Open AccessCompressive sensing compensation algorithm about nonlinear distortion of clipping for underwater acoustic OFDM systems
Author(s) -
Tieliang Guo,
Zhijun Li,
Zhang Wen-xiang
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1607/1/012038
Subject(s) - nonlinear distortion , orthogonal frequency division multiplexing , clipping (morphology) , robustness (evolution) , distortion (music) , computer science , multipath propagation , nonlinear system , electronic engineering , underwater acoustic communication , matching pursuit , compensation (psychology) , modulation (music) , algorithm , underwater , compressed sensing , telecommunications , channel (broadcasting) , acoustics , engineering , bandwidth (computing) , physics , philosophy , psychoanalysis , amplifier , linguistics , chemistry , oceanography , psychology , biochemistry , quantum mechanics , gene , geology
Orthogonal frequency division multiplexing (OFDM) is one of the most attractive multicarrier modulation schemes over underwater acoustic (UWA) communication due to its robustness against multipath channels. However, the multicarrier modulation technique also leads to a higher peak to average power ratio (PAPR). The nonlinear distortion is produced when the traditional clipping method was used to restrain PAPR. In this paper, we proposed a compensation algorithm based on compressive sensing (CS) about the nonlinear distortion. Combined with orthogonal matching pursuit (OMP) algorithm, pilot and null subcarriers are used to compensate the nonlinear distortion in the receiver. Theoretical analysis and simulation results show that the new algorithm can effectively reduce computational complexity and restrain the nonlinear distortion for UWA communication systems.