Title :
UWB analog space time coding systems using a genetic algorithm based adaptive Rake receiver
Author :
El-Khamy, Said E. ; Badran, Ehab F. ; Zaki, Amira I.
Author_Institution :
Dept. of Electr. Eng., Alexandria Univ., Alexandria, Egypt
Abstract :
In this paper, a novel adaptive maximum ratio combining (MRC) rake receiver using genetic algorithm (GA) is proposed. The proposed adaptive GA Rake receiver uses GA to adaptively select the delays of Rake receiver fingers depending on the channel impulse response. It adaptively selects the delays that will allow the Rake receiver to capture most of the energy of the multipath components with less complexity. The adaptive GA Rake is applied to the UWB single-input single-output (SISO) and multi-input single-output (MISO) with analog space time coding (STC) systems. Its performance is compared to these systems with the conventional MRC-rake receiver and showed a great enhancement in performance with less receiver complexity.
Keywords :
diversity reception; genetic algorithms; radio receivers; space-time codes; transient response; ultra wideband communication; UWB analog space time coding systems; adaptive Rake receiver; adaptive maximum ratio combining; channel impulse response; genetic algorithm; multi-input single-output; multipath components; single-input single-output; Delay; Fading; Fingers; Gallium; Multipath channels; Receiving antennas; Signal to noise ratio; Genetic algorithm; MRC; Rake receiver; Space time coding; UW;
Conference_Titel :
Signal Processing and Communication Systems (ICSPCS), 2010 4th International Conference on
Conference_Location :
Gold Coast, QLD
Print_ISBN :
978-1-4244-7908-5
Electronic_ISBN :
978-1-4244-7906-1
DOI :
10.1109/ICSPCS.2010.5709750