DocumentCode :
1738529
Title :
Hybrid adaptive algorithm based on temporal update and spatial spectrum estimation for adaptive array antenna
Author :
Watanabe, Kazunori ; Kohno, Ryuji
Author_Institution :
Div. of Electr. & Comput. Eng., Yokohama Nat. Univ., Japan
Volume :
1
fYear :
2000
fDate :
2000
Firstpage :
175
Abstract :
Both classes of adaptive algorithm based on temporal update, e.g. LMS and spatial spectral estimation, e.g. DFT have advantages and disadvantages relatively. In order to compensate for their problems with maintaining advantages, this paper proposes and investigates an adaptive array antenna using combined DFT and LMS algorithm. The proposed combined or hybrid algorithm can improve the convergence speed of the weight coefficients in the temporal updating algorithm and accuracy of weight coefficients in the spatial spectral estimation algorithm
Keywords :
adaptive antenna arrays; array signal processing; convergence of numerical methods; direction-of-arrival estimation; discrete Fourier transforms; least mean squares methods; spectral analysis; DFT algorithm; DOA estimation; LMS algorithm; adaptive array antenna; convergence speed; digital beamforming; hybrid adaptive algorithm; spatial spectral estimation algorithm; spatial spectrum estimation; temporal updating algorithm; weight coefficients; Adaptive algorithm; Adaptive arrays; Antenna arrays; Direction of arrival estimation; Discrete Fourier transforms; Least squares approximation; Maintenance engineering; Mean square error methods; Multiple signal classification; Spectral analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Technology Conference, 2000. IEEE-VTS Fall VTC 2000. 52nd
Conference_Location :
Boston, MA
ISSN :
1090-3038
Print_ISBN :
0-7803-6507-0
Type :
conf
DOI :
10.1109/VETECF.2000.886650
Filename :
886650
Link To Document :
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