Comparison between LS and TLS in adaptive processing for radar systems

IEE Proceedings: Radar, Sonar and Navigation

Volumn 150, Issue 1, 2003, Pages 2-6

  Farina, A ^a   Golino, G ^a   Timmoneri, L ^a  

^a ALENIA SPAZIO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; INTERFERENCE SUPPRESSION; LEAST SQUARES APPROXIMATIONS; LINEAR EQUATIONS; MATRIX ALGEBRA; PERTURBATION TECHNIQUES; RADAR CLUTTER; RADAR INTERFERENCE; SPURIOUS SIGNAL NOISE; VECTORS;

ADAPTIVE SIGNAL PROCESSING; LEAST SQUARES ALGORITHMS; PHASED ARRAY RADAR SYSTEMS; TOTAL LEAST SQUARES ALGORITHMS;

RADAR SYSTEMS;

EID: 0037298928     PISSN: 13502395     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-rsn:20030074     Document Type: Article

References (9)

1. Farina, A.: 'Antenna-based signal processing techniques for radar systems' (Artech House Inc., 1992)
2. Golub, G.H., and Van Loan, C.F.: 'An analysis of the total least squares problem', SIAM J. Num. Anal., 1980, 17, (6), pp. 883-893
3. Van Huffel, S., and Vandewalle, J., 'Analysis and properties of generalized total least squares problems Ax ≈ B when some or all columns in A are subjected to error', SIAM J. Matrix Anal. Appl., 1989, 10, (3), pp. 294-315
4. Cadzow, J.A.: 'Least squares modelling and signal processing', Digit. Signal Process., 1994, 4, pp. 2-20
5. Cadzow, J.A.: 'Total least squares, matrix enhancement, and signal processing', Digit. Signal Process., 1994, 4, pp. 21-39
6. Abatzglou, T.J., Mendel, J.M., and Harada, G.A.: 'The constrained total least squares and its applications to harmonic superresolution', IEEE Trans. Signal Process., 1991, 39, (5), pp. 1070-1086
7. Golub, G.H., and Van Loan, C.F.: 'Matrix computations' (Johns Hopkins University Press, Baltimore, 1989, 2nd edn.)
8. Farina, A., Sanzullo, R., and Timmoneri, L.: 'New adaptive technique for real phased-array and synthetic array of antennas. Applications to surveillance radar systems and to imaging with synthetic aperture radar'. Proceedings of Int. Maritime Defense Exhibition & Conference IMDEX, 1997
9. Feng, D.Z., Bao,Z., and Jiao, L.C.: 'Total least mean squares algorithm', IEEE Trans. Signal Process., 1998, 46, (8), pp. 2122-2130