一种低复杂度的OFDM系统峰均比降低算法
Novel PTS PAPR Reduction Algorithm with Low Computational Complexity
高峰均功率比(PAPR)信号是正交频分复用(OFDM)技术实用化的主要障碍。针对该问题,提出了一种基于改进模拟退火(IMSA)优化的部分传输序列(PTS)算法。所提算法采用改进模拟退火优化搜索最优相位序列,避免了搜索陷入局部极小值,在不改变退火过程的条件下,得到历经搜索过程中所有状态的最小峰均功率比信号。同时,通过设定门限值,显著降低了算法的计算复杂度。仿真结果证明,所提算法在保持良好的峰均比降低性能的同时,有效地降低了计算的复杂度。
One main drawback in OFDM system is its high peak-to-average power ratio (PAPR). To solve this problem, a novel PTS algorithm based on improved simulated annealing optimization (IMSA-PTS) is proposed in this paper. Specifically, the improved SA optimization approach is applied to search the optimal combination of phase factors, which can avoid the search being trapped in a local optimum solution, and achieve the signal with minimum PAPR among all the exhaustive search without changing the simulated annealing process. Meanwhile, a threshold value is set, which can improve the convergence rate and reduce the computational complexity significantly. Simulation results show that the proposed algorithm can achieve good PAPR reduction with low computational complexity.
汪晋宽、高静、解志斌
通信无线通信
正交频分复用,峰均功率比,部分传输序列,模拟退火
OFDM,PAPR,PTS,Simulated Annealing
汪晋宽,高静,解志斌.一种低复杂度的OFDM系统峰均比降低算法[EB/OL].(2008-04-30)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/200804-1055.点此复制
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