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2005 IEEE/SP 13th Workshopon Statistical Signal Processing(SSP)
Bordeaux, France17-20 July 2005
Volume 1 of 2
IEEE Catalog Number:ISBN:
05TH88390-7803-9403-8
TIB/UB Hannover128 581 875
89
Table of Contents
1 - Special Session: Statistical Signal Processing in High Energy PhysicsOpportunities for Statistical Signal Processing in High-Energy Physics 3Bruce Denby
Filtering, Robust and Adaptive Methods for Track Reconstruction 8Are Strandlie
Signal Reconstruction in a High Rate Environment for Scintillator Calorimeters 14Esteban Fullana, J. Castelo, V. Castillo, C. Cuenca, A. Ferrer, E. Higon, C. Iglesias,A. Munar, J. Poveda, A. Ruiz-Martinez, B. Salvachua, C. Solans, R. Teuscher, J. Vails
Track Identification in High Energy Physics 18Hagit Messer-Yaron, Giora Mikenberg, David Primor
2 - Special Session: Student Paper Contest 1Simulation of positive normal variables using several proposal distributions 27David Brie, Jerome Idier, Vincent Mazet
PHD Filtering for Tracking an Unknown Number of Sources Using an Array of Sensors 33Balakumar Balasingam, Thiagalingam Kirubarajan, James Reilly, Abhijit Sinha
Composite Likelihood Estimation for Multivariate Mixed Poisson Distributions 39Florent Chate lain, Jean-Yves Tourneret
Paramteric Esimation of Multi-Dimensional Affme Transformation in the Presence of Noise: a LinearSolution 45Joseph M. Francos, Rami Hagege
3 - Special Session: Student Paper Contest 2Robust Independent Component Analysis 51Sajjad Baloch, Marc Genton, Hamid Krim
Robust Linear Receiver Design for Multi-Access Space-Time Block Coded MIMO Systems Using StochasticOptimization 55Alex Gershman, Yue Rong, Sergiy Vorobyov
A New Family of Approximate QR-LS Algorithms for Adaptive Filtering 61S. C. Chan, Yi Zhou
Multi-Channel Mono-Path Periodic Signal Extraction with Global Amplitude and Phase Modulation forMusic and Speech Signal Analysis 66Dirk Slock, Mahdi Triki
Alamouti Space-Time Code Relaying Strategy for Wireless Networks 72Nima Khajehnouri, Ali Sayed
Particle filtering under communications constraints 77John Fisher, Alexander T. Ihler, Alan Willsky
4 - Adaptive FiltersAn Efficient Model for the Convergence Behavior of the FXLMS Algorithm with Gaussian Inputs 85Jose Carlos Bermudez, Leonardo Resende
Robustness Analysis of a Gradient Identification Method for a Nonlinear Wiener System 90Ernst Aschbacher, Markus Rupp
Tracking Properties of a Convex Combinations of two Adaptive Filters 95Jeronimo Arenas-Garcia, Anibal Figueiras-Vidal, Ali Sayed
A New Proportionate Fast LMS/Newton Algorithm for Adaptive Filtering 101S. C.Chan, K. L Ho, Yi Zhou
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Comparative Analysis of Importance Sampling Techniques to Estimate Error Functions for TrainingNeural Networks 107Maria Pilar Jarabo-Amores, Francisco Lopez-Ferrer as, Manuel Rosa-Zurera, Jose Luis Sanz-Gonzdlez
Geometric analysis of filtered-x LMS algorithms 112Linda DeBrunner, Victor DeBrunner, Yunhua Wang, Dayong Zhou
A Robust General Normalised Gradient Descent Algorithm 117Anthony Kuh, Danilo Mandic, Dragan Obradovic
An Improved Recursive Least Squares Algorithm Robust to Input Power Variation 121Jose Carlos Bermudez,Charles S Ludovico
Bayesian Adaptive Filtering at Linear Cost 125Tayeb Sadiki, Dirk Slock
5 - Adaptive EqualizationAn Iterative Method for Blind Equalization of Multiple FIR Channels 133Jun-Da Chen, Shang-Chun Tsai, Fang-Biau Ueng, Shiann-Jeng Yu
CCA based Algorithms for Blind Equalization of FIR MIMO Systems 138Ignacio Santamaria, Javier Via
Using LMS Weighting Values As the Channel State Information for OFDM based Systems 143Yung-An Kao, Chi-Ting Wu
Tracking analysis of some space-time blind equalization algorithms 149Maria Miranda, Magno Silva
Adaptive Precoding in MIMO Wireless Communication Systems Using Blind Channel Prediction OverFrequency Selective Fading Channels 155Luis Castedo, Paula, M. Castro, Joaquin Miguez
Rapid Equalisation for a High Integrity Bluetooth Receiver 161Choo Leng Koh, Charles Tibenderana, Stephan Weiss
Flexible MMSE DFE Using Length and Lag Adaptation 166Colin Cowan, Yu Gong
Functional Link Equaliser with Decision Selection for Combatting Cocbannel Interference 171Gavin Paterson, John Soraghan
High Fractionally Spaced Constant Modulus Blind Equalization for high order QAM Signalling 176Abdelouahib Zaouche, lyad Dayoub, Jean Michel Rouvaen
Concurrent Constant Modulus Algorithm and Decision Directed Scheme for Synchronous DS-CDMAEqualisation 181Mahmoud Hadef, Stephan Weiss
6 - Adaptive EstimationAutocorrelation-based Algorithm for ARMA Model Order Selection in Colored Gaussian Noise 189Adnan Al-Smadi
Parameter estimation in a class of nonlinear state - space models 193Mihai Enescu, Visa Koivunen
Error Whitening Non-Parametric Maximum Likelihood Channel Estimator 197Vimal Bhatia, Bernard Mulgrew
On the Efficient Frequency Estimation of a Single Tone 199Jonathon Chambers, Andreas Jakobsson, Malcolm Macleod, Zhuo Zhang
Spectral Symmetry Iterative Frequency Estimation Algorithm 203Sam Reisenfeld, Jeffrey Tsui
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Structural Breaks Estimation for Non-stationary Time Series Signals 207Richard Davis, Thomas Lee, Gabriel Rodriguez-Yam
Fast Algorithms for Minor Component Analysis 213Karim Abed-Meraim, Samir Attallah, Steve Bartelmaos
Adaptive Linear Estimators, Using Biased Cramer-Rao Bound 218Saeed Gazor, Kamal Shahtalebi
Non-Stationary Time-Series Segmentation based on the Schur Prediction Error Analysis 224Olivier Adam, Christophe Laplanche, Maciej Lopatka, Jean-Francois Motsch, Jan Zarzycki
7 - Adaptive Array ProcessingReal-Time Implementation of an Adaptive Bayesian Beamformer 231Joseph Arrowood, Scott Briles, Thierry Cases, Etienne Fiset, Dakx Turcotte
Wideband Robust Beamforming based on Worst-Case Performance Optimization 237El-keyi Amr, Alex Gershman, Thia Kirubarajan
A State Space Approach To Robust Adaptive Beamforming 243El-keyi Amr, Alex Gershman, Thia Kirubarajan
Robust Wideband DOA Estimation 249Fabrizio Sellone
Constant Beamwidth Generalised Sidelobe Canceller 255Choo Leng Koh, Stephan Weiss
Fast Adaptive ESPRIT Algorithm 260Roland Badeau, Bertrand David, Gael Richard
Sufficient Condition for an Adaptive System to Approximate the Neyman-Pearson Detector 265Roberto Gil-Pita, Pilar Jarabo-Amores, Francisco Lopez-Ferreras, Manuel Rosa-Zurera
A Partially Adaptive Beamforming with Slepian-based Quiescent Response 270Huixia He, Shawn Kraut
Multi-Rank Adaptive Beamforming 275Magnus Lundberg, Ali Pezeshki, Louis L. Scharf
8 - Adaptive EstimationSimultaneous Segmentation, Compression, and Denoising of Signals using Polyharmonic Local SineTransform and Minimum Description Length Criterion 283Naoki Saito, Ernest Woei
Lattice Filter with Adjustable Gains and its Application in Optical Signal Processing 289Louis Hunt, Govind Kannan, Duncan Macfarlane, Issa Panahi, Jian Tong
An Algorithm for Minimum Bandpass Sampling Frequency for Multiple RF Signals in SDR System 295Vikram Gadre, Satyabrata Sen
AM-FM Decomposition of Speech Signals: an Asymptotically Exact Approach based on the Iterated HilbertTransform 301Giorgio Biagetti, Paolo Crippa, Francesco Gianfelici, Claudia Turchetti
FIR Adaptive Filters based on the Hirschman Optimal Transform 306Osama Alkhouli, Victor DeBrunner, Mark Yeary, Yan Zhai
A Signal Processing Application of Randomized Low-Rank Approximations 311Peter Parker, Vahid Tarokh, Patrick Wolfe
A Novel Blind Deconvolution Method via Maximum Entropy 317Ben Zion Bobrovsky, Monika Pinchas
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Rank Reduction for Rapid Timing Acquisition hr lja^jMWiilBff»»mBnications 323Hongya Ge, Louis Scharf » - -= •
9 - Computer Intensive Statistical Inference -w^--- -' /*̂ .'
A Bayesian procedure to recognize independent signals.........................mMm.Mnravw....M.M 331Terrence L. Fine, Chin-Jen KuChange-point Detection in Astronomical Data by using a Hierarchical Model and a Bayesian SamplingApproach 335Nicolas Dobigeon, Jeffrey D. Scargle, Jean -Yves Tourneret
Deterministic Particle Filters for Joint Blind Equalization and Decoding on Frequency Selective Channels 341Luiz Baccald, Claudio Bordin
Particle Filtering with Alpha-Stable Distributions 346Alin Achim, Paul Brasnett, David Bull, Nishan Canagarajah, Lyudmila Mihaylova
Inference for Probabilistic Unsupervised Text Clustering 351Olivier Cappe, Lois Rigouste, Francois Yvon
Sample-Efficiency-Optimized Auxiliary Particle Filter 357Feng Guo, Gang Qian
Optimal Recursive Filtering using Gaussian Mixture Model 362Igal Bilik, Joseph Tabrikian
Approximate Conditional Mean Particle Filter 368Thia Kirubarajan, James Reilly, Derek Yee
Convex Surrogates and Stable Message-passing: Joint Parameter Estimation and Prediction in coupledGaussian Mixture Models 373Martin Wainwright
Estimating Local Intrinsic Dimension with k-Nearest Neighbor Graphs 379Jose Costa, Abhishek Girotra, Alfred Hero
10 - Image Analysis and ApplicationsGeometric Harmonics as a Statistical Image Processing Tool for Images on an Irregularly-Shaped Domain 387Naoki Saito
Minimum Eigenvalue based 3-D AR Model Order Selection 393Brahim Aksasse, Yannick Berthoumieu, Mohamed Najim, Youssef Stitou
Multiscale Object Features from Clustered Complex Wavelet Coefficients 398Ryan Anderson, Julien Fauqueur, Nick Kingsbury
Providing Sample Shape Statistics with FCA and ISA Approaches 403Sofiane Boudaoud, Olivier Meste, Herve Rix
Classification of Images Using Spatial Random Trees 409Charles Bouman, Mary Harper, Ilya Pollak, Wiley Wang
New Features Extraction and Application based on Gaussian-Hermite Moments in FingerprintClassification 413Mo Dai, Lin Wang
A Combined Multiresolution Approach for Faint Source Extraction from Infrared Astronomical RawImages Sequence 419AhmedNabil Belbachir, Peter Goebel
Application of a Two-Stage Algorithm for Adaptive Detection in Hyperspectral Imaging 425Michael Farrell, Russell Mersereau
Asymptotic Global Confidence Regions for 3-D Parametric Shape Estimation in Inverse Problems 431Yoram Bresler, Pierre Moulin, Jong Ye
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A Bayesian Approach to Nonlinear Diffusion based on a Laplacian Prior for Ideal Image Gradient 437Antonis Katartzis, Wilfried Philips, Aleksandra Pizurica, Hichem Sahli, Iris Vanhamel
11 - Direction-of-Arrival Estimation and TrackingComparison of two IMM tracking and classifier architectures based on Extended and Uscented KalmanFilters with comparison to CRLB 445Alfonso Farina, Sandro Immediata, Marco Meloni, Luca Timmoneri, Domenico Vigilante
Analysis and Design of (non-)Isotropic Arrays for 3D Direction Finding 451Houcem Gazzah, Sylvie Marcos
An Algorithm for Tracking Multiple Wideband Cyclostationary Sources 456Howard Fan, Huiqin Yan
Application of Linear Discriminant Functions to Location Estimation 461Gallo Nuno-Barrau, Jose Manuel Pdez Borrallo
An Acoustic Multiple Target Tracker 467Volkan Cevher, James McClellan
Bayesian Model Selection for Multisensor Track-to-Track Association and Track Fusion 473Huimin Chen, X. Rong Li
Analysis of Direct Position Determination Approach in the Presence of Model Errors 479A Ion Amar, Anthony. J. Weiss
Localization of Wideband Sources in Colored Noise via Generalized Least Squares (GLS) 483Kash Khorasani, Javad Mohammadpour Velni
12 - Estimation TheoryMSE Bounds Dominating the Cramer-Rao Bound 491Yonina Eldar
A data-driven Haar-Fisz transform for multiscale variance stabilization 497Veronique Delouille, Piotr Fiyzlewicz
Blind Minimax Estimators: Improving on Least Squares Estimation 502Zvika Ben-Haim, Yonina Eldar
A Kullback's Symmetric Divergence Criterion with Application to Linear Regression and Time SeriesModel 508Hocine Belkacemi, Abed -Krim Seghouane
Non-Central Quadratic forms on Complex Random Matrices and Applications 512Tharmalingam Ratnarajah
Ziv-Zakai Bound for Harmonic Retrieval in Multiplicative and Additive Gaussian Noise 517Philippe Ciblat, Mounir Ghogho
A New Derivation of the Bayesian Bounds for Parameter Estimation 523Philippe Forster, Pascal Larzabal, Alexandre Renaux
Adaptive M-Estimators for Use in Structured and Unstructured Robust Covariance Estimation 529Ramon Brcich, Christopher Brown, Christian Debes
Asymptotic Normality of the Sample Covariances of Evanescent Fields in Noise 535Joseph M. Francos, Mark Kliger
13 - Detection and ClassificationDetection of Signals in Nonstationary Random Noise via Stationarization and Stationarity Test 543Hiroshi Ijima, Akira Ohsumi, Ryo Okui
Ionizing Radiation Detection Using Jump Markov Linear Systems 547Eric Barat, Thomas Dautremer, Luc Eglin, Thierry Montagu, Jean-Christophe Trama
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Activity Detection of a PSK Signal in Unknown White Gaussian Noise: Optimal and Suboptimal InvariantDetectors 552Mohammad Reza Aref Mostafa Derakhtian, Saeed Gazor, Aliakbar Tadaion
Estimation of the Number of Sources with DOA priors 558Mostafa Kaveh, Mahdi Nezafat
Computationally Efficient Method for Estimation of the Number of Signals in Multipath Environment 564Yoji Ohashi, Akira Sano, Jingmin Xin
On Signal Detection Using the Benjamini-Hochberg Procedure 570Johann F. Boehme, Pei-Jung Chung, Alfred Hero, Christoph F. Mecklenbraeuker
Scale-Invariant Adaptive Detection by a Ratio of Generalized Variances 574Ivars Kirsteins
Sequential Design of Experiments for a Rayleigh Inverse Scattering Problem 580Alfred Hero, Raviv Raich, Raghuram Rangarajan
Minimum expected risk probability estimates for nonparametric neighborhood classifiers 586Luca Cazzanti, Maya Gupta, Santosh Srivastava
Transformation of Adaptive Thresholds by Significance Invariance for Change Detection 591TilAach, Alexandru Paul Condurache
14 - Channel Estimation and SynchronizationOn the effects of nonuniform sampling for interferometric phase estimation in the presence of layover 599Federica Bordoni, Fulvio Gini, Andreas Jakobsson, Fabrizio Lombardini
A Bernoulli-Gaussian model for multipath channel estimation in downlink WCDMA 605Maiylin Arndt, Lahouari Fathi, Genevieve Jourdain
A Fast Blind Channel Estimation Method for ZP-OFDM Systems 610Faisal O. Alayyan, Yee Hong Leung, Abdelhak Zoubir
Multipath Delay Estimation using the Magnitude Spectrum 615Granger Hickman, Jeffrey Krolik
Diamond Contour-based Phase Recovery for Cross-QAM Constellations 621Marcos Alvarez-Diaz, Roberto Lopez-Valcarce
Kalman Filter for Channel Tracking in Wireless MC-CDMA systems 627S. C. Chan, H Cheng, Z. G. Zhang
Semi-blind Parameters and Symbols Joint Estimation for a Hammerstein Type Channel using Precoding 632Gerard Favier, Alain Kibangou
Frequency Offset Estimation for Galileo/GPS Receivers based on Differential Correlation 637Christoph Giinther, Andre Neubauer, Andreas Schmid
Blind MIMO system estimation based on PARAFAC decomposition of HOS tensors 642Athina Petropulu, Yuanning Yu
Two New Approaches to Channel Prediction based on Sinusoidal Modelling 646Ming Chen, Torbjorn Ekman, Mats Viberg
15 - Hidden Markov ModelsRecursive Computation of the Score and Observed Information Matrix in Hidden Markov Models 653Olivier Cappe, Eric Moulines
Restoring Hidden non Stationary Process using Triplet partially Markov Chain with Long Memory Noise 658Pierre Lanchantin, Wojciech Pieczynski
Modeling temporal dependence of Spherically Invariant Random Vectors with triplet Markov chains 663Nicolas Brunei, Wojciech Pieczynski
Table of Contents
Bayesian Smoothing Algorithms in Pairwise and Triplet Markov Chains 669Boujemaa Ait-el-Fquih, Francois Desbouvries
Modeling non Stationary Hidden semi-Markov Chains with Triplet Markov chains and Theory of Evidence 675Wojciech Pieczynski
16 - Signal Restoration, Reconstruction and EnhancementBuilding a bayesian framework to analyse measurements from the Ligne D'Integration Laser Facility 683Raphael Andre, Pierre Minvielle-Larousse, Xavier Vallieres
Sparseness via L2-norm minimization? 687Felipe Marti-Lopez
Nonparametric Inference for Pile-Up Correction in Nuclear Spectroscopy 692Eric Moulines, Francois Roueff, Antoine Souloumiac, Thomas Trigano
Parallel deflation with alphabet-based criteria for blind source extraction 697Pierre Comon, Ludwig Rota, Vicente Zarzoso
Enforcing Sparsity, Shift-Invariance and Positivity in a Bayesian Model of Polyphonic Piano Music 702Thomas Blumensath, Mike Davies
Reconstruction of Unequally—Sampled Random Processes 707David J. Thomson
Kernel Wiener Filter using Canonical Correlation Analysis Framework 713MahmoodAzimi-Sadjadi, Makoto Yamada
Texture Segmentation with Diffusions on Arbitrary Graphs 719Xiaogang Dong, Ilya Pollak
Speech Enhancement using Nullspace-based Sound Field Control for Barge-in Free Spoken DialogueInterface 722Shigeki Miyabe, Hiroshi Saruwatari, Kiyohiro Shikano, Yosuke Tatekura
A Minimax Approach for Mean Square Denoising 728Yonina Eldar, Jean-Christophe Pesquet
Robust Video Analysis: Which Statistics to Use? 733Driss Aboutajdine, Hocine Cherifi, Mohammed El Hassouni
17 - System Identification and Spectrum EstimationSemiparametric Model Selection with Applications to Regression 741Huimin Chen, X. Rong Li, Zhanlue Zhao
An Efficient Finite Positivity Test Algorithm for Statistical Signal Processing Applications 747- Swaminathan Ganesan, lssa Panahi
Bernoulli-Gaussian spectral analysis of unevenly spaced astrophysical data 752:$$ebastien Bourguignon, Herve Carfantan
A Class of Quadratic FIR Filters with Applications to Spectral Shaping and Narrow Band Generation 758r Panahi, Kripasagar Venkat
Synthesis Models for N-Dimensional Discrete-Space Self-Similar Signals 764sin Lee, Rajesh Narasimha, Raghuveer Rao
meed Line Search Applied to Blind Channel Identification: Identifiability Conditions 769; Comon, Myriam Rajih
act Solution for Incorporating Boundary Continuity Constraints in Subband All-Pole Modelling 775I Hill, James Hopgood
i Passing Expectation-Maximization Algorithms 781'lA. O'Sullivan
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Asymptotics for Linear Predictors of Strongly Dependent Time Series 787Pascal Bondon, Wilfredo Palma
Noisy Speech De-Reverberation as a SIMO System Identification Issue 793William Bobillet, Roberto Diver si, Eric Grivel, Roberto Guidorzi, MohamedNajim, Umberto Soverini
18 - Time-Frequency and Time-Scale AnalysisAdaptive Minimum Entropy Decomposition on the Time-Frequency Plane 801Selin Ayiyente, Zeyong Shan
Sparse Representations of images using overcomplete complex wavelets 805Tony Adeyemi, Mike Davies
Robust Quadratic Time-Frequency Distributions for the Analysis of Multicomponent FM Signals in Heavy-Tailed Noise 810Karim Abed-Meraim, Mohamed Sahmoudi
Reassignment of diffused time-frequency distributions 815Julien Gosme, Cedric Richard
Modified EZW Coding for the M-Band Wavelet Transform and its Application to Image Compression 820Ganesh Bhokare, Vikram Gadre, Raghuram Karthik
Time-Frequency and Dual-Frequency Representation of Fractional Brownian Motion 826Alfred Hanssen, Tor Arne Oigard, Louis L. Scharf
Maximum likelihood parameter estimation of short time multicomponent signals with nonlinear AM/FMmodulation 831Francois Leonard, Meryem Jabloun, Nadine Martin, Michelle Vieira
Adaptive Coherence Analysis of Nonstationary Time Series using the Adaptive Lomb Spectrum 837S. C. Chan, Z. G. Zhang
Image Compression with Best Local Cosine Bases 841Yan Huang, llya Pollak
Linear Methods for TFARMA Parameter Estimation and System Approximation 844Franz Hlawatsch, Michael Jachan, Gerald Matz
19 - Radar Array Signal ProcessingHigh resolution vector-sensor array processing using quaternions 853Nicolas Le Bihan, Jerome 1. Mars, Sebastian Miron
The noncentral Wishart distribution: properties and application to speckle imaging 859Andrea Ferrari, Gerard Letac, Jean -Yves Tourneret
The RSMI Algorithm for Airborne MTI Radar 865Jose Carlos Bermudez, Eduardo Hermesmeyer
Robust Adaptive Beamforming Using Probability-Constrained Optimization 869Alex Gershman, Yue Rong, Sergiy Vorobyov
Reducing Excess Variance in Beamspace Methods for Uniform Circular Array 875Fabio Belloni, Visa Koivunen, Andreas Richter
Buried Objects Localization in Presence of Correlated Signals 879Salah Bourennane, Zineb Saidi
Application of the Fractional Fourier Transform to ISAR Range Profile Compensation of Fast-movingTarget 885LiuAifang, Jin Lin, ZhuXiao-hua
On DOA estimation in unknown colored noise-fields using an imperfect estimate of the noise covariance 890Magnus Jansson, Karl Werner
Table of Contents
Quasi-Parabolic Ionosphere Modeling to Track with Over-The-Horizon Radar 896David Bourgeois, Marc Fle'cheux, Christele Morisseau
A STAP Algorithm for Radar Target Detection in Heterogeneous Environments 900Elias Aboutanios, BernardMulgrew
20 - Biomedical Signal ProcessingNegentropy Analysis of Surface Electromyogram Signal 909SeyyedM. Firoozabadi, Kianoush Nazarpour, R. Sharafat Ahmad
Soft/Hard Focalization in the EEG Inverse Problem 913Teodor Iulian Alecu, Pandelis Giannakopoulos, Pascal Missonnier, Thierry Pun, Sviatoslav Voloshynovskiy
Robust Biclustering Algorithm (ROBA) for DNA Microarray Data Analysis 918Alain Tchagang, Ahmed Tewfik
Finding Transcription Factor Binding Sites in DNA Sequences: A Template based Approach 924Sumedha Gunewardena, Zhaolei Zhang
Noise Estimation in Panoramic X-ray Images: an Application Analysis Approach 930Ahmed Nabil Belbachir, Peter Goebel, Michael Tmppe
Estimating the number of clusters in microarray data sets based on an information theoretic criterion 936Jaakko Astola, Daniel Nicorici, Olli Yli-Harja
A New Approach for HMM based Protein Sequence Modeling and its Application to Remote HomologyClassification 941Gernot A. Fink, Thomas Plotz
A Hybrid Algorithm for Removal of Eye Blinking Artifacts from Electroencephalograms 946Jonathon Chambers, Saeid Sanei, Leor Shoker
Scoring of Coding Regions in DNA Sequences based on Position Asymmetry 950Ramon Brcich, Thomas Jost, Abdelhak Zoubir
21 - Signal Processing for Wireless CommunicationsJoint Compression, Detection, and Routing in Capacity Constrained Wireless Sensor Networks 957Onur Guleiyuz, Ulas Kozat
Complex Singular Wishart Matrices and Multiple-Antenna Systems 963Tharmalingam Ratnarajah
Cyclostationarity-based Parameter Estimation of Wide-Band Signals in Mobile Communications 968Valentina De Angelis, Luciano Izzo, Antonio Napolitano, Mario Tanda
Statistical Analysis of Local Features in Network Traffic Processes 972Giada Giorgi, Claudio Narduzzi, Paolo Attilio Pegoraro
Robust Decorrelating Multiuser Detection in the Presence of Alpha-Stable Channel Noise 978Jacek Falkiewicz, Jerzy Szabatin
Rate Distortion of Stationary and Nonstationary Vector Gaussian Sources 984t Venceslav Kafedziski
Ine use of Probability Control for CDMA System Optimization 990t>ft$ik Bergel, Hagit Messer-Yaron
Parallel interference cancellation technique applied to DS-OCDMA systems 996• Qhristelle Aupetit-Berthelemot, Jean-Pierre Cances, Jean-Michel Dumas, Claire Goursaud, Anne Julien-Vergonjanne,Younes Zouine
| \ tlM Approximation of Eigenvalue Distribution in I.I.D MIMO Channels under Rayleigh Fading 1001foshio Karasawa, Shen Sha, Tetsuki Taniguchi
Table of Contents
22 - Special Session: Independent Component AnalysisA Generalized Least Squares Approach to Blind Separation of Sources which have Variance Dependencies 1009Aapo Hyvarinen, Yutaka Kano, Shohei Shimizu
Asymptotic Performance of the FastICA Algorithm for Independent Component Analysis and ItsIprovements 1013Zbynek Koldovsky, Erkki Oja, Petr Tichavsky
Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the Cramer-RaoLower Bound 1019Zbynek Koldovsky, Petr Tichavsky
An LMS Viewpoint on the Local Stability of Second Order Blind Source Separation 1025Julien Bourgeois
Bayesian noisy ICA for source switching environments 1031Jun-ichiro Hirayama, Shin Ishii, Shin-ichi Maeda
On Approximate Joint "Biagonalization" - a Tool for Noisy Blind Source Separation 1037Arie Yeredor
Non-negative Source Separation using the Maximum Likelihood Approach 1043David Brie, Cedric Carteret, Said Moussaoui
Combined Non-Orthogonal Joint Zero-Diagonalization and Joint Diagonalization for Sources Separation 1049Elmostafa Fadaili, Eric Moreau, Nadege Thirion-Moreau
Separation of Polynomial Post Non-Linear Mixtures of Discrete Sources 1055Boaz Lachover, Arie Yeredor
Shifted Non-Negative Matrix Factorisation for Sound Source Separation 1061Eugene Coyle, Matt Cranitch, Deny FitzGerald
Generalized Contrast Functions for Blind Source Separation with Unknown Number of Sources 1066Mohamed Sahmoudi
23 - Special Session: Sensor Networks 1Cooperative Time-Reversal Communication in Wireless Sensor Networks 1075Richard Barton, Ji Chen, Kyle Huang, Dagang Wu
Sensor Network Particle Filters: Motes as Particles 1081Mark Coates, Garrick Ing
Sleeping policies for energy-efficient tracking in sensor networks 1087Venugopal Veeravalli, Arun Visvanathan
A First Look at the Hidden Cost of Random Node Placement in Wireless Sensor Networks 1093Jean-Francois Chamberland
On Optimal Parametric Field Estimation in Sensor Networks 1098Hesham El-Gamal, Ke Liu, Akbar Sayeed
A Lower Bound to the AWGN Remote Rate-Distortion Function 1104Michael Gastpar
Signal Reconstruction from Noisy Randomized Projections with Applications to Wireless Sensing 1110Jarvis Haupt, Robert Nowak
Distributed Inference in Wireless Sensor Networks: Some Recent Results 1116H. Vincent Poor
Distributed Tracking in Multi-hop Networks with Communication Delays and Packet Losses 1117Murat Alanyali, Venkatesh Saligrama
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Distributed Wavelet Transform for Irregular Sensor Network Grids 1123Richard Baraniuk, Hyeokho Choi, Ve'ronique Delouille, Raymond Wagner
An Approximate Dynamic Programming Approach for Commuications Constrained Inference 1129John Fisher, Jason Williams, Alan Willsky
24 - Special Session: Sensor Networks 2Simple and High-Performing DOA Estimation by a Field of Blind Beepers 1137Stefano Marano, Vincenzo Matta, Lang Tong, Peter Willett
APOCS: a Rapidly Convergent Source Localization Algorithm for Sensor Networks 1141Doron Blatt, Alfred Hero
A Communication Architecture for Reaching Consensus in Decision for a Large Network 1147Yao-Win Hong, Anna Scaglione, Pramod Varshney
Distributed Tracking in Ad-hoc Sensor Networks 1153Haralabos Papadopoulos, Tien Pham
Sensor Scheduling And Target Tracking Using Expectation Propagation 1159Travis Hestilow, Yufei Huang, Tao Wei
Energy-Aware Data-Centric MAC for Application-Specific Sensor Networks 1165Yunxia Chen, Lang Tong, Qing Zhao
Non-Cooperative Localization of Binary Sensors 1170Monica Bugallo, Petar Djuric, Joaquin Miguez, Mahesh Vemula
Distributed Kalman Filtering based on Severely Quantized WSN data 1175Georgios B. Giannakis, Alejandro Ribeiro
Sensor Localization Using Acoustic Doppler Shift with a Mobile Access Point 1180Richard Kozick, Brian Sadler
25 - Special Session: Computer Intensive Statistical InferenceA Study on Multitarget Tracking with Adaptive Local Linearisation Particle Filters 1187George Kravaritis, Bernard Mulgrew
Using the Particle Filter as Mitigation to GPS Vulnerability for Navigation at Sea 1192Fredrik Gustafsson, Rickard Karlsson
An Alternative Approach for the Resampling in the Bootstrap Filter 1196Alexsandro M. Jacob, Takashi Yoneyama
Variable rate particle filters for tracking applications 1201Simon Godsill, Jaco Vermaak
Tracking variable number of targets using Sequential Monte Carlo Methods 1207Simon Godsill, Jack Li, William Ng, Jaco Vermaak
Harmonic Tracking using Sequential Monte Carlo 1212Manuel Davy, Corentin Dubois
A Particle filter to Mitigate Jamming for GPS Navigation 1217AmaudDoucet, Audrey Giremus, Jean-Yves Tourneret
| , Mnltisensor Fusion for Target Tracking using Sequential Monte Carlo Methods 1223Petar Djuric, Mahesh Vemula
, Bootstrap based Spectral Analysis 1228>Abdelhak Zoubir
26 - Special Session: Optimal Training Design for Channel EstimationExploiting Hidden Pilots for Carrier Frequency offset Estimation for Generalized MC-CDMA Systems 1237
}YiMa, Rahim Tafazolli
Table of Contents
Improved Synchronisation for Superimposed Training based Channel Estimation 1242Enrique Alameda-Hernandez, Mounir Ghogho, M. Lara Manuel, Desmond C. McLernon, Aldo G Orozco-Lugo
On Superimposed-Training Power Allocation for Time-Varying Channel Estimation 1248Shuangchi He, Xiaohong Meng, Jitendra Tugnait
Performance Analysis of an MIMO Channel Estimator based on Superimposed Training and First-OrderStatistics 1254Shuangchi He, Jitendra Tugnait
Recursive MMSE Estimation of Wireless Channels based on Training Data and Structured CorrelationLearning 1260Gerald Matz
Optimal Training Designs for Bayesian Channel Estimators with Application in CDMA Systems 1266Anna Scaglione, Azadeh Vosoughi
Optimal Training for ML and LMMSE Channel Estimation in MIMO Systems 1271Geert Leus, A lie-Jan Van der Veen
Optimal Training for Affine-Precoded and Cyclic-Prefixed Block Transmissions 1275Mounir Ghogho, Ananthram Swami
Bandwidth and Power Efficiency Considerations for Optimal Training in OFDM 1281Ning Chen, Ananthram Swami, G. Tong Zhou
Extraction of attributes for visual object recognition and DNA microarray analysis 1287Sebastien Gadat
27 - Special Session: Biomedical Signal ProcessingAn overview of the role of context-sensitive HMMs in the prediction of ncRNA genes 1295P.P. Vaidyanathan, Byung-Jun Yoon
Level Set Estimation in Medical Imaging 1301Robert Nowak, Rebecca Willett
A Fourier Product Method for Detecting Approximate Tandem Repeats in DNA 1307Vincent A. Emanuele II, Thao T. Tran, G. Tong Zhou
Constrained, Globally Optimal, Multi-Frame Motion Estimation 1313Michael Elad, Sina Farsiu, Peyman Milanfar
Optimization Criteria for DNA Repair 1319Ronit Bus tin, Hagit Messer-Yaron
Feature Extraction for DNA Base-Calling Using NNLS 1325Lucio Andrade-Cetto, Elias Manolakos
Probabilistic-based Circuit Design for Bio-medical Applications 1331Jie Chen
Identifying Differentially Expressed Genes from Probe Level Intensities in Longitudinal AffymetrixMicroarray Experiments 1337Alfred Hero, Dongxiao Zhu
28 - Plenary SessionsStatistical Signal Processing for Automotive Safety Systems 1345Fredrik Gustafsson
Quasi-separability and hierarchical quasi-separability in stochastic signal processing 1353Patrick Dewilde