DocumentCode :
3563773
Title :
Parallel stochastic search for PAPR reduction of OFDM signal
Author :
Shigei, Noritaka ; Kumashiro, Hideaki ; Miyajima, Hiromi
Author_Institution :
Kagoshima Univ., Kagoshima, Japan
fYear :
2014
Firstpage :
317
Lastpage :
322
Abstract :
Tone injection (TI) is an effective technique to overcome high PAPR (peak-to-average power ratio) of OFDM. The PAPR reduction problem solved with TI is a combinatorial problem. Although the effectiveness of GA has been demonstrated for this problem, GA involves relative complex operators. This implies that, when implementing the methods of TI on digital circuits, other methods may outperform GA under the same processing time. In this paper, we investigate effective parallel search methods for the PAPR reduction, which are of simple structure for implementing digital circuits. At first, as the basis of the parallel methods, we propose two types of stochastic search methods. The one is Flip-Probability-specified type (FP) search and the other is a specified-Number-of-Flips type (NF) search. Both of them use only simple stochastic operators. Then, we propose an effective digital circuit implementation of the solution evaluation function. Finally, we propose a parallel search method based on FP and NF search. The simulation results show that, the proposed parallel search methods can improve not only the processing speed but also the quality of the solution.
Keywords :
OFDM modulation; combinatorial mathematics; digital circuits; genetic algorithms; radiocommunication; search problems; stochastic processes; stochastic programming; telecommunication computing; FP search; GA; NF search; OFDM signal PAPR reduction; TI; combinatorial problem; digital circuit implementation; flip-probability-specified type search; genetic algorithm; orthogonal frequency division multiplexing; parallel stochastic search method; peak-to-average power ratio; specified-number-of-flip type search; tone injection; wireless communication; Digital circuits; Genetic algorithms; Noise measurement; Peak to average power ratio; Search methods; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS), 2014 Joint 7th International Conference on and Advanced Intelligent Systems (ISIS), 15th International Symposium on
Type :
conf
DOI :
10.1109/SCIS-ISIS.2014.7044742
Filename :
7044742
Link To Document :
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