A Wideband Direct Data Domain Genetic Algorithm Beamforming
Alternative metrics PlumXhttp://hdl.handle.net/11012/38734
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In this paper, a wideband direct data-domain genetic algorithm beamforming is presented. Received wideband signals are decomposed to a set of narrow sub-bands using fast Fourier transform. Each sub-band is transformed to a reference frequency using the steering vector transformation. So, narrowband approaches could be used for any of these sub-bands. Hence, the direct data-domain genetic algorithm beamforming can be used to form a single ‘hybrid’ beam pattern with sufficiently deep nulls in order to separate and reconstruct frequency components of the signal of interest efficiently. The proposed approach avoids most of drawbacks of already-existing statistical and gradient-based approaches since formation of a covariance matrix is not needed, and a genetic algorithm is used to solve the beamforming problem.
Document typePeer reviewed
SourceRadioengineering. 2015 vol. 24, č. 1, s. 80-86. ISSN 1210-2512
- 2015/1