Adaptive Turbo Equalization for Probabilistic Constellation Shaped Underwater Acoustic Communications

• 作者: Xisheng Wu Yanbo Wu Min Zhu Dong Li
• 来源期刊: 北京理工大学学报（英文版）
• 年，卷（期）: 2021,（3）
• 页码范围: 280-289
• 页数: 10页
• 语种: 英文
• DOI: 10.15918/j.jbit1004-0579.2021.030

摘要

To increase the spectral efficiency of the underwater acoustic (UWA) communication system, the high order quadrature amplitude modulations (QAM) are deployed. Recently, the prob-abilistic constellation shaping (PCS) has been a novel technology to improve the spectral efficiency. The PCS with high-order QAM is introduced into the UWA communication system. A turbo equal-ization scheme with PCS was proposed to cancel the severe inter-symbol interference (ISI). The non-zero a priori information is available for the equalizer and decoder before turbo iteration. A pri-ori hard decision approach is proposed to improve the detection performance and the equalizer con-vergence speed. At the initial turbo iteration, the relation between the a priori information and the probability of the amplitude of 16QAM symbols in one dimension is given. The simulation results verified the efficiency of the proposed method, and compared to the uniform distribution (UD), the PCS-16QAM had a significant improvement of the bit error rate (BER) performance with PCS-ad-aptive turbo equalization (PCS-ATEQ). The UWA communication experiments further verified the performance superiority of the proposed method.