Title :
Genetic Algorithm based Smart Antenna design for UWB Beamforming
Author :
Mani, V.V. ; Bose, Ranjan
Author_Institution :
Indian Inst. of Technol., Delhi
Abstract :
In this paper we propose a smart antenna for Impulse-based UWB beamforming. This multi-element antenna combines received signals intelligently to collect the desired UWB signal and to suppress UWB interference coming from other than the look direction of the antenna. We propose the use of genetic algorithms (GA) to determine the optimal weights of the antenna based on interference directions. In GA, the weights are represented as chromosomes on which genetic operators are repeatedly applied to find better solutions. Simulation results shows M element antenna can suppress up to M-l interferences and also the interference power decreases with increase in number of antenna elements. Tap delay of VBW with minimum number of taps gives suboptimal performance regardless of the number of taps used.
Keywords :
adaptive antenna arrays; array signal processing; genetic algorithms; ultra wideband antennas; ultra wideband communication; UWB beamforming; UWB interference; UWB signal; genetic algorithm; multielement antenna; smart antenna design; Adaptive arrays; Algorithm design and analysis; Antenna arrays; Array signal processing; Bandwidth; Directive antennas; Genetic algorithms; Interference suppression; Signal processing; Ultra wideband antennas; Genetic algorithm (GA); Interference suppression; Smart antenna; Tapped-delay line (TDL); Ultra-wideband (UWB); beamforming;
Conference_Titel :
Ultra-Wideband, 2007. ICUWB 2007. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0521-3
Electronic_ISBN :
978-1-4244-0521-3
DOI :
10.1109/ICUWB.2007.4380985