Two-Dimensional LMS Adaptation Strategies for Nonstationary Signals

Digital Signal Processing: A Review Journal

Volumn 7, Issue 1, 1997, Pages 3-12

  Albiol, Antonio ^a   Mossi, José M ^a   Naranjo, Valery ^a   Vergara, Luis ^a  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; COMPUTER SIMULATION; DIGITAL IMAGE STORAGE; IMAGE PROCESSING; SIGNAL DETECTION;

NONSTATIONARY SIGNALS; TWO DIMENSIONAL LEAST MEAN SQUARES ADAPTATION STRATEGY; TWO DIMENSIONAL LEAST MEAN SQUARES ALGORITHM;

ADAPTIVE FILTERING;

EID: 0030672444     PISSN: 10512004     EISSN: None     Source Type: Journal    
DOI: 10.1006/dspr.1997.0272     Document Type: Article

References (6)

1. Widrow, B., and Stearns, S. Adaptive Signal Processing. Prentice-Hall, Englewood Cliffs, New Jersey, 1985.
2. Hadhoud, M. M., and Thomas, D. W. The two dimensional adaptive LMS (TDLMS) algorithm. IEEE Trans. Circuits Syst. CAS-35, No. 5 (1991), 485-494.
3. Ohki, M., and Hashiguchi, S. Two-dimensional LMS adaptive filters. IEEE Trans. Consumer Electron. 37, No. 1 (1991), 66-73.
4. Haykin, S. Adaptive Filter Theory, 2nd ed. Prentice-Hall, Englewood Cliffs, New Jersey 1991.
5. Solo, V. The limiting behaviour of LMS, IEEE Trans. Acoust. Speech Signal Process. 37, 1909-1922.
6. Soni, T., Zeidler, J. R., and Ku, W. H. Performance evaluation of 2D adaptive prediction filters for detection of small objects in image data. IEEE Trans. Image Process. 2, No. 3 (1993), 327-339.