Joint DOA, frequency and model order estimation in additive α-stable noise

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 6, Issue , 2000, Pages 3798-3801

  Kannan, B ^a   Fitzgerald, W J ^a   Kuruoglu, E E ^b  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b INRIA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DIRECTION OF ARRIVAL; FREQUENCY ESTIMATION; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); IMPULSE NOISE; MARKOV PROCESSES; STOCHASTIC SYSTEMS; ALGORITHMS; APPROXIMATION THEORY; ESTIMATION; FREQUENCIES; MATHEMATICAL MODELS; MATRIX ALGEBRA; MONTE CARLO METHODS; PROBABILITY DISTRIBUTIONS; SENSORS; VECTORS;

ALPHA-STABLE DISTRIBUTION; GAUSSIAN NOISE MODEL; IMPULSIVE NOISE ENVIRONMENT; MARKOV CHAIN MONTE-CARLO; MODEL ORDER ESTIMATION; NON-GAUSSIAN MODELS; SIGNAL AND NOISE PARAMETERS; STOCHASTIC ALGORITHMS;

SIGNAL PROCESSING; SPURIOUS SIGNAL NOISE;

ADDITIVE STABLE NOISE; BAYESIAN PRINCIPLE; DIRECTION OF ARRIVAL; GAUSSIAN MIXTURE; MODEL ORDER ESTIMATION;

EID: 0033678390     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2000.860230     Document Type: Conference Paper

References (6)

1. S. J. Gosdill. MCMC and EM-based methods for inference in heavy-tailed processes with α-stable innovations. In Proc. of IEEE signal Processing workshop on HOS, 1999.
2. P. J. Green. Reversible jump MCMC computation and Bayesian model determination. Biometrika, 82:711-732, 1995.
3. B. Kannan and W. J. Fitzgerald. Detection and parameter estimation in SαS noise. Technical Report CUED/Finfeng/TR369, Univerist of Cambridge, 1999.
4. E. E. Kuruoglu, C. Molina, S. J. Gosdill, and W. J. Fitzgerald. A new analytic representation for the α-stable probability density function. In American Statistical Society Proceedings, 1997.
5. M. Shao and C. L. Nikias. Signal processing with fractional lower order moments: Stable processes and their applications. Proceedings of the IEEE, 81(7):986-1009, July 1993.
6. M. Wax and T. Kailath. Detection of signals by information theoretic criteria. IEEE Transactions on Acoustic, Speech and Signal Processing, ASSP-33(2):387-392, April 1985.