Title :
A game theory H∞ approach to robust direction finding
Author :
Stavropoulos, K.V. ; Manikas, A.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. of Sci., Technol. & Med., London, UK
Abstract :
In this paper a novel robust technique for uncalibrated, or partially calibrated, direction finding array systems is proposed to cope with noise of unknown statistics and with array electrical and geometrical uncertainties. The proposed technique is based on robust H ∞ estimation in a game theory framework and requires the design of a new state-space model for the array output signal. This model incorporates the array uncertainties explicitly as system disturbances rather than lump them into the noise terms. The described theoretical formulation is supported by a number of computer simulation studies that certify the robustness of the proposed technique
Keywords :
array signal processing; direction-of-arrival estimation; game theory; state-space methods; array output signal; direction finding array systems; game theory H∞ approach; noise; robust H∞ estimation; robust direction finding; state-space model; Calibration; Degradation; Direction of arrival estimation; Game theory; Noise robustness; Phased arrays; Riccati equations; Sensor arrays; Statistics; Uncertainty;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.893525