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A New PAR Reduction Scheme in OFDM Systems by PTS Using Genetic Algorithm  

Kim Sung-Soo (Department of Electrical Engineering, Chungbuk National University)
Kim Myoung-Je (Department of Electrical Engineering, Chungbuk National University)
Publication Information
Abstract
An orthogonal frequency division multiplexing(OFDM) system has the problem of the peak-to-average power ratio(PAR). In general, in order to obtain optimal PAR reduction using the partial transmitted sequence(PTS), the total search for the number of sub-blocks and the rotation factors must be accomplished. As the number of sub-blocks and rotation factors increases, PAR reduction improves, such that complexity increases exponentially and the process delay occurs simultaneously. Therefore a technique that reduces PAR, which is almost close to optimal, and the amount of calculation is desired. In this paper a new method using genetic algorithm(GA), which is widely used to search for a point that is globally optimal in many problems, is proposed to search for a rotation factor that reduces simultaneously both the PAR and the amount of calculation, such that the complexity of calculation and the process time are reduced at the same time, Comparison is performed between the proposed method and the various techniques developed previously. The superiority of proposed method is presented by demonstrating the reduction of complexity while a similar PAR reduction is obtained.
Keywords
OFDM; Peak-to-Average Power Ratio; Partial Transmitted Sequence; Genetic Algerian;
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  • Reference
1 L. J. Cimini Jr., 'Analysis and simulation of a digital mobile channel using orthogonal frequency division multiplexing', IEEE Trans. on Communications, vol. com-19, pp. 665-675, Jul. 1985
2 S. H. Han, J. H. Lee, 'PAPR reduction of OFDM signals using a reduced complexity PTS technique', IEEE Signal Processing Letters, vol. 11, no. 11, Nov. 2004
3 유흥균, 유호진, 'OFDM 전송방식에서 새로운 효과적 PAPR 감소기법', 충북대학교 논문집, 2002년 8월
4 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
5 조용수, 무선 멀티미디어 통신을 위한OFDM 기초, 대영사, 2001년
6 S. H. Muller, J. B. Huber, 'OFDM with reduced peak-to-average power ratio by optimum combination of partial transmit sequences', Electronics Lett., vol. 33 no. 5, pp. 368-369, Feb. 1997   DOI   ScienceOn
7 C. Tellambura, 'Computation of the continuous-time PAR of an OFDM signal with BPSK subcarriers', IEEE Commun. Lett., vol. 5, pp. 185-187, May 2001   DOI   ScienceOn
8 L. Davis, Handbook of Genetic Algorithms, Van Nostrand Reinhold, 1991
9 J. A. C. Bingham, 'Multicarrier modulation for data transmission: an idea whose time has come', IEEE Communications Magazine, vol. 28, no. 5, pp. 5-14, May 1990   DOI   ScienceOn
10 L. J. Cimini, Jr., and N. R. Sollenberger, 'Peak-toaverage power ratio reduction of an OFDM signal using partial transmit sequences', IEEE Int. Conf. Comm.(lCC 99), Vancouver, British Columbia, Canada, Jun. 1999
11 M. Srinivas, L. Patnaik, Genetic algorithms: a survey, IEEE Computer, 1994
12 김용범, 김병재, 박영규, '유전자 알고리즘에서 선택 기법을 이용한 해의 수렴 과정에 관한 연구', 공업경영학회지, 20(41), 1997년 2월