Comprehensive intelligent optimization of an N-element uniform linear array using genetic algorithms and adaptive filtering

Swift Convergent Weighted Quadrigeminal Beamformer Using Smart Antenna System

“…The next update estimate value is an amalgamation of the product of the speedy convergence module with the previous transmit direction and previous estimate value which are demonstrated in the Eq. (9).…”

“…Adaptive filters and genetic algorithm are combined to optimize linear antenna array, which has (n) number of antenna elements in it. Genetic algorithm is used to find the distance and the progressive changes in the phase shifts to achieve the desired half power beamwidth values; similarly adaptive filters are used to maximize the radiation pattern in desired direction and eliminate interference in the other spatial directions [9].…”