)

N. Arthur , University of Aberdeen, Scotland
J. Penman , University of Aberdeen, Scotland
pp. 0067

Higher-Order Statistics for Tissue Characterization from Ultrasound Images (Abstract)

Udantha R. Abeyratne , Electrical and Computer Engineering Department, Drexel University, Philadelphia, PA 19104
Athina P. Petropulu , Electrical and Computer Engineering Department, Drexel University, Philadelphia, PA 19104
pp. 0072

Signal-dependent film grain noise removal and generation based on higher-order statistics (Abstract)

Jacky Chun Kit Yan , Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
D. Hatzinakos , Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
pp. 0077

Blind identification methods applied to Electricite de France's civil works and power plants monitoring (Abstract)

G. D'Urso , Etudes de Recherches, Electr. de France, Chatou, France
P. Prieur , Etudes de Recherches, Electr. de France, Chatou, France
C. Vincent , Etudes de Recherches, Electr. de France, Chatou, France
pp. 0082
MPL: Nonstationary Signals, Nonlinear Systems: Chair: Chong-Yung Chi, National Tsing Hua University, Taiwan

Time-Frequency Representations and Their Structure (Abstract)

Benjamin Friedlander , University of California, Davis
Louis L. Scharf , University of Colorado
pp. 0088

Higher-Order Statistics and Extreme Waves (Abstract)

E.J. Powers , The University of Texas at Austin
I.-S. Park , The University of Texas at Austin
S. Im , The University of Texas at Austin
S. Mehta , The University of Texas at Austin
E.-J. Yi , The University of Texas at Austin
pp. 0098

Exploring Lag Diversity in the High-Order Ambiguity Function for Polynomial Phase Signals (Abstract)

G. Tong Zhou , Georgia Institute of Technology
Yang Wang , Georgia Institute of Technology
pp. 0103
MPP: Nonstationary/Nonlinear/Multidimensional Signals & Systems: Chair: Athina Petropulu, Drexel University, USA

Deblurring Two-Tone Images by A Joint Estimation Approach Using Higher-Order Statistics (Abstract)

Ta-Hsin Li , Texas A&M University
Ke-Shin Lii , University of California, Riverside
pp. 0108

Linear algebraic approaches for (almost) periodic moving average system identification (Abstract)

Ying-Chang Liang , Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
A.R. Leyman , Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Xian-Da Zhang , Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
pp. 0112

Design of a Volterra series-based Nonlinear Compensator (Abstract)

J.Y. Kim , Hanyang University
K.Y. Cho , Hanyang University
Y.N. Kim , Hanyang University
J.H. Chung , Hanyang University
S.W. Nam , Hanyang University
pp. 0127

Nonlinearly constrained optimisation using a penalty-transformation method for Volterra parameter estimation (Abstract)

T. Stathaki , Dept. of Signal Process., Imperial Coll. of Sci., Technol. & Med., London, UK
pp. 0132

An Iterative Mixed Norm Image Restoration Algorithm (Abstract)

Min-Cheol Hong , Northwestern University
Aggelos K. Katsaggelos , Northwestern University
Tania Stathaki , Imperial College
pp. 0137

Higher-order statistics of natural images and their exploitation by operators selective to intrinsic dimensionality (Abstract)

G. Krieger , Inst. fur Medezine. Psychol., Ludwig-Maximilians-Univ., Munchen, Germany
C. Zetzsche , Inst. fur Medezine. Psychol., Ludwig-Maximilians-Univ., Munchen, Germany
E. Barth , Inst. fur Medezine. Psychol., Ludwig-Maximilians-Univ., Munchen, Germany
pp. 0147

Windows and Volterra Transfer Function Estimation (Abstract)

Hyungsuk Yoo , The University of Texas at Austin
Edward J. Powers , The University of Texas at Austin
pp. 0157

Performance Analysis of Volterra Kernel Estimators with Gaussian Inputs (Abstract)

Arthur J. Redfern , Georgia Institute of Technology
G. Tong Zhou , Georgia Institute of Technology
pp. 0162

Stochastic Resonance in a Discrete Time Nonlinear SETAR(1,2,0,0) Model (Abstract)

Steeve Zozor , CEPHAG-ENSIEG UPRESA CNRS
Pierre-Olivier Amblard , CEPHAG-ENSIEG UPRESA CNRS
pp. 0166

Texture classification using third order correlation tools (Abstract)

C. Coroyer , LACOS, Le Havre Univ., France
D. Declercq , LACOS, Le Havre Univ., France
P. Duvaut , LACOS, Le Havre Univ., France
pp. 0171

On the Identifiability of Bilinear Stochastic Systems (Abstract)

Christophe Bourin , Laboratoire des Signaux et Systemes - CNRS Plateau de Moulon
Pascal Bondon , Laboratoire des Signaux et Systemes - CNRS Plateau de Moulon
pp. 0176
TAP: System Identification & Deconvolution: Chair: Ed Powers, University of Texas-Austin, USA

Blind System Identification Using Fourth Order Spectral Analysis of Complex Signals (Abstract)

Cecile Huet , University of Nice Sophia Antipolis - CNRS
Joel LE Roux , University of Nice Sophia Antipolis - CNRS
pp. 0189

Fractionally-Spaced Signal Reconstruction Based on Maximum Likelihood (Abstract)

Boaz Porat , Technion - Israel Institute of Technology
Benjamin Friedlander , University of California, Davis
pp. 0194

A class of blind deconvolution and equalization algorithms for nonminimum phase multi-input multi-output systems (Abstract)

Chih-Chung Feng , Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Chong-Yung Chi , Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
pp. 0199

Fourth-order HOS deconvolution in wideband communication applications with lattice geometric motion (Abstract)

J.C. Solinsky , Dept. of Adv. Technol., Cubic Defense Syst. Inc., San Diego, CA, USA
pp. 0209

Higher-order statistics-based deconvolution of ultrasonic nondestructive testing signals (Abstract)

A. Yamani , King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
M. Bettayeb , King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
L. Ghouti , King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
pp. 0214

System Reconstruction from Selected HOS Regions (Abstract)

Haralambos Pozidis , Drexel University
Athina P. Petropulu , Drexel University
pp. 0224

Blind System Identification in an Impulsive Environment (Abstract)

Jijun Yin , Electrical and Computer Engineering Department, Drexel University, Philadelphia
Athina P. Petropulu , Electrical and Computer Engineering Department, Drexel University, Philadelphia
pp. 0229

Non-Causal ARMA Model Identification by Maximizing the Kurtosis (Abstract)

Jean-Luc Vuattoux , Institut de Recherche en Cybernetique de Nantes, UMR C.N.R.S.
Eric Le Carpentier , Institut de Recherche en Cybernetique de Nantes, UMR C.N.R.S.
pp. 0234

On the Optimality of Bussgang and Super Exponential Blind Deconvolution Methods (Abstract)

G. Scarano , Dip. INFOCOM, Univ. di Roma "La Sapienza"
G. Jacovitti , Dip. INFOCOM, Univ. di Roma "La Sapienza"
pp. 0244

Recursive estimation algorithm for FIR systems using the 3rd and 4th order cumulants (Abstract)

Hyoungill Kim , Sch. of Electr. Eng., Seoul Nat. Univ., South Korea
Bumki Jeon , Sch. of Electr. Eng., Seoul Nat. Univ., South Korea
Taewon Yang , Sch. of Electr. Eng., Seoul Nat. Univ., South Korea
Koeng-Mo Sung , Sch. of Electr. Eng., Seoul Nat. Univ., South Korea
pp. 0248
TAL: Alpha-Stable Distributions: Chair: Ed Powers, University of Texas-Austin, USA

Zero-Order Statistics: A Signal Processing Framework for Very Impulsive Processes (Abstract)

Juan G. Gonzalez , Department of Electrical and Computer Engineering University of Delaware, Newark, DE
David W. Griffith , Department of Electrical and Computer Engineering University of Delaware, Newark, DE
Gonzalo R. Arce , Department of Electrical and Computer Engineering University of Delaware, Newark, DE
pp. 0254

Comparison between asymmetric generalized Gaussian (AGG) and symmetric-/spl alpha/-stable (S/spl alpha/S) noise models for signal estimation in non Gaussian environments (Abstract)

A. Tesei , Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
R. Bozzano , Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
C.S. Regazzoni , Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
pp. 0259

No Evidence of Stable Distributions in Radar Clutter (Abstract)

Jacek Ilow , Technical University of Nova Scotia
Henry Leung , Defence Research Establishment Ottawa Surface Radar Section
pp. 0264

On the modeling of network traffic and fast simulation of rare events using /spl alpha/-stable self-similar processes (Abstract)

A. Karasaridis , Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
D. Hatzinakos , Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
pp. 0268

TDE, DOA and Related Parameter Estimation Problems in Impulsive Noise (Abstract)

Ananthram Swami , Army Research Lab, AMSRL-IS-TA, Adelphi, MD 20783-1197, USA
Brian Sadler , Army Research Lab, AMSRL-IS-TA, Adelphi, MD 20783-1197, USA
pp. 0273
TPL: Array Processing: Chair: Brian Sadler, Army Research Laboratories, USA

Which cumulants should be selected for steering vector estimation? (Abstract)

T. Kaiser , Gerhard-Mercator Univ., Duisburg, Germany
J.M. Mendel , Gerhard-Mercator Univ., Duisburg, Germany
pp. 0280

MUSIC's and Cramér-Rao Bound in Fourth-Order Cumulant Domain (Abstract)

Huan Wu , Xidian University
Zheng Bao , Xidian University
Kehu Yang , Xidian University
pp. 0290

Adaptive Separation of an Unknown number of Sources (Abstract)

Z. Malouche , Laboratoire des Signaux et Systemes Supelec, Plateau du Moulon, 91192 Gif-sur-Yvette Cedex, France
O. Macchi , Laboratoire des Signaux et Systemes Supelec, Plateau du Moulon, 91192 Gif-sur-Yvette Cedex, France
pp. 0295

Near-Field Localization Using Inverse Filter Criteria-Based Blind Separation And Cumulant Matching (Abstract)

Anil Govindaraju , Auburn University, Auburn, Alabama 36849, USA
Jitendra K. Tugnait , Auburn University, Auburn, Alabama 36849, USA
pp. 0300
TPP: Source Separation & Array Processing: Chair: Ben Friedlander, University of California-Davis, USA

Covariance of finite-sample cumulants in array-processing (Abstract)

T. Kaiser , Dept. of Commun. Eng., Gerhard-Mercator-Univ., Duisburg, Germany
J.M. Mendel , Dept. of Commun. Eng., Gerhard-Mercator-Univ., Duisburg, Germany
pp. 0306

DOA Estimation using Blind Separation of Sources (Abstract)

Mehrez Hirari , Earth Observation Research Center, National Space Agency of Japan
Masashi Hayakawa , The Univ. of Electro-Communications
pp. 0311

Dimensionality Reduction in Higher-Order-Only ICA (Abstract)

Lieven de Lathauwer , K.U.Leuven
Bart de Moor , E.E. Dept.- ESAT
Joos Vandewalle , Sista/cosic
pp. 0316

Blind Source Separation with Noisy Sources (Abstract)

C. Serviere , CEPHAG-ENSIEG BP
pp. 0321

Blind Separation of Convolutive Mixtures: A Gauss-Newton Algorithm (Abstract)

Sergio Cruces , TSC Group, ESI Telecomunicacion, Universidad de Sevilla
Luis Castedo , Universidad de La Coruna
pp. 0326

Identifiability of the superimposed signals using third-order cumulants (Abstract)

D. Korze , Fac. of Electr. Eng. & Comput. Sci., Maribor Univ., Slovenia
D. Zazula , Fac. of Electr. Eng. & Comput. Sci., Maribor Univ., Slovenia
pp. 0331

Minimum Entropy Approach for Multisensor Data Fusion (Abstract)

Yifeng Zhou , Telexis Corporation Canada
Henry Leung , Defence Research Establishment Ottawa
pp. 0336

Blind separation of sources applied to convolutive mixtures in shallow water (Abstract)

M. Gaeta , Vibria, Ollioules, France
F. Briolle , Vibria, Ollioules, France
P. Esparcieux , Vibria, Ollioules, France
pp. 0340

Separation of Sinusoidal Sources (Abstract)

C. Serviere , CEPHAG-ENSIEG BP
V. Capdevielle , CEPHAG-ENSIEG BP
J-L. Lacoume , CEPHAG-ENSIEG BP
pp. 0344

Fast wideband source separation based on higher-order statistics (Abstract)

S. Bourennane , C.M.C.S., Corte, France
M. Frikel , C.M.C.S., Corte, France
A. Bendjama , C.M.C.S., Corte, France
pp. 0354

Computational Savings Using Nonlinear Statistics in DOA Estimation (Abstract)

Patrizio Campisi , Dip. Ingegneria Elettronica, Terza Universita' di Roma
Gaetano Scarano , Dip. INFOCOM, Universita' di Roma "La Sapienza"
pp. 0359

Behaviour of higher order blind source separation methods in the presence of cyclostationary correlated multipaths (Abstract)

P. Chevalier , Thomson-CSF Commun., Gennevilliers, France
V. Capdevielle , Thomson-CSF Commun., Gennevilliers, France
P. Comon , Thomson-CSF Commun., Gennevilliers, France
pp. 0363

Towards non symmetrical optimal source separation contrasts (Abstract)

E. Moreau , Univ. de Toulon et du Var, La Valette du Var, France
pp. 0368

Array Signal Processing (Abstract)

Jerome Galy , E.N.S.I.C.A
Claude Adnet , Thomson-CSF Airsys
Eric Chaumette , Thomson-CSF Airsys
pp. 0373
WAP: Detection, Estimation, Modeling & Analysis of Non-Gaussian Signals: Chair: Joel LeRoux, University of Nice, France

On representation for nonGaussian ARMA processes (Abstract)

K. Chandrasekhar , Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
S.D. Joshi , Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
pp. 0380

Factorizability of Complex Signals Higher Order (Even) Spectra : A Necessary and Sufficient Condition (Abstract)

Joel LE Roux , University of Nice Sophia Antipolis - CNRS
Cecile Huet , University of Nice Sophia Antipolis - CNRS
pp. 0385

The Estimation of Stable Distribution Parameters (Abstract)

Stephen Bates , University of Edinburgh
Steve McLaughlin , University of Edinburgh
pp. 0390

Variability in Higher Order Statistics of Measured Shallow-Water Shipping Noise (Abstract)

Lisa A. Pflug , Naval Research Laboratory
Pamela Jackson , Naval Research Laboratory
George E. Ioup , Department of Physics, University of New Orleans
Juliette W. Ioup , Department of Physics, University of New Orleans
pp. 0400

Higher Order Moment Detection of Transients in Measured Shallow-Water Noise (Abstract)

Lisa A. Pflug , Naval Research Laboratory
George E. Ioup , University of New Orleans, LA 70148
Juliette W. Ioup , University of New Orleans, LA 70148
pp. 0405

Detection and Classification of Spectrally Equivalent Processes: A Parametric Approach (Abstract)

Martial Coulon , National Polytechnics Institute of Toulouse, LEN7/GAPSE
Jean-Yves Tourneret , National Polytechnics Institute of Toulouse, LEN7/GAPSE
Mounir Ghogho , National Polytechnics Institute of Toulouse, LEN7/GAPSE
pp. 0410

Robust Time-Frequency Representations for Signals in Alpha-Stable Noise Using Fractional Lower-Order Statistics (Abstract)

David W. Griffith Jr , University of Delaware, Newark, DE
Juan G. Gonzalez , University of Delaware, Newark, DE
Gonzalo R. Arce , University of Delaware, Newark, DE
pp. 0415

Application of the Positive Alpha-Stable Distribution (Abstract)

Robert D. Pierce , Carderock Division, Naval Surface Warfare Center
pp. 0420

Asymptotic Distribution of the Hermite Normality Test (Abstract)

David Declercq , ETIS-ENSEA 6, avenue du PONCEAU 95014, Cergy-Pontoise, France
Patrick Duvaut , ETIS-ENSEA 6, avenue du PONCEAU 95014, Cergy-Pontoise, France
pp. 0425

High-Order Properties of M-Band Wavelet Packet Decompositions (Abstract)

D. Leporini , Laboratoire des Signaux et Systemes - CNRS, Plateau de Moulon, 91192 Gif-sur-Yvette, France
J.-C. Pesquet , Laboratoire des Signaux et Systemes - CNRS, Plateau de Moulon, 91192 Gif-sur-Yvette, France
pp. 0430

Bussgang Gaussianity Test For Stationary Series (Abstract)

G. Giunta , Dip. INFOCOM, Univ. di Roma "La Sapienza",
G. Jacovitti , Dip. INFOCOM, Univ. di Roma "La Sapienza",
G. Scarano , Dip. INFOCOM, Univ. di Roma "La Sapienza",
pp. 0434

Testing Multivariate Gaussianity with the Characteristic Function (Abstract)

Abdelhak M. Zoubir , Signal Processing Research Centre, Queensland University of Technology
Christopher L. Brown , Signal Processing Research Centre, Queensland University of Technology
Boualem Boashash , Signal Processing Research Centre, Queensland University of Technology
pp. 0438
WAL: Modeling, Statistical Tests: Chair: Karl-Dirk Kammeyer, University of Bremen, Germany

Testing the Gaussian assumption for self-similar teletraffic models (Abstract)

Stephen Bates , University of Edinburgh
Steve McLaughlin , University of Edinburgh
pp. 0444

Playing with long range dependence and HOS (Abstract)

P.O. Amblard , ENSIEG, Saint Martin d'Heres, France
J.M. Brossier , ENSIEG, Saint Martin d'Heres, France
J.L. Lacoume , ENSIEG, Saint Martin d'Heres, France
pp. 0453

Detection of a Common Non-Gaussian Signal in Two Sensors Using the Bootstrap (Abstract)

Hwa-Tung Ong , Signal Processing Research Centre, Queensland University of Technology
D. Robert Iskander , Signal Processing Research Centre, Queensland University of Technology
Abdelhak M. Zoubir , Signal Processing Research Centre, Queensland University of Technology
pp. 0463

Author Index (PDF)

pp. 0469
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