Personal
pages of PETR TICHAVSKÝ |

Home
Publications
Downloads
Contacts
Is it possible to have a personal relationship with God ?

©20xx IEEE. Personal use of the material that
is downloadable below is permitted. However, permission to
reprint/republish this material for advertising or promotional purposes
or for creating new collective works for resale or redistribution to
servers or lists, or to reuse any copyrighted component of this work in
other works must be obtained from the IEEE.

Complete and up-to-date list of publication (often including links for
download) is available here.
Bellow is a sorted and possibly incomplete list (but contains some not-yet published materials).
[2010] P.Tichavsky, and Z.Koldovsky: **Simultaneous search for all modes in multilinear models
**, *Proc. ICASSP 2010*, Dallas, TX, March 14-19, 2010, pp. 4114-4117.

[2011a] P.Tichavsky, and Z.Koldovsky: **Stability of CANDECOMP-PARAFAC tensor decomposition
**, *Proc. ICASSP 2011*, Prague, Czech Republic, pp. 4164-4167.
here

[2011b] A.H. Phan, P. Tichavsky and A. Cichocki: **Fast damped Gauss-Newton
algorithm for nonnegative matrix factorization**, *Proc. ICASSP 2011*, Prague, Czech Republic,
pp. 1988-1991.here

[2011c] P.Tichavsky, and Z.Koldovsky: **Weight adjusted tensor method for blind separation of underdetermined mixtures of
nonstationary sources**, *IEEE Tr. Signal Processing*, vol. 59, no. 3, pp. 1037--1047,
March 2011.

[2012a] Anh Huy Phan, P. Tichavsky, A. Cichocki, and Z.Koldovsky: **
Low rank blind nonnegative matrix deconvolution**, * Proc. ICASSP 2012*, Kyoto, Japan,
pp. 1893--1896. here

[2012b] J. Vomlel and P. Tichavsky: ** Computationally efficient probabilistic inference with noisy threshold models based on a CP tensor
decomposition**, *The Sixth European Workshop on Probabilistic Graphical Models*, 19-21 September 2012,
Granada, Spain, pp. 355-362. (here)

[???]
Anh Huy Phan, P. Tichavsky and A. Cichocki: **Low Complexity Damped Gauss-Newton Algorithms for Parallel Factor
Analysis**, * submitted*, September 2010.
Available at http://arxiv.org/abs/1205.2584.

[???]
P. Tichavsky, A.H. Phan, Z. Koldovsky: **Cramer-Rao-Induced Bounds for
CANDECOMP/PARAFAC tensor decomposition**, * submitted*,
Available at http://arxiv.org/abs/1209.3215
.

[2012a] Zima M, Tichavský P, Paul K. and Krajca V: **Robust removal of short duration artifacts in long neonatal EEG recordings using
wavelet enhanced ICA and adaptive combining of tentative
reconstructions**, * Physiological Measurements *, Vol. 33, (2012), pp.
N39-N49, doi:10.1088/0967-3334/33/8/N39.

[2012b] P. Tichavsky, A. Yeredor, and Z. Koldovsky: ** On Computation of
Approximate Joint Block-Diagonalization using Ordinary AJD**, F.
Theis et al. (Eds.): * LVA/ICA 2012*, LNCS 7191, pp. 163–-171,
2012. (here)

[2012c] P. Tichavsky and Z. Koldovsky: ** Algorithms
for nonorthogonal approximate joint block-diagonalization**, * Proc. EUSIPCO 2012*,
Bucharest, Romania, August 27 - 31, 2012,
pp. 2094--2098. (here)

[2011a] Tichavský Petr, Koldovský Zbynìk : **Fast and
accurate methods of independent component analysis: A survey ,
** * Kybernetika * vol.47, 3 (2011), p. 426-438 (2011)
(here)

[2011b] Koldovský Zbynìk, Tichavský Petr, **Time-Domain
Blind Separation of Audio Sources on the Basis of a Complete ICA
Decomposition of an Observation Space , ** *IEEE Transactions on Audio Speech and Language Processing,* vol.19, 2 (2011), p. 406-416 (2011)

[2011c] Tichavský Petr, Koldovský Zbynìk, **Weight
adjusted tensor method for blind separation of underdetermined
mixtures of nonstationary sources ,** *IEEE Transactions
on Signal Processing* vol.59, 3 (2011), p. 1037-1047 (2011)

[2009a] P. Tichavsky,and A. Yeredor, **Fast
Approximate
Joint Diagonalization Incorporating Weight Matrices,** *IEEE
Tr. on Signal
Processing*, vol. 57, no.3, pp. 878-891, March 2009.
(here)

[2009b] P. Tichavsky, A. Yeredor, and Z. Koldovsky, **A
Fast
Asymptotically Efficient Algorithm for Blind Separation of a Linear
Mixture of Block-Wise Stationary Autoregressive Processes,** *ICASSP
2009*,
Taipei, Taiwan, April 21-27, 2009, pp. 3133-3136.(here)

[2008a] P. Tichavsky, Z. Koldovsky, and E. Oja, **Corrections
to ``Performance Analysis of the FastICA
Algorithm and Cramer-Rao Bounds for Linear Independent Component
Analysis", TSP
04/06**, *IEEE Tr. Signal Processing*, vol. 56, no.4, pp.
1715-1716, April 2008.
(here)

[2008b] P. Tichavsky, Z. Koldovsky, A. Yeredor, G.
Gomez-Herrero, and E. Doron, **A Hybrid Technique for Blind
Separation of Non-Gaussian
and Time-Correlated Sources Using a Multicomponent Approach **,
*IEEE Tr. Neural Networks*, vol. 19, no. 3,
pp. 421-430,
March 2008.(here)

[2008c] P. Tichavsky, A. Yeredor, and J. Nielsen, **A
Fast Approximate Joint Diagonalization Algorithm
Using a Criterion with a Block Diagonal Weight Matrix **, *Proc.
ICASSP 2008*, Las Vegas, U.S.A.
(here)

[2007a] E. Doron, A. Yeredor and P. Tichavsky, **Cramer-Rao-Induced
Bound for Blind Separation of
Stationary Parametric Gaussian Sources**, *IEEE Signal
Processing Letters*, vol. 14, no.6, pp. 417-420, June 2007.(here)

[2007b] Z. Koldovsky, and P. Tichavsky **Time-Domain
Blind Audio Source Separation using Advanced ICA Methods**, *Proc.
INTERSPEECH 2007*, Antwerp, Belgium, 27-31 August 2007.
(here)

[2007c] P. Tichavsky, Z. Koldovsky, and E. Oja, **Speed
and Accuracy Enhancement of Linear ICA Techniques Using Rational
Nonlinear Functions **, *Proc. ICA 2007,
7th International Conference on Independent Component Analysis and
Signal Separation, * London, UK, 9 - 12 September 2007.

[2007d] Z. Koldovsky, and P. Tichavsky **Blind
Instantaneous Noisy Mixture Separation with Best
Interference-plus-noise Rejection**, *Proc. ICA 2007,
7th International Conference on Independent Component Analysis and
Signal Separation, * London, UK, 9 - 12 September 2007.

[2007e] G. Gomez-Herrero, Z. Koldovsky, P. Tichavsky, and K.
Egiazarian, **A fast algorithm for blind separation of
non-Gaussian and time-correlated signals**, *Proc. EUSIPCO
2007*, Poznan, Poland,
September 3-7, 2007.(here)

[2006a] P. Tichavský, Z. Koldovský and E. Oja, **Performance
Analysis of the FastICA Algorithm and Cramér-Rao Bounds for Linear
Independent Component Analysis**, *IEEE Trans. on Signal
Processing*, Vol. 54, No.4, April 2006. (here
+ corrections)

[2006b] Z. Koldovský, P. Tichavský and E. Oja, **Efficient
Variant of Algorithm FastICA for Independent Component Analysis
Attaining the Cramér-Rao Lower Bound**, *IEEE Trans. on
Neural Networks*, vol. 17, no. 5, pp. 1265- 1277, September 2006. (here)

[2006c] Z. Koldovský, P. Tichavský, **Methods of Fair
Comparison of Performance of Linear ICA Techniques in Presence of
Additive Noise**, *Proc. of ICASSP 2006*, Toulouse,
France, Vol. V., pp. 873-876, May 2006.(here)

[2006d] P. Tichavský, Z. Koldovský, E. Doron, A. Yeredor,
and G. G. Herrero, **Blind signal separation by combining two
ICA algorithms: HOS-based EFICA and time structure-based WASOBI**,
to be presented at *EUSIPCO 2006*, Florence, Italy, September
2006.(here)

[2006e] P. Tichavský, E. Doron, A. Yeredor, and J. Nielsen, **A
Computationally Affordable Implementation an Asymptotically Optimal BSS
algorithm for AR Sources **, to be presented at *EUSIPCO 2006*,
Florence, Italy, September 2006.(here)

[2005]
Z. Koldovsky, P. Tichavsky and E. Oja, **Cramer-Rao Lower
Bound for Linear Independent Component Analysis**, * Proc.
ICASSP*, Philadelphia, March 2005.

[2004a] P. Tichavsky and Z. Koldovsky, **Optimal
pairing of signal
components separated by blind techniques**, * IEEE Signal
Processing Letters*, Vol. 11, No. 2,
pp.119-122,
February 2004. (here)

[2004b]
M. Dobes, L. Machala, P. Tichavsky,and J. Pospisil, **Human eye
iris recognition using the mutual information **, * Optik,
International Journal for Light and Electron Optics*,
Vol. 115, No. 9, pp. 399-404, 2004.

[2000] G.A. Darbellay and P. Tichavsky, **
Independent component
analysis through direct estimation of the mutual information **,
* ICA'2000 Proceedings. Second International
Workshop on
Independent Component Analysis and Blind Signal Separation*,
Helsinki, Finland, 19.-22. June 2000, pp. 69--75.

[1994a] P. Händel and P.
Tichavsky, **Adaptive Filtering for Periodic Signal Enhancement
and Tracking**, * Int. Journal on Adaptive Control and Signal
Processing* 8,
447-456, 1994.

[1995a] P. Tichavsky and P.
Händel, **Two algorithms
for adaptive retrieval of slowly varying multiple cisoids in noise**,
* IEEE Trans. on Signal Processing*, vol. 43, no.5, pp.
1116-1127,
May 1995.

[1996] M. Padmanabhan and P.
Tichavsky, **Extension of a hyperstable adaptive line enhancer
for tracking of multiple noisy cisoids**, * SIGNAL PROCESSING
VIII: Theories and Applications.* Sicuranza G.L., Ramponi G.,
Carrato S. and Marsi S. (Eds.), European Association for Signal
Processing,
Proceedings of EUSIPCO-96, Trieste, Italy, September 1996, pp.
1271-1274.

[1997a] P. Tichavsky and P.
Händel, **Recursive estimation of frequencies and frequency
rates of multiple cisoids in noise**, * Signal Processing*,
Vol. 58, Issue 2 (1997), pp. 117-129.

[1997b] P. Tichavsky and A.
Nehorai, **Comparative study of four adaptive frequency trackers,**
* IEEE Trans. on Signal Processing*, Vol. 45, No.6, pp.
1473-1484,
June 1997.

[1997c] P. Tichavsky and P.
Händel, **
Recursive estimation of linearly or harmonically modulated frequencies
of multiple cisoids in noise, ** *Proc. of the IEEE Int.
Conf. Acoust., Speech, Signal
Processing,*
Muenchen, Germany, Pt. III, pp. 1925-1928, April 1997.

[1998] P. Händel, P.
Tichavsky and S. M. Savaresi, **
Large Error Recovery for a Class of Frequency Tracking Algorithms,**
*Int. J. Adaptive Control and Signal Processing, *,
vol. 12, pp. 417-436, 1998.

[1999] P. Tichavsky and P.
Händel, **
Multicomponent polynomial phase signal analysis using a tracking
algorithm, ** * IEEE Trans. on Signal Processing*, vol.
47, no.5, pp.
1390--1395,
May 1999.

[2000] P. Tichavsky and P.
Händel, **
Estimation and smoothing of instantaneous frequency of noisy
narrow-band signals, ** * Signal Processing X Theories and
Applications*, Proc. of
EUSIPCO'2000, M. Gabbouj and P. Kuosmanen (Eds.),
vol. 3, pp. 1803-1806, Tampere, Finland, September 2000.

[1995] P. Tichavsky, **Posterior
Cramer-Rao bounds for
adaptive harmonic retrieval**, * IEEE Trans. on Signal
Processing*
vol. 43, no.5, pp. 1299-1302, May 1995.

[1998] P. Tichavsky, C.
Muravchik and A. Nehorai, **
Posterior Cramer-Rao bounds for discrete-time
nonlinear filtering,** *IEEE Tr. on Signal Processing *,
Vol. 46, No. 5, pp. 1386-1396, May 1998.

[2001]
M. Simandl, J. Kralovec and P. Tichavsky, **
FIltering, predictive, and smoothing Cramer-Rao bounds for
discrete-time
nonlinear dynamic system,** * Automatica, *, Vol. 37, No.
11, pp. 1703-1716, November 2001.

[1993]
P. Tichavsky, **High-SNR asymptotics for
signal-subspace methods in sinusoidal frequency estimation**, *
IEEE Transactions on Signal Processing*, vol. 41,
2448-2460,
July 1993.

[1995] P. Tichavsky and A.
Swami, **Statistical
characterization of sample fourth-order cumulants of a noisy complex
sinusoidal process**, * IEEE Trans. on Signal Processing*,
vol. 43, no.5, pp 1620-1630, July 1995.

[1996a] P. Händel and P.
Tichavsky, **
Frequency rate estimation based on fourth order sample moments**,
* 8th IEEE Signal Processing Workshop on Statistical Signal
and Array
Processing,*
Corfu, Greece, pp.391-394, June 1996.

[1996b] P. Händel and P.
Tichavsky, **
Matching of fourth order sample moments for frequency rate
estimation**, * 1996 IEEE Nordic Signal Processing Symposium,*
Espoo, Finland, 24-27 September, 1996, pp. 311-314.

[1997] P. Händel and P.
Tichavsky, **Frequency rate estimation at high SNR **, *
IEEE Trans. on Signal Processing*, Vol. 45, No.8, pp. 2101-2105,
August 1997.

[1998]
A. Swami and P. Tichavsky, **Strong ergodicity conditions for
the n-th order moment (cumulant) of multiple sinusoids **, *
Signal Processing*,
vol. 65, no.2, pp 257-266, 1998.

[1988]
P. Tichavsky, ** Estimating the angles of arrival of
multiple plane waves: The statistical performance of the MUSIC and the
Minimum Norm Algorithm**, * Kybernetika*, vol. 24, no. 3,
pp. 196-206, 1988.

[1999]
A. Nehorai and P. Tichavsky, ** Cross-product algorithms for
source tracking using an EM vector sensor**, * IEEE Trans. on
Signal Processing*, Vol. 47, No. 10, pp. 2663-2667, October 1999.

[2001]
P. Tichavsky, K.T. Wong and M.D. Zoltowski,**
Near-field/far-field azimuth \& elevation angle estimation using a
single vector-hydrophone**, * IEEE Trans. on Signal Processing*,
Vol. 49, No. 11, pp. 2498-2510, November 2001.

[2004]
P. Tichavsky and K.T. Wong,**Quasi-fluid-mechanics-based
quasi-Bayesian Cramer-
Rao bounds for deformed towed-array direction finding**, *
IEEE Trans. on Signal Processing*, Vol. 52, No.1, pp. 36-47,
January 2004.

[1993] P. Tichavsky and P.
Händel, **Efficient tracking
of multiple sinusoids with slowly varying parameters**, *Proc.
of the IEEE Int. Conf. Acoust., Speech, Signal
Processing,*
Minneapolis, MN, Pt. III, pp.368-371, April 1993.

[1994] P. Tichavsky and P.
Händel, **Performance analysis of two algorithms for
tracking of multiple noisy cisoids**, * SIGNAL PROCESSING
VII: Theories and Applications.* M. Holt, C. Cowan, P. Grant, W.
Sandham (Eds.), European Association for Signal Processing,
Proceedings of EUSIPCO-94, Edinburgh, Scotland,
Vol. III, pp. 1720-1723, September 1994.

[1995] A. Swami and P. Tichavsky, **The n-th
order moment
(cumulant) of multiple sinusoids: strong ergodicity and related issues**.

[1997] P. Händel, P.
Tichavsky and S. M. Savaresi, **
Performance analysis of a constrained high order adaptive notch filter,**
*Proc. of the 1997 Finnish Signal Processing Symphosium *,
Pori, Finland, May 22, pp. 21-24.

[1997]
P. Tichavsky, C. Muravchik and A. Nehorai, **
Posterior C-R bounds for performance of adaptive parameter
estimation,** *Signal Analysis
and Prediction I*, A. Prochazka, J. Uhlir and P. Sovka (Eds.),
Proc. of ECSAP'97, Prague, June 24-27, 1997, pp. 153-156.

[1998] P. Tichavsky and P.
Händel, **
Estimating parameters of polynomial phase signals by tracking
algorithms: an alternative to the polynomial-phase transform **,
* Proc. of the Ninth
IEEE SP Workshop on Statistical Signal and Array Processing *
Portland, Oregon, USA, September 14-16, 1998, pp. 348-351.

[1999]
A. Nehorai and P. Tichavsky, ** Cross-product algorithms for
source tracking using an EM vector sensor**, *Proc. of the
IEEE Int. Conf. Acoust., Speech, Signal Processing,*
Phoenix, AZ, Pt. V, pp.2781-2784, March 1999.

[1999]
M. Simandl, J. Kralovec and P. Tichavsky, **
Predictive and filtering lower bounds for nonlinear filters,** *Proc.
of the 14th World Congress of IFAC *, Beijing, China, June 1999,
vol. H, pp. 43-48.

[2002]
P. Tichavsky and K.T. Wong, **
New Fluid-Mechanics-Based Quasi-Bayesian Statistical Models of a
Nominally Linear Towed-Array's Shape Deformation** *Proc. of
the ICASSP'2002 *, Orlando, Florida, USA, pp. 2841-2844.

[2003a]
P. Tichavsky and K.T. Wong, **Finite-Data-Record
Performance/Breakdown Analysis of the ``Blind" Space-Time DS-CDMA
Rake-Receiver of Wong-Lok-Lehnert-Zoltowski ***Proc. of the
IEEE Int. Conf. on Communications *, May 10-15, 2003, Anchorage,
Alaska, pp.3302-3306.

[2003b]
P. Tichavsky and K.T. Wong, **A Reduced-Complexity ``Blind"
Space-Frequency Algorithm for Peer-to-Peer
MFSK-FFH-CDMA Detection & Co-Channel Interference Suppression ***Proc.
of the IEEE Global Telecomunication
Conference 2003
(GlobeCom 2003), *, San Francisco, December 1.-5., 2003.

[1991] P. Tichavsky, **Algorithms for and
geometrical
characterization of solutions in the LMS and the LTS linear regression**,
* Computational Statistics Quarterly* 2, pp.139-151, March
1991.

[1998] P. Tichavsky and P. Bocek, **Detection of
Influential Points
by Convex Hull Volume Minimization**, *Kybernetika*,
Vol.34, No. 5, pp. 515-534, 1998.

[2005]
P. Tichavsky and K.T. Wong, ** Analytic Derivation of
Finite-Data-Record Performance of Wong-Lok-Lehnert-Zoltowski's DS-CDMA
``Blind" Space-Time Receiver **, * IEEE Trans. Signal
Processing *,
May 2005

[2006]
K.T. Wong, P. Tichavsky, S.K. Cheung and G. Liao,** A New
Pre-Processing Technique to Enhance Single-User-Type DS-CDMA
Detectors in ``Blind" Space-Time Rake Receivers**, * IEEE
Trans. Wireless Communications *,vol. 5, no. 10, pp. 2932- 2944,
November 2006.