DocumentCode :
638228
Title :
A genetic algorithm based PAPR reduction in WPM system
Author :
Dixit, N. ; Singh, Navab ; Mandake, Sayali ; Naikwadi, M.H. ; Patil, Kishor P.
Author_Institution :
Dept. of Electron. & Telecommun. Eng. Sinhgad Acad. of Eng., Univ. of Pune Pune, Pune, India
fYear :
2013
fDate :
26-28 July 2013
Firstpage :
1
Lastpage :
5
Abstract :
The major drawback of multicarrier transmission such as Orthogonal Frequency Division Multiplexing (OFDM) and Wavelet Packet Modulation (WPM) is their high Peak-to-Average Power Ratio (PAPR). In this paper, we propose Genetic Algorithm (GA) based approach for the reduction of PAPR. The GA approach has proved to be an efficient optimization tool for the reduction of PAPR as well as the computational load. The results show that the P APR of the original WPM signal is 12.5 dB and that obtained after applying GA is 9.5 dB, thereby reducing the PAPR by about 3dB. Further, it is observed that GA performs better than Partial Transmit Sequence (PTS) and Selective Mapping Technique (SLM) if number of generations is increased.
Keywords :
OFDM modulation; genetic algorithms; OFDM; PAPR reduction; WPM system; computational load; genetic algorithm; multicarrier transmission; optimization; orthogonal frequency division multiplexing; peak-to-average power ratio; wavelet packet modulation; Biological cells; Genetic algorithms; Modulation; Peak to average power ratio; Sociology; Statistics; Genetic Algorithm; Multi-carrier Modulation; Peak-to-Average Power Ratio; Wavelet Packet Modulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless and Optical Communications Networks (WOCN), 2013 Tenth International Conference on
Conference_Location :
Bhopal
ISSN :
2151-7681
Print_ISBN :
978-1-4673-5997-9
Type :
conf
DOI :
10.1109/WOCN.2013.6616193
Filename :
6616193
Link To Document :
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