Arie
Yeredor’s
Homepage
Dr. Arie Yeredor
Room 121, Electrical Engineering Labs building
Dept. of Electrical Engineering - Systems
Tel-Aviv, 69978
Phone: (+972)-3-6405314
Fax: (+972)-3-6407095
e-mail: arie at eng dot tau
dot ac dot il
[ some links
| publications | former graduate students
| international
activities and awards | courses I teach | my areas of interest ]
Statistical Signal Processing:
Blind Source Separation (BSS) and Independent
Component Analysis (
Time-delay estimation for multiple signals
with multiple sensors
Time-delay estimation in the presence of
multipath
Hessians of the log characteristic function
("charrelations") as an alternative to classical High-Order
Statistics
Spectral estimation
Estimation Theory:
Estimation in impulsive noise
Extended Least Squares (XLS)
Joint MAP-ML estimation
Non-asymptotic performance analysis
Linear-Algebraic Tools in Signal
Processing:
Total Least Squares (TLS) and
Errors-In-Variables (EIV) modeling
Structured Total Least Squares (STLS) and
related algorithms
Algorithms for approximate joint
diagonalization
Note: courses web-sites are at Virtual.t@u,
accessible only to registered students.
Introduction
to Statistical Signal Processing (a 4th year undergraduate and
graduate-level course):
Discrete-time Random Processes; Wide-sense stationary
(WSS) processes and their properties; Linear parametric processes:
Auto-Regressive (AR), Moving Average (MA), ARMA; Spectral estimation:
nonparametric methods (periodogram, correlogram, Blackman-Tukey, Welch), parametric methods,
Yule-Walker (YU) and Modified YU equations; Detection of deterministic signals
in noise: matched filter; Optimal linear filtering: causal and non-causal
Wiener filters, Kalman filter; Introduction to adaptive filtering.
Digital Signal Processing (a graduate
course):
Design of Finite Impulse Response (FIR) discrete-time
filters: Generalized Linear Phase (GLP) filters and their four types;
Coefficients design methods: Impulse-response Truncation (IRT), windowing,
“optimal” windows, Least-squares (LS) weighting approaches, the Alternation
Theorem and related algorithms (Parks-McClellan, Remez Exchange).
Implementation approaches, computational efficiency and finite word-length
considerations. Multi-rate signal processing, sampling rate conversion,
Polyphase filters, Multi-stage filtering, Filter banks, Quadrature Mirror
Filters (QMF), conditions for perfect reconstruction. Concepts in Linear
Time-Varying (LTV) systems: Tellegen’s theorem; generalization of filter-banks
to time-frequency analysis, introduction to Wavelets.
Digital Processing of Single- And Multi-Dimensional
Signals (a graduate course):
Single-Dimensional signals: Digital filtering
principles, phase and amplitude relations, minimum phase, linear phase, group
delay vs. phase delay, Generalized Linear Phase (GLP) filters;
Multi-Dimensional (MD) signals and systems: MD Fourier transform, MD
Z-transform, MD extensions of the Region of Convergence (ROC) concept,
stability issues; FIR coefficients design: Single-dimensional: Impulse Response
Truncation (IRT), windowing, Least-Squares approaches, Parks-McClellan and
Remez exchange algorithms; Multi-Dimensional: zero-phase filters, MD windowing,
frequency sampling, transformation approaches, extensions of single-dimensional
tools; Muti-rate processing of single-dimensional signals, Polyphase filters, filter
banks, perfect reconstruction, generalization of filter-banks to time-frequency
analysis, the relation to wavelets; Wavelets in MD signal processing, pyramid
representations; Interpolation with splines.
Advanced Digital Signal Processing Lab
(a 4th year undergraduate course):
In the spring of
Introduction to Signal Processing (an
undergraduate course to students of Biomedical Engineering):
Discrete and continuous signals and systems,
classification, transformations, representation of signals in terms of an
orthonormal basis; Linear, time-invariant (LTI) systems, impulse response,
convolution, exponential signals as eigen-signals of LTI systems; Analysis of
continuous-time periodic signals in terms of Fourier series,
"continuous-discrete" signals and discrete signals, analysis of
discrete-time periodic signals using a discrete-time Fourier series; Analysis
of non-periodic continuous-time and discrete-time signals; The sampling
theorem, reconstruction of continuous signals; Unilateral and bilateral
Z-transform, its relation of the Discrete-Time Fourier Transform, rational LTI
systems and their representation using difference equations.
International Activities and Awards:
Activities:
2008-prsnt. Associate
Editor, IEEE Transactions on
Signal Processing
2006-2007 Associate
Editor, IEEE Transactions on Circuits and
Systems - II
2005-2007 Associate
Editor, IEEE
Signal Processing Letters
2005-prsnt. Member
of the Signal Processing Theory and
Methods Technical Committee (IEEE Signal Processing
Society) and of its Awards sub-committee
2009 Technical
Co-Chair, The 3rd
International Workshop on Computational Advances in Multi-Sensor Adaptive
Processing, Aruba, Dutch
2009 Member
of the Technical Program Committee, 8th
international conference on ICA and BSS (ICA’2009), Paraty, Brazil, March
2009
2008 Member
of the Technical Program Committee, 16th
European Signal Processing Conference (EUSIPCO-2008), Lausanne,
Switzerland, August 2008
2007 Area-Chair
for IEEE Conference on Acoustics,
Speech and Signal Processing (ICASSP'2008), Las-Vegas, NE (
2007 Member
of the Technical Program Committee, 7th international
conference on ICA and BSS (ICA’2007), London, UK, September 2007
2007 Member
of the Technical Program Committee, IEEE
Workshop on Statistical Signal Processing,
2005 Member
of the Technical Program Committee, 6th international
conference on ICA and BSS (ICA’2006), Charleston, SC (USA), March 2006
2005 Member
of the Technical Program Committee, IEEE
Workshop on Statistical Signal Processing,
2004 Member
of the Technical Program Committee, 5th
international conference on ICA and BSS (ICA’2004), Granada, Spain,
September 2004
2003 Member
of the Technical Program Committee, 4th
international symposium on ICA and BSS (ICA’2003), Nara, Japan, April 2003
Scholarships and Awards:
2007 Dean’s
award: Best Lecturer of the Faculty of Engineering for 2005/2006;
2006 Dean’s
award: Best Lecturer of the Faculty of Engineering for 2004/2005;
2003 Dean’s
award: Best Lecturer of the Faculty of Engineering for 2001/2002;
2002 Dean’s
award: Best Lecturer of Electrical and Electronics Engineering for 2000/2001;
2001 Dean’s
award: Best Lecturer of the Faculty of Engineering for 1999/2000;
2000 Dean’s
award: Best Lecturer of the Faculty of Engineering for 1998/1999;
1999 Dean’s
award: Best Lecturer of the Faculty of Engineering for 1997/1998;
1998 Dean’s
citation: Outstanding Lecturer of the Faculty of Engineering for 1996/1997;
1992 The
Uzi Yairi Creativity Award;
1991,1992,1993 The Miriam Neveran Scholarship for distinguished graduate and
research students;
1981,1982,1984 Faculty Dean’s List of outstanding undergraduate students.
Former
Graduate Students:
MSc
Theses:
Yoav Shereshevski (2002): Blind Signal
Separation of Heavy-Tailed Sources
(joint supervision with Prof. Hagit Messer-Yaron)
(magna cum laude)
Yuval Lomnitz (2003): Efficient Blind Source Separation
Using a Semi-Maximum Likelihood Approach
(summa cum laude)
Eran Doron (2004): Asymptotically Optimal
Blind Separation of Parametric Gaussian Sources
(magna
cum laude)
Alexander Smekhov (2004): Asymptotically
Optimized Blind Source Separation Based on Second and Fourth Order Statistics
(summa cum laude)
Avia Yachil (2004): Blind Deconvolution Based
on the Generalized Characteristic Function
Sharon Eilon (2004): Blind Source Separation
Based on the Fractional Fourier Transform
Alon Shechter (2004): Expansion of
Characteristic-function Based Blind Source Separation for Time-Varying Mixtures
(magna
cum laude)
Daniel Moscovitch (2005): Blind Separation of
Static Mixtures of Non-Stationary Sources
Eran Eidinger (2005): Blind MIMO System Identification
via the Second Characteristic Function
(magna
cum laude)
Boaz Lachover (2005): Blind Separation of
Discrete Sources in a Noisy Environment
(magna
cum laude)
Yuri Schwartzman (2005): Blind Separation of
Noisy Pure-Delays Mixtures of Gaussian Sources
Yuval Domb (2006): Bootstrap Kalman Filter: A
Hybrid Scheme for Bilinear State-Space Models
Efrat Be'ery (2006): Blind Separation of Image
Reflections with Relative Spatial Shifts
Rotem Kopel (2006): Parameters Estimation in a
FIR System Driven by Gaussian-Mixture Inputs
Tzahi Weisman (2008): Blind Source Separation
with Periodically Changing Mixture Coefficients
Moshe Teplitsky (2009): TDOA Estimation for
Cyclostationary Sources – New Bounds and Estimators
Ity Erlich (2009): TDOA
Estimation in a Multipath Environment via a Rank-One Approximation
MSc
Projects:
Alon Harel (2005): Multi Feature Speech /
Music Discriminator
(joint supervision with Prof. David Burshtein)
Assaf Hasarchi (2005): Real-Time Analysis of
Audio Features with a PC-hosted Digital Signal Processor
(joint supervision with Mr. Jacob Fainguelernt)
Evgeny Spektor (2006): System Identification
Methods
Note: In order not to infringe on copyrights
(and to save some space on the server…), I did not provide links to full text
of publications for which the publisher’s copyright policy regarding www
publications is unclear (to me). If you still need the full text of papers I
didn’t link, try writing to me, and
chances are I’ll send them to you.
The following notes are supposed to
satisfy the copyrights-concerned publishers. The first three take care of IEEE (see also the IEEE
copyright policy on electronic information dissemination), the other one
takes care of Elsevier Science
(see also Elsevier Science copyright information).
© 1999, 2000, 2001, 2002, 2003, 2004,
2005, 2006, 2007, 2008, 2009 IEEE. Personal use of this material is permitted.
However, permission to reprint/republish this material for advertising or
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Regarding papers already published by IEEE: This material is presented to
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Regarding preprints of papers to be published by IEEE: This work has been
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without notice, after which this version may no longer be accessible.
Regarding papers already published by Elsevier Science: The versions that appear
on this page are all preprint versions, very similar (but not identical) to the
published version.
Journal papers:
• Tichavský, P.and Yeredor, A., Fast Approximate Joint
Diagonalization Incorporating Weight Matrices, IEEE
Trans. on Signal Processing, vol. 57 no. 3, pp. 878-891, March 2009.
[abstract][full text (pdf)]
• Wiesel, A., Eldar, Y. and Yeredor, A.,
Linear Regression with Gaussian Model Uncertainty: Algorithms and Bounds, IEEE
Trans. on Signal Processing, vol. 56, no. 6, pp. 2194 – 2205, June 2008.
[abstract][full text (pdf)]
• Tichavský, P., Koldovský, Z.,
Yeredor, A., Gómez-Herrero G. and Doron, E., A Hybrid Technique for
blind Separation of Non-Gaussian and Time-Correlated Sources using a
Multicomponent Approach, IEEE Trans. on Neural Networks, vol. 19 no. 3,
pp. 421-430, March 2008.
[abstract][full text (pdf)]
• Be'ery, E. and Yeredor, A., Blind
Separation of Superimposed Shifted Images Using Parameterized Joint
Diagonalization, IEEE Trans. on Image Processing, vo. 17, no. 3, pp.
340-353, March 2008.
[abstract][full text (pdf)]
• Doron, E., Yeredor, A. and Tichavský, P., A Cramér-Rao-Induced Bound for Blind
Separation of Stationary Parametric Gaussian Sources, IEEE Signal Processing
Letters, vol. 14, no.6, pp.417-420, June 2007.
[abstract][full text (pdf)]
• Eidinger, E. and Yeredor, A. Blind MIMO
Identification Using the Second Characteristic Function, IEEE Trans. on
Signal Processing, vol. 53 no. 11, pp. 4067-4079, November 2005.
[abstract][full text (pdf)]
• Yeredor, A. On Using Exact Joint
Diagonalization for non-Iterative Approximate Joint Diagonalization, IEEE
Signal Processing Letters, vol. 12 no. 9, pp. 645-648, September 2005.
[abstract][full text (pdf)]
• Yeredor, A. and De Moor B., On Homogeneous
Least-Squares Problems and the Inconsistency Introduced by Mis-Constraining, Computational
Statistics and Data Analysis, vol. 47 no. 3 pp. 456-465, November 2004.
[abstract][full text (pdf)]
• Yeredor, A., Multiple Delays Estimation for
Chirp Signals Using Structured Total Least Squares, Linear Algebra and its
Applications: Special Issue on Linear Algebra in Signal and Image Processing,
vol.
[abstract][full text (ps)]
• Gannot, S. and Yeredor, A., Noise Cancellation
with Static Mixtures of a Nonstationary Signal and Stationary Noise, EURASIP Journal on Applied Signal Procesing, special
issue on Multiuser Detection and Blind Estimation, vol. 2002, no. 12 pp. 1460-1472,
December 2002.
[abstract]
• Yeredor, A., Non-Orthogonal Joint
Diagonalization in the Least-Squares Sense with Application in Blind Source
Separation, IEEE Trans. On Signal Processing, vol. 50 no. 7 pp.
1545-1553, July 2002.
[abstract] [full text (pdf)]
• Yeredor, A., Blind Channel Estimation Using
First and Second Derivatives of the Characteristic Function, IEEE Signal
Processing Letters, vol. 9 no. 3 pp. 100-103, March 2002.
[abstract] [full text (pdf)]
• Eldar, Y. C. and Yeredor, A., Finite-Memory
Denoising in Impulsive Noise Using Gaussian Mixture Models, IEEE Trans. On
Circuits and Systems II: Analog and Digital Signal Processing, vol. 48 no.
11 pp. 1069-1077, November 2001.
[abstract] [full text (ps)]
• Yeredor, A., The Extended Least-Squares
Criterion: Minimization Algorithms and Applications, IEEE Trans. On Signal
Processing, vol. 49 no. 1 pp. 74-86, January 2001.
[abstract] [full text (pdf)]
• Yeredor, A., The Joint MAP-ML Criterion and
its Relation to ML and to Extended Least-Squares, IEEE Trans. On Signal
Processing, vol. 48 no. 12 pp. 3484-3492, December 2000.
[abstract] [full text (pdf)]
• Yeredor, A., Blind Separation of Gaussian
Sources via Second-Order Statistics with Asymptotically Optimal Weighting, IEEE
Signal Processing Letters, vol. 7 no. 7 pp. 197-200, July 2000.
[abstract] [full text (pdf)]
• Yeredor, A., Blind Source Separation via
the Second Characteristic Function, Signal Processing, vol. 80/5
pp.897-902 May 2000.
[abstract] [full text (ps)]
Book chapters, Lab manual:
• Gannot, S. and Yeredor, A., The The Kalman Filter and its Application to Speech Processing, in Springer Handbook of Speech Processing and Speech Communication (Editors: J. Benesty, Y. Huang and M. Sondhi), Springer, 2008.
• Yeredor, A., The Extended STLS Algorithm
for Minimizing the Extended LS Criterion, in Total Least Squares and Errors
in Variables Modeling: Algorithms, Applications, Analysis (Editors: S.
Van Huffel and P. Lemmerling), Kluwer
Academic Publishers, 2002.
[abstract]
• Yeredor, A., Advanced Lab for Digital
Signal Processing - Lab Manual (In Hebrew), 2002.
Internationally refereed conference
papers:
• Teplitsky, M. and Yeredor, A., TDOA Estimation for
Cyclostationary Sources: New Correlations-Based Bounds and Estimators-
Proceedings of The 2008 IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP'2009), Taipei, Taiwan, April 2009.
[abstract][full text (pdf)]
• Yeredor, A., A On the consistency of
$\ell_1$-norm based AR parameters estimation in a sparse multipath environment-
Proceedings of The 2008 IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP'2009), Taipei, Taiwan, April 2009.
[abstract][full text (pdf)]
• Tichavský, P., Yeredor, A. and
Koldovský, Z., A
Fast Asymptotically Efficient Algorithm for Blind Separation of a Linear
Mixture of Block-Wise Stationary Autoregressive Processes-
Proceedings of The 2008 IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP'2009), Taipei, Taiwan, April 2009.
[abstract][full text (pdf)]
• Yeredor, A., On Optimal Selection of
Correlation Matrices for Matrix-Pencil-Based Separation - Lecture Notes in
Computer Science (LNCS 5441): Independent
Component analysis and Signal Separation, 8th International Conference
on ICA, Paraty, Brazil, Springer – Verlag, March 2009.
[abstract][full text (pdf)]
• Yeredor, A., Multipath Mitigation in Spectrum
Estimation Using $\ell_1$ Minimization- Proceedings of The 2008 European
Signal Processing Conference (EUSIPCO'2008),
[abstract][full text (pdf)]
• Yeredor, A., Substituting the Cumulants in the
Super-Exponential Blind Equalization Algorithm - Proceedings of
The 2008 IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP'2008), Las-Vegas, USA, April 2008.
[abstract][full text (pdf)]
• Tichavský, P., Yeredor, A. and
Nielsen, J., A Fast
Approximate Joint Diagonalization Algorithm Using a Criterion with a Block
Diagonal Weight Matrix- Proceedings of The 2008 IEEE
International Conference on Acoustics, Speech and Signal Processing
(ICASSP'2008), Las-Vegas, USA, April 2008.
[abstract][full text (pdf)]
• Yeredor, A.,
[abstract][full text (pdf)]
• Yeredor, A., Yule-Walker Equations Applied
to Hessians of the Characteristic Function for Improved AR Estimation -
Proceedings of The 2007 IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP'2007), Honolulu, USA, April 2007.
[abstract][full text (pdf)]
• Berger, Y., Wool, A. and Yeredor, A.,
Dictionary attacks using keyboard acoustic emanations - Proceedings of The
ACM Conference on Computer and Communications Security (CCS 2006),
pp.245-254, October 2006.
[abstract][full text (pdf)]
• Tichavský, P., Koldovský, Z.,
Doron, E., Yeredor, A. and Gómez-Herrero, G., Blind Signal Separation by
Combining Two ICA Algorithms: HOS-Based EFICA and Time Structure-Based WASOBI -
Proceedings of The 2006 European Signal Processing Conference (EUSIPCO'2006),
September 2006.
[abstract][full text (pdf)]
• Tichavský, P., Doron, E., Yeredor,
A. and Nielsen, J., A Computationally Affordable Implementation of an
Asymptotically Optimal BSS Algorithm for AR Sources - Proceedings of The
2006 European Signal Processing Conference (EUSIPCO'2006), September 2006.
[abstract][full text (pdf)]
• Yeredor, A., MUSIC using Off-Origin
Hessians of the Second Characteristic Function - Proceedings of The IEEE
Sensor Array and Multichannel Processing Workshop (SAM'2006), Waltham,
Massachusetts, July 2006.
[abstract][full text (pdf)]
• Be'ery, E. and Yeredor, A., Blind
Separation of Reflections with Relative Spatial Shifts - Proceedings of The
2006 IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP'2006), May 2006.
[abstract][full text (pdf)]
• Weisman, T. and Yeredor, A., Separation of
Periodically Time-Varying Mixtures Using Second-Order Statistics - Lecture
Notes in Computer Science (LNCS 3889): Independent Component analysis and Blind Source
Separation, 6th International Conference on ICA, Charleston, SC,
USA, March 2006 , Springer - Verlag 2006.
[abstract][full text (pdf)]
• Yeredor, A., On Approximate Joint
``Biagonalization" - a Tool for Noisy Blind Source Separation -
Proceedings of The 2005 IEEE Workshop on Statistical Signal Processing
(SSP2005), Bordeaux, France, July 2005.
[abstract][full text (pdf)]
• Lachover, B. and Yeredor, A., Separation of
Polynomial Post Non-Linear Mixtures of Discrete Sources - Proceedings
of The 2005 IEEE Workshop on Statistical Signal Processing (SSP2005),
[abstract][full text (pdf)]
• Yeredor, A., Blind Source Separation in the
Presence of Doppler Frequency Shifts - Proceedings of The 2005 IEEE
International Conference on Acoustics, Speech and Signal Processing
(ICASSP'2005), March 2005.
[abstract][full text (pdf)]
• Yeredor, A., Ziehe, A. and Müller,
K.-R., Approximate Joint Diagonalization Using a Natural-Gradient Approach -
Lecture Notes in Computer Science (LNCS 3195): Independent Component analysis and Blind Source
Separation, 5th International Conference on ICA, Granada, Spain,
September 2004 , Springer - Verlag 2004.
[abstract][full text link
(Publisher’s
web-site)]
• Eidinger, E. and Yeredor, A., Blind MIMO
Identification Using the Second Characteristic Function - Lecture
Notes in Computer Science (LNCS 3195): Independent Component analysis and Blind Source
Separation, 5th International Conference on ICA, Granada, Spain,
September 2004 , Springer - Verlag 2004.
[abstract][full text link
(Publisher’s
web-site)]
• Doron, E. and Yeredor, A., Asymptotically
Optimal Blind Separation Of Parametric Gaussian Sources - Lecture Notes
in Computer Science (LNCS 3195): Independent
Component analysis and Blind Source Separation, 5th
International Conference on ICA, Granada, Spain, September 2004 , Springer
- Verlag 2004.
[abstract][full text link
(Publisher’s
web-site)]
• Smekhov, S. and Yeredor, A., Optimization of JADE Using a Novel Optimally Weighted
Joint Diagonalization Approach - Proceedings of The 12th European Conference
on Signal Processing (EUSIPCO2004), Vienna, September 2004.
[abstract][full text (pdf)]
• Lomnitz, Y. and Yeredor, A., A Blind-ML
Scheme for Blind Source Separation - Proceedings of The 2003 IEEE
Workshop on Statistical Signal Processing (SSP2003),
[abstract][full text (ps)]
• Yeredor, A., Time-delay Estimation in
Mixtures - Proceedings of The 2003 IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP'2003), April 2003.
[abstract][full text (ps)]
• Yeredor, A. , TV-SOBI: An Expansion of SOBI
for Linearly Time-Varying Mixtures - Proceedings of The 4th
International Symposium on Independent Component Analysis and Blind Source
Separation (ICA2003),
[abstract][full text (ps)]
• Karako-Eilon, S., Yeredor, A., Mendlovic,
D., Blind Source Separation Based on the Fractional Fourier Transform -
Proceedings of The 4th International Symposium on Independent
Component Analysis and Blind Source Separation (ICA2003), Nara,
Japan, April 2003.
[abstract][full text (ps)]
• Yeredor, A., De Moor, B., On Homogeneous
Least-Squares Problems and the Inconsistency Introduced by Mis-Constraining -
3rd workshop of the ERCIM Working Group on Matrix Computations and
Statistics, Neuchâtel, Switzerland, November 2002.
[abstract]
• Yeredor, A., Doron, E., Using Farther
Correlations to Further Improve the Optimally-Weighted SOBI Algorithm -
Proceedings of The 2002 European Conference on Signal Processing (EUSIPCO 2002),
Toulouse, France, September 2002.
[abstract]
• Yeredor, A., Blind System Identification
Using the Empirical Characteristic Function’s Derivative - Proceedings of
The 2002 IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP'2002), Orlando, Florida, May 2002.
[abstract] [full text (ps)]
• Yeredor, A., Blind Source separation with
Pure Delays Mixture - Proceedings of The 3rd International
Workshop on Independent Component Analysis and Blind Source Separation
(ICA2001), San-Diego, December 2001.
[abstract] [full text (ps)]
• Shereshevski, Y., Yeredor, A. and Messer,
H., Super-Efficiency in Blind Signal Separation of Symmetric Heavy-Tailed
Sources - Proceedings of The 2001 IEEE Workshop on Statistical Signal
Processing (SSP2001), pp. 78-81, Singapore, August 2001.
[abstract] [full text (pdf)]
• Yeredor, A., Optimization of a Second-Order
Statistics Blind Separation Algorithm for Gaussian Signals - Proceedings of
The 2000 European Conference on Signal Processing (EUSIPCO'2000), Tampere,
Finland, September 2000.
[abstract]
• Yeredor, A., Approximate Joint Diagonalization
Using Non-Orthogonal Matrices - Proceedings of The International Workshop on
Independent Component Analysis and Blind Source Separation (ICA2000), pp.
33-38,
[abstract] [full text (ps)]
• Yeredor, A., Blind Source Separation Using
the Second Derivative of the Second Characteristic Function - Proceedings of
The 2000 IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP'2000), pp.3136-3139, Istanbul, Turkey, June 2000.
[abstract] [full text
(pdf)]
• Yeredor, A., A Novel Approach for Blind
Source Separation Based on the Characteristic Function - Proceedings of The
IEEE Sensor Array and Multichannel Processing Workshop (SAM'2000), pp.
365-369, Boston, Massachusetts, March 2000.
[abstract] [full text (pdf)]
• Yeredor, A., Optimal Diagonal Weighting in
Least Squares Estimation - Proceedings of the IASTED International
Conference on Signal and Image Processing (SIP'99), Nassau, The Bahamas,
October 1999.
[abstract]
• Yeredor, A. and Weinstein, E., The Extended
Least Squares and the Joint Maximum-A-Posteriori - Maximum Likelihood
Estimation Criteria - Proceedings of the 1999 IEEE International Conference
on Acoustics, Speech and Signal Processing (ICASSP'99), pp.
1813-1816, Phoenix, Arizona, March 1999.
[abstract] [full text (pdf)]
• Eldar, Y. and Yeredor, A., Finite Memory
Suboptimal Filtering of Gaussian Signals in Correlated Gaussian-Mixture Noise -
Proceedings of the IASTED International Conference on Signal and Image
Processing (SIP'98), Las-Vegas, pp. 689-692, October 1998.
[abstract]
• Eldar, Y. and Yeredor, A., Optimal
Estimation of a Gaussian Random-Variable in Gaussian-Mixture Noise and
Associated Error Analysis - Proceedings of the IASTED International
Conference on Signal and Image Processing (SIP'98), pp. 246-248, Las‑Vegas
October 1998.
[abstract]
Papers in national conferences:
• Yachil, A. and Yeredor, A., Blind
Deconvolution Based On The Generalized Characteristic Function - Proceedings
of The 23rd IEEE Convention of
Electrical & electronics Engineers in
[abstract]
• Eidinger, E. and Yeredor, A., Blind Source
Separation via the Second Characteristic Function with Asymptotically Optimal
Weighting - Proceedings of The 23rd IEEE Convention
of Electrical & electronics
Engineers in
[abstract]
Invited conference papers:
• Yeredor, A., Blind Source Separation based
on Second-Order Statistics with Asymptotically Optimal Weighting - Invited
to a special session on Statistical and Array Signal Processing at The 4th World Multiconference on Systemics,
Cybernetics and Informatics (SCI2000), pp. 247-251, Orlando,
Florida, July 2000.
[abstract]
Technical reports:
• Gannot, S. and Yeredor, A., Noise
Cancellation with Static Mixtures of a Nonstationary Signal and Stationary
Noise, CCIT Report #382, EE Pub #1320,
May 2002.
[full text
(pdf)]
• Yeredor, A., Characterization of the
Undesirable Equilibria in Blind Equalization Under the Finite Equalizer
Constraint, Technical Report EE-S-93-21,
Invited Talks:
• Be'ery, E. and Yeredor, A., Blind
Separation of Image Reflections with Relative Spatial Shifts, at the Pixel-Club
Seminar at the Technion, Israel Institute of Technology, December 2007.
• Yeredor, A., Charrelations and their
Relations to Correlations, at the Signal Processing Seminar at the
Technion, Israel Institute of Technology, November 2007.
• Yeredor, A., Blind Separation of Mixtures
Using Direct Estimation of Delays, at the Dept. of Electrical and Computers
Engineering Seminar at Ben-Gurion University in the Negev, March
2007; and also at Tel-Hai Conference on Signal Processing and
Multimedia Applications, June 2007.
• Yeredor, A., Blind Separation of Audio
Mixtures Involving Unknown Delays, at the Speech Enhancement and
Multichannel Audio Processing Workshop at the CCIT, the Technion, Israel
Institute of Technology, February 2007.
• Yeredor, A., On the Role of Constraints in
System Identification, at the 4th International Workshop on Total Least
Squares and Errors-in-Variables Modeling, at KU-Leuven, Leuven, Belgium,
August 2006.
• Fainguelernt, J. and Yeredor, A., Bridging
the gap between DSP Theory and Real-Time Implementation - Invited to The European
DSP Education and Research Symposium (EDERS2004), Birmingham, UK,
November 2004.
• Yeredor, A., Off-Origin Hessians of the
Characteristic Function and their Use for Static or Convolutive Blind Source
Separation, at the Ollendorff-Minerva Center for Vision and Image Sciences -
German-Israeli Binational Workshop, at The Technion, Israel
Institute of Technology, October 2004.
• Yeredor, A., The Characteristic Function as
an ICA Tool, at the European Summer School on ICA - from Theory to
Applications, at Fraunhofer Institut für Rechnerarchitektur und
Softwaretechnik (FIRST),
[PowerPoint Presentation as html]
• Yeredor, A. and Fishler, E., Introduction
to Array Signal Processing, a full-day tutorial for the Israeli SWR
consortium, at
Some
Links:
Matlab Code for the “AC-DC”
algorithm for non-orthogonal approximate joint diagonalization.
The TAU Teaching Center
is another place to find me, among the recipients of the Rector’s Excellence in
Teaching Prize for 2001, 2003, 2005 (in Hebrew).
Get my Children's Book:
"Is it a visit?" (in Hebrew)…
Get my
other Children's
Book: "Electricity" (in Hebrew)…
Last
Update: June 1st 2009