Publications in Scientific Journals


Authors: Michael Jachan, E389-03; Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan, G. Matz, F. Hlawatsch:
"Vector Time-Frequency AR Models for Nonstationary Multivariate Random Processes";
IEEE Transactions on Signal Processing, 57 (2009), 12; 4646 - 4659.

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Authors: Michael Jachan, E389-03; Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan, G. Matz, F. Hlawatsch:
"Time-Frequency ARMA Models and Parameter Estimators for Underspread Nonstationary Random Processes";
IEEE Transactions on Signal Processing, 55 (2007), 9; 4366 - 4381.

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Talks and Poster Presentations (with Proceedings-Entry)


Authors: Michael Jachan, E389-03; Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan, G. Matz, F. Hlawatsch:
"Least-Squares and Maximum-Likelihood TFAR Parameter Estimation for Nonstationary Processes";
Talk: IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, Frankreich; 05-14-2006 - 05-19-2006; in: "Proceedings of IEEE ICASSP 2006", vol. 3 (2006), 492 - 495.

Authors: Michael Jachan, E389-03; Franz Hlawatsch, E389-03; Gerald Matz, E389-03

M. Jachan, F. Hlawatsch, G. Matz:
"Linear Methods for TFARMA Parameter Estimation and System Approximation";
Talk: IEEE-SP Workshop on Statistical Signal Processing (SSP), Bordeaux, France; 07-17-2005 - 07-20-2005; in: "Proceedings of the 13th Statistical Signal Processing Workshop (SSP)", (2005), 909 - 914.

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Authors: Michael Jachan, E389-03; Gerald Matz, E389-03

M. Jachan, G. Matz:
"Nonstationary vector AR modeling of wireless channels";
Talk: IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), New York City, USA; 06-05-2005 - 06-08-2005; in: "Proceedings of the IEEE SPAWC 2005", (2005), 625 - 629.

Authors: Michael Jachan, E389-03; Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan, G. Matz, F. Hlawatsch:
"TFARMA Models: Order Estimation and Stabilization";
Talk: IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, USA; 03-18-2005 - 03-23-2005; in: "Proceedings of the IEEE Conf. on Acoustics, Speech, and Signal Processing (ICASSP 2005)", vol. IV (2005), ISBN: 0-7803-8875-5; 301 - 304.

Authors: Michael Jachan, E389-03; Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan, G. Matz, F. Hlawatsch:
"Time-Frequency-Moving-Average Processes: Principles and Cepstral Methods for Parameter Estimation";
Talk: IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada; 05-17-2004 - 05-21-2004; in: "Proceedings of the 2004 IEEE International Conference on Acoustics, Speech and Signal Processing", vol. II (2004), ISBN: 0-7803-8485-7; 757 - 760.

Authors: Michael Jachan, E389-03; Franz Hlawatsch, E389-03; Gerald Matz, E389-03

M. Jachan, F. Hlawatsch, G. Matz:
"Stable adaptive nonstationary signal detection based on the robuston scheme";
Talk: IEEE Workshop on Statistical Signal Processing, St. Louis (MO); 09-29-2003 - 10-01-2003; in: "Proc. 12th IEEE Workshop on Statistical Signal Processing", (2003), 621 - 624.

Authors: Franz Hlawatsch, E389-03; Gerald Matz, E389-03; Michael Jachan, E389-03

F. Hlawatsch, G. Matz, M. Jachan:
"Robuston methods for stable statistical signal processing: principles and application to nonstationary signal estimation";
Talk: IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hong Kong; 04-06-2003 - 04-10-2003; in: "IEEE ICASSP 2003", vol. VI (2003), 649 - 652.

Authors: Michael Jachan, E389-03; Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan, G. Matz, F. Hlawatsch:
"Time-frequency-autoregressive random processes: modeling and fast parameter estimation";
Talk: IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hong Kong; 04-06-2003 - 04-10-2003; in: "IEEE ICASSP 2003", vol. VI (2003), 125 - 128.


Talks and Poster Presentations (without Proceedings-Entry)


Authors: Michael Jachan, E389-03; Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan, G. Matz, F. Hlawatsch:
"Linear Methods for Time-Frequency-ARMA Approximation of Time-Varying Systems";
Talk: International Conference Modern Methods of Time-Frequency Analysis, Strobl, Austria; 05-23-2005 - 05-28-2005.


Doctor's Theses (authored and supervised)


Author: Michael Jachan, E389-03
Other persons involved: Franz Hlawatsch, E389-03; Gerald Matz, E389-03

M. Jachan:
"Time-Frequency-Autoregressive-Moving-Average Modeling of Nonstationary Processes";
Supervisor, Reviewer: F. Hlawatsch, G. Matz; Institut für Nachrichtentechnik und Hochfrequenztechnik, 2006; oral examination: 06-29-2006.


Diploma and Master Theses (authored and supervised)


Author: Franz Büchinger, E389
Other persons involved: Franz Hlawatsch, E389-03; W. Drexler; Michael Jachan, E389-03

F. Büchinger:
"Dispersions-Entzerrung in der optischen Kohärenztomographie";
Supervisor: F. Hlawatsch, W. Drexler, M. Jachan; Institut für Nachrichtentechnik und Hochfrequenztechnik, 2006; final examination: 06-23-2006.

Author: Clemens Novak, E389-03
Other persons involved: Franz Hlawatsch, E389-03; Michael Jachan, E389-03

C. Novak:
"Optical Coherence Tomography: Signal Modeling and Processing";
Supervisor: F. Hlawatsch, M. Jachan; Institut für Nachrichtentechnik und Hochfrequenztechnik, 2006; final examination: 01-13-2006.

Author: Herwig Wendt, E389
Other persons involved: Michael Jachan, E389-03; Franz Hlawatsch, E389-03

H. Wendt:
"Support Vector Machines for Regression Estimation and their Application to Chaotic Time Series Prediction";
Supervisor: M. Jachan, F. Hlawatsch; Institut für Nachrichtentechnik und Hochfrequenztechnik, 2005.

Author: Michael Jachan, E389-03
Other persons involved: Gerald Matz, E389-03; Franz Hlawatsch, E389-03

M. Jachan:
"Time-Varying Parametric Models for Linear Systems and Random Processes";
Supervisor: G. Matz, F. Hlawatsch; Institut für Nachrichtentechnik und Hochfrequenztechnik, 2001.



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