基于矢量近似消息传递的时间域轮均衡,用于多输入多输出水下声通信.
Wei-Zhe Li1,2, Xiao Han1,3, Guang-Jun Zhu1,2
1National Key Laboratory of Underwater Acoustic Technology, Harbin Engineering University, Harbin 150001, China.
The Journal of the Acoustical Society of America
|February 4, 2024
概括
这项研究引入了一种新型的接收器,用于使用矢量近似传递信息 (VAMP) 轮均等的水下声通信. VAMP-turbo接收器提高了性能,并减少了多输入多输出 (MIMO) 系统的复杂性.
科学领域:
- 水下声学通信水下声学通信
- 信号处理 信号处理
- 信息理论 信息理论
背景情况:
- 水下声学通信系统面临信号扭曲和干扰的挑战.
- 多输入多输出 (MIMO) 系统提供了提高数据速率的潜力,但增加了复杂性.
- 现有的接收器很难平衡性能和计算负载.
研究的目的:
- 为水下声学MIMO系统提供高性能,低复杂度的接收器.
- 为了利用时间逆转处理和先进的均等化技术.
- 与现有方法相比,改进比特错误率和融合性能.
主要方法:
- 使用矢量近似信息传递 (VAMP) 作为一个软等分器在轮等分框架内.
- 实现基于道估计的代软连续干扰取消.
- 采用被动时间逆转技术来简化道处理.
主要成果:
- 拟议的VAMP-turbo接收器通过自我代实现了近乎最佳的性能.
- 显著降低计算复杂度,特别是在大型MIMO系统中.
- 在实验测试中证明了与传统并行VAMP和GAMP-turbo接收器相比的优越性能.
结论:
- VAMP-turbo接收器为高性能水下声学MIMO通信提供了一个实用的解决方案.
- 被动时间逆转有效地减少了系统的复杂性,而不会降低性能.
- 在比特错误率和趋同方面,VAMP-turbo方法超过了GAMP-turbo.
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