Title :
Using Innovative Differential Evolution Algorithm for OFDM Reducing PAPR
Author :
Shu-Hong Lee ; Ho-Lung Hung
Author_Institution :
Dept. of Electron Eng., Chienkuo Technol. Univ., Changhua, Taiwan
Abstract :
In this paper, tone injection (TI) based on differential evolution algorithm (DE) is proposed to reduce the peak-to-average power ratio (PAPR) of orthogonal frequency division multiplexing (OFDM) signals. TI is a distortionless PAPR reduction technique, but its high search complexity for finding optimal TI scheme requires an exhaustive search over all combinations of possible permutations of the expanded constellation, which is a potential problem for practical applications. In this work we present a novel convex optimization approach to numerically determine the near-optimal tone injection (TI) solution based on a differential evolution algorithm (DETI). DETI is compared to different TI schemes for PAPR reduction and search complexity performances. The simulation results show that the proposed DETI method provides good PAPR reduction and bit error-rate (BER) performances. Finally, the DETI algorithm not only reduces the PAPR significantly, but also decreases the computational complexity. The simulation results show that it achieves more or less the same PAPR reduction as that of exhaustive search.
Keywords :
OFDM modulation; computational complexity; error statistics; optimisation; BER; OFDM; PAPR; bit error-rate; computational complexity; convex optimization; expanded constellation; innovative differential evolution; orthogonal frequency division multiplexing; peak-to-average power ratio; tone injection; Complexity theory; Optimization; Partial transmit sequences; Peak to average power ratio; Quadrature amplitude modulation; Differential evolution algorithm; Orthogonal frequency division multiplexing; Peak-to-average power ratio reduction; Tone injection;
Conference_Titel :
Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2013 Seventh International Conference on
Conference_Location :
Taichung
DOI :
10.1109/IMIS.2013.113