A new efficient subspace tracking algorithm based on singular value decomposition

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

Volumn 4, Issue , 1994, Pages IV485-IV488

  Kavčić, Aleksandar ^a   Yang, Bin ^b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b RUHR UNIVERSITY BOCHUM   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; SIGNAL PROCESSING; SYSTOLIC ARRAYS; TRACKING (POSITION);

FREQUENCY TRACKING; NOISE SUBSPACE; PLANE ROTATIONS; SIGNAL COMPONENTS; SIGNAL SUB-SPACE; SUBSPACE TRACKING ALGORITHMS;

SINGULAR VALUE DECOMPOSITION;

EID: 33747823803     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.1994.389774     Document Type: Conference Paper

References (7)

1. R. D. DeGroat, "Noniterative subspace tracking", IEEE Trans. Signal Processing, vol. 40, pp. 571-577, 1992.
2. B. Yang, "Subspace tracking based on the projection approach and the recursive least squares method", in Proc. IEEE ICASSP, Minneapolis, Apr. 1993.
3. M. Mooncn, P. van Dooien, and J. Vandewalle, "Updating singular value decompositions. A parallel implementation.", in Proc. SPIE Advanced Algorithms and Architectures for Signal Processing, vol. 1152, pp. 80-91, San Diego, Aug. 1989.
4. M. Moonen, Jacobi-type updating algorithms for signal processing, systems identification and control, Dissertation, Katholike Universiteit Lueven, Department of Electrical Engineering, Heverlee, Belgium, 1990.
5. G. W. Stewart, "An updating algorithm for subspace tracking", in IEEE Trans. Signal Processing, vol. 40, pp. 1535-1541, 1992.
6. B. Yang and F. Gersemsky "An adaptive algotithm of linear computational complexity for both rank and sub-space tracking", to appear in Proc. IEEE ICASSP, Adelaide, Apr. 1994.
7. A. Kavčić, Untersuchung ausgewälter Verfahren zur rekursiven Eigenwertzerlegung, Master thesis, Ruhr University Bochum, Bochum, Germany, 1993.