DSP implementation of SISO and MIMO OFDM acoustic modems

Hai Yan, Shengli Zhou, Z. Shi, Jun-hong Cui, L. Wan, Jie Huang, Hao Zhou
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引用次数: 44

Abstract

Significant progress has been made recently on the use of multicarrier modulation in the form of orthogonal frequency division multiplexing (OFDM) for high data rate underwater acoustic communications. In this paper, we present implementation results of OFDM acoustic modems under both single-input single-output and multi-input multi-output (two transmitters and two receivers) settings. The data rates are 3.2 kb/s and 6.4 kb/s for SISO and MIMO systems, respectively, with QPSK modulation, rate-1/2 channel coding, and signal bandwidth of 6 kHz. Real-time operation has been achieved with impressive margins, using a floating point TMS320C6713 DSP development board. Specifically, with convolutional coding, the processing time for each OFDM block of duration 210 ms is about 38 ms and 77 ms for SISO and MIMO settings, respectively, with the DSP running at 225 MHz. With nonbinary low-density parity-check (LDPC) coding, which gains about 2 dB in error performance relative to convolutional coding, the processing time per block increases to 50 ms and 101 ms for SISO and MIMO settings, respectively. We have also implemented the OFDM acoustic modems using a fixed-point TMS320C6416 DSP development board, where the DSP core runs at 1 GHz. The per-block processing time reduces by two thirds with negligible performance degradation.
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DSP实现SISO和MIMO OFDM声学调制解调器
近年来,以正交频分复用(OFDM)形式的多载波调制在高数据速率水声通信中的应用取得了重大进展。本文介绍了单输入单输出和多输入多输出(两个发射器和两个接收器)设置下OFDM声学调制解调器的实现结果。SISO和MIMO系统的数据速率分别为3.2 kb/s和6.4 kb/s,采用QPSK调制,速率为1/2信道编码,信号带宽为6 kHz。使用浮点TMS320C6713 DSP开发板,实现了令人印象深刻的实时操作。具体来说,对于卷积编码,在SISO和MIMO设置下,每个持续时间为210 ms的OFDM块的处理时间分别约为38 ms和77 ms, DSP运行在225 MHz。对于非二进制低密度奇偶校验(LDPC)编码,相对于卷积编码,其误差性能提高了约2 dB,对于SISO和MIMO设置,每个块的处理时间分别增加到50 ms和101 ms。我们还使用定点TMS320C6416 DSP开发板实现了OFDM声学调制解调器,其中DSP核心运行在1 GHz。每个块的处理时间减少了三分之二,性能下降可以忽略不计。
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