Browse > Article

A Study on the PAPR Reduction Using Phase Rotation Method Applying Metaheuristic Algorithm  

Yoo, Sun-Yong (Dept. of Inform. & Telecom. Eng., Graduate School of Korea Aerospace University)
Park, Bee-Ho (Dept. of Inform. & Telecom. Eng., Graduate School of Korea Aerospace University)
Kim, Wan-Tae (Dept. of Inform. & Telecom. Eng., Graduate School of Korea Aerospace University)
Cho, Sung-Joon (Dept. of Inform. & Telecom. Eng., Graduate School of Korea Aerospace University)
Publication Information
Journal of the Institute of Electronics Engineers of Korea TC / v.46, no.5, 2009 , pp. 26-35 More about this Journal
Abstract
OFDM (Orthogonal Frequency Division Multiplexing) system is robust to frequency selective fading and narrowband interference in high-speed data communications. However, an OFDM signal consists of a number of independently modulated subcarriers and the superposition of these subcarriers causes a problem that can give a large PAPR(Peak-to-Average Power Ratio). Phase rotation method can reduce the PAPR without nonlinear distortion by multiplying phase weighting factors. But computational complexity of searching phase weighting factors is increased exponentially with the number of subblocks and considered phase factor. Therefore, a new method, which can reduce computational complexity and detect phase weighting factors efficiently, should be developed. In this paper, a modeling process is introduced, which apply metaheuristic algerian in phase rotation method and optimize in PTS (Particle Swarm Optimization) scheme. Proposed algorithm can solve the computational complexity and guarantee to reduce PAPR We analyzed the efficiency of the PAPR reduction through a simulation when we applied the proposed method to telecommunication systems.
Keywords
OFDM; PAPR; Metaheuristic; PTS; SLM;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 L. J. Climini, Jr. and N. R. Sollenberger, 'Peak-to-average power ratio reduction of an OFDM signal using partial transmit sequences,' in Proc. IEEE ICC'99, pp. 511-515, June 1999
2 김완태, 유선용, 조성준, 'MG-PSO 알고리즘을 적용한 PTS 기법에 의한 OFDM 신호의 PAPR 감소', 대한전자공학회논문지 제46권 TC편 제1호, 1-9쪽, 2009년 1월   과학기술학회마을
3 L. Yang, R. S. Chen and K. K. Soo, 'PAPR reduction of an OFDM signal by use of PTS with low computational complexity,' IEEE Trans. on broadcasting, vol. 52, no. 1, pp. 83-86, Mar. 2006   DOI   ScienceOn
4 S. Kirkpatrick, C. D. Gelatt, Jr. and M. P. Vecchi, 'Optimization by simulated annealing,' Science, vol. 220, no. 4598, pp. 671-680, May 1983   DOI   PUBMED   ScienceOn
5 K. S. Tang, K. F. Man and Q. He, 'Genetic Algorithms and their applications,' IEEE Signal Processing Magazine, vol. 13, pp. 22-37, Nov. 1996   DOI   ScienceOn
6 S. H. Muller and J. B. Huber, 'OFDM with reduced peak-to-average power ratio by optimum combination of partial transmit sequences,' Electron. Lett., vol. 33, no. 5, pp. 368-369, Feb. 1997   DOI   ScienceOn
7 김성수, 김명제, 기종해, '유전자 알고리즘을 적용한 SPW에 의한 새로운 OFDM 시스템 PAPR 감소 기법', 한국전자파학회논문지 제16권 제11호, 1131-1137쪽, 2006년 11월
8 G. Drago, A. Manella, M. Nervi, M. Repetto and G. Secondo, 'A combined strategy for optimization in non linear magnetic problems using simulated annealing and search techniques,' IEEE Trans. Mag., vol. 28, no. 2, Mar. 1992
9 J. Kennedy and R. Eberhart, 'Particle swarm optimization,' in Proc. of IEEE International Conf. on Neural Networks, vol. 4, pp. 1942-2948, 1995   DOI
10 V. Minzu and L. Beldiman, 'Some aspects concerning the implementation of a parallel hybrid metaheuristic,' in Proc. of the 6th IEEE International Symposium on Assembly and Task Planning, pp. 224-229, July 2005
11 S. H. Han, J. H. Lee, 'An overview of peak-to- average power ratio reduction techniques for multicarrier transmission,' IEEE Wireless Communications, vol. 12, no. 2, pp. 56-65, April 2005   DOI   ScienceOn
12 R. Van Nee and R. Prasad, OFDM for Wireless Multimedia Communications, Boston, MA:Artech House, 2000
13 F. Glover and G. A. Kochenberger, Handbook on Metaheuristics, Boston, MA:Artech House, 2003