Peak-to-average power ratio reduction using backtracking search optimization algorithm in OFDM systems

被引:10
作者
Taspinar, Necmi [1 ]
Tokur Bozkurt, Yuksel [2 ]
机构
[1] Erciyes Univ, Dept Elect & Elect Engn, Fac Engn, Kayseri, Turkey
[2] Gaziantep Univ, Vocat Sch Higher Educ Gaziantep, Dept Elect & Automat, Gaziantep, Turkey
关键词
Orthogonal frequency division multiplexing; backtracking search optimization algorithm; partial transmit sequence; peak-to-average power ratio; PAPR REDUCTION; SIGNALS; SCHEME; NONLINEARITIES;
D O I
10.3906/elk-1401-260
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A peak-to-average power ratio (PAPR) reduction method for an orthogonal frequency division multiplexing (OFDM) system based on a combination of a partial transmit sequence (PTS) scheme with the backtracking search optimization algorithm (BSA) is proposed. The PTS scheme shows good PAPR reduction performance; however, it requires a complex computation to search the set of optimum phase factors, especially for high-speed data transmissions. To minimize the complexity of the search for optimum phase factors, the PTS scheme is combined with the BSA. The BSA is a new and efficient population-based evolutionary search algorithm for real-valued optimization problems. A set of simulations is conducted for the PAPR reduction performance and computational complexity comparisons of the BSA-PTS scheme with different PTS schemes. Simulation results indicate that the BSA-PTS scheme yields an effective PAPR reduction performance with low computational complexity.
引用
收藏
页码:2307 / 2316
页数:10
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