Publications in Scientific Journals
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.
More information
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.
More information
Talks and Poster Presentations (with Proceedings-Entry)
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.
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.
More information
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.
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.
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.
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.
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.
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)
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)
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)
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.
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.
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.
M. Jachan:
"Time-Varying Parametric Models for Linear Systems and Random Processes";
Supervisor: G. Matz, F. Hlawatsch;
Institut für Nachrichtentechnik und Hochfrequenztechnik,
2001.