DocumentCode
1306457
Title
Peak-to-average power ratio reduction in orthogonal frequency division multiplexing system using differential evolution-based partial transmit sequences scheme
Author
Hung, H.-L. ; Huang, Yih-Fang
Author_Institution
Dept. of Electr. Eng., Chien-Kuo Technol. Univ., Changhua, Taiwan
Volume
6
Issue
11
fYear
2012
Firstpage
1483
Lastpage
1488
Abstract
A differential evolution (DE)-based partial transmit sequence (PTS) scheme for peak-to-average power ratio (PAPR) reduction in orthogonal frequency division multiplexing (OFDM) systems has been proposed. PTS techniques can improve the PAPR statistics of an OFDM signals, but the considerable computational complexity for the required search through a high-dimensional vector space is a potential problem for the implementation in practical systems. The DE is an efficient and powerful population-based stochastic search technique for solving optimisation problems over continuous space, which has been widely applied in many scientific and engineering fields. Thus, to reduce the complexity for searching phase weight vector and to improve the PAPR statistics, the authors introduce DE, to search the optimal phase weight factors. The simulation results show that the proposed DE-based PTS obtains an excellent PAPR performance with a low computational complexity.
Keywords
OFDM modulation; computational complexity; evolutionary computation; DE-based PTS scheme; OFDM systems; PAPR reduction; PAPR statistics; computational complexity reduction; continuous space; differential evolution-based partial transmit sequence scheme; high-dimensional vector space; optimal phase weight factors; optimisation problem; orthogonal frequency division multiplexing system; peak-to-average power ratio reduction; powerful population-based stochastic search technique; searching phase weight vector;
fLanguage
English
Journal_Title
Communications, IET
Publisher
iet
ISSN
1751-8628
Type
jour
DOI
10.1049/iet-com.2010.0997
Filename
6323106
Link To Document