Title :
An adaptive algorithm for broadband frequency invariant beamforming
Author :
Ward, Darren B. ; Kennedy, Rodney A. ; Williamson, Robert C.
Author_Institution :
Telecommun. Eng. Group, Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
Frequency invariant beamforming is array processing in which the spatial response remains constant (with respect to frequency) within a wide frequency band of interest. We present a new algorithm for adaptive broadband beamforming which solves a minimum variance beamforming problem, with a structural frequency invariant beampattern constraint. This constraint allows us to reduce the dimension of the adaptation problem. The proposed algorithm is a block adaptive LMS algorithm which uses only a fraction of the parameters of a conventional fully adaptive array. Hence, the computational complexity is reduced and the convergence speed is increased. A simulation example is presented to demonstrate the new algorithm
Keywords :
adaptive signal processing; array signal processing; computational complexity; convergence of numerical methods; direction-of-arrival estimation; least mean squares methods; adaptive algorithm; adaptive broadband beamforming; block adaptive LMS algorithm; broadband frequency invariant beamforming; computational complexity reduction; convergence speed; frequency invariant beampattern constraint; minimum variance beamforming; simulation; spatial response; Adaptive algorithm; Array signal processing; Australia; Bandwidth; Computational complexity; Filters; Frequency; Interference constraints; Least squares approximation; Sensor arrays;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.604682