Title :
PAPR Reduction of OFDM Signals Using Partial Transmit Sequences With Low Computational Complexity
Author :
Jiang, Tao ; Xiang, Weidong ; Richardson, Paul C. ; Guo, Jinhua ; Zhu, Guangxi
Author_Institution :
Michigan Univ., Dearborn
Abstract :
Partial transmit sequences (PTS) is one of the attractive techniques to reduce the peak-to-average power ratio (PAPR) in orthogonal frequency division multiplexing (OFDM) system. As conventional PTS technique requires an exhaustive searching over all the combinations of the given phase factors, which results in the computational complexity increases exponentially with the number of the sub-blocks. In this paper, we aim to obtain the desirable PAPR reduction with the low computational complexity. Since the process of searching the optimal phase factors can be categorized as combinatorial optimization with some variables and constraints, we propose a novel scheme, which is based on a nonlinear optimization approach named as simulated annealing (SA), to search the optimal combination of phase factors with low complexity. To validate the analytical results, extensive simulations have been conducted, showing that the proposed schemes can achieve significant reduction in computational complexity while keeping good PAPR reduction.
Keywords :
OFDM modulation; computational complexity; simulated annealing; OFDM signals; PAPR reduction; combinatorial optimization; computational complexity; nonlinear optimization approach; orthogonal frequency division multiplexing system; partial transmit sequences; peak-to-average power ratio; phase factors; simulated annealing; Computational complexity; Computational modeling; Constraint optimization; Digital video broadcasting; Frequency division multiplexing; OFDM; Partial transmit sequences; Peak to average power ratio; Simulated annealing; Wireless LAN; Orthogonal frequency division multiplexing (OFDM); partial transmit sequences (PTS); peak-to-average power ratio (PAPR); simulated annealing (SA);
Journal_Title :
Broadcasting, IEEE Transactions on
DOI :
10.1109/TBC.2007.899345