Title :
Comparing efficient broadband beamforming architectures and their performance trade-offs
Author :
Weiss, Stephan ; Proudler, Ian K.
Author_Institution :
Dept. of Electron. & Comput. Sci., Southampton Univ., UK
Abstract :
In this paper, we evaluate efficient implementations of a broadband beamforming structure, that permits to project the data onto subspaces defined by the principle components of the array data. This optimum but computationally expensive approach is approximated in the frequency domain by processing in independent frequency bins. The latter is computationally optimal, but suffers from spectral leakage. We show that this problem persists even if the frequency resolution is increased, and that the worst case performance depends on the available degrees for freedoms only. Further, an oversampled subband scheme is proposed, which sacrifices some computational complexity but has a considerably improved and controllable worst case performance.
Keywords :
array signal processing; channel bank filters; computational complexity; discrete Fourier transforms; frequency-domain analysis; array data; broadband beamforming architectures; computational complexity; frequency domain; frequency resolution; oversampled subband scheme; performance trade-offs; subspaces; Array signal processing; Communication system control; Computational complexity; Computer architecture; Computer science; Discrete Fourier transforms; Filter bank; Frequency domain analysis; Matrix converters; Sensor arrays;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1027910