Data Rate Performance of Mobile Multiuser MIMO Underwater Acoustic Communication Systems

IF 5.3 2区 工程技术 Q1 ENGINEERING, CIVIL IEEE Journal of Oceanic Engineering Pub Date : 2024-02-27 DOI:10.1109/JOE.2023.3331774
Antony Pottier;Pierre-Jean Bouvet;Beatrice Tomasi;Charles Vanwynsberghe
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Abstract

This article presents a study of the Multiuser Multiple-Input Multiple-Output (MU-MIMO) Method for the multiple access of multiuser mobile underwater acoustic communications. Orthogonal multiple access schemes, such as time-division multiple access (TDMA), frequency-division multiple access, or code-division multiple access, suffer from limited data rate due to an orthogonal sharing of communication resources. In an MU-MIMO system, each user is viewed by the receiver as an input of a conventional multiple-input multiple-output (MIMO) channel using spatial multiplexing. The receiver, having multiple hydrophones, can then exploit the spatial diversity to decode the input streams of each user through successive cancellation of interstream interference. However, unlike traditional MIMO decoding, in a mobile context, each user can have its own motion-induced Doppler scale factor that needs to be efficiently treated at the receive side. First, a communication system is presented in detail, where Doppler scale domain equalization is proposed to cope with multiple mobile users having each their own Doppler scale factor. Then, a data rate performance evaluation of MU-MIMO shows its advantages compared to typical orthogonal multiple access schemes. Performance evaluation is carried out for a two-user configuration in terms of the theoretical achievable data rates computed on channels sounded at-sea and by the evaluation of effective rates obtained through channel replay of the full modulation–demodulation stages on the same sounded channels. Achievable rates of MU-MIMO with successive interference cancellation are compared with single user and TDMA, set as upper and lower performance bounds, respectively. For the studied configuration, results show that a data rate gain of 64% over TDMA is expected in MU-MIMO. Finally comparisons with the effective rates are provided for both the static and mobile users. They reveal a gain of the same level as that expected in theory at signal-to-noise ratio (SNR) above 12 dB for static users. The price to pay is a robustness loss of MU-MIMO at low SNR. In the mobile scenario, results show an additional loss in robustness compared to the static MU-MIMO case, so that the equivalence with the theoretical performance is obtained at SNR above 15 dB.
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移动多用户 MIMO 水下声学通信系统的数据速率性能
研究了多用户移动水声通信的多用户多输入多输出(MU-MIMO)方法。正交多址方案,如时分多址(TDMA)、频分多址、码分多址等,由于通信资源的正交共享,导致数据速率有限。在MU-MIMO系统中,每个用户被接收器视为使用空间多路复用的传统多输入多输出(MIMO)信道的输入。接收器具有多个水听器,然后可以利用空间分集通过连续消除流间干扰来解码每个用户的输入流。然而,与传统的MIMO解码不同,在移动环境中,每个用户都有自己的运动诱导多普勒尺度因子,需要在接收端进行有效处理。首先,详细介绍了一个通信系统,其中提出了多普勒尺度域均衡,以应对多个移动用户各自具有多普勒尺度因子的情况。然后,对MU-MIMO的数据速率性能进行了评估,并与典型的正交多址方案进行了比较。根据在海上信道上计算的理论可实现数据速率和通过在相同信道上的全调制-解调阶段的信道重播获得的有效速率评估,对双用户配置进行了性能评估。将具有连续干扰消除的MU-MIMO的可实现速率与单用户和TDMA进行比较,分别设置为上下限性能界限。对于所研究的配置,结果表明,在MU-MIMO中,数据速率比TDMA增加64%。最后对静态用户和移动用户的有效性进行了比较。在静态用户的信噪比(SNR)高于12 dB时,它们显示出与理论上预期的增益水平相同。付出的代价是MU-MIMO在低信噪比下的鲁棒性损失。在移动场景中,结果显示与静态MU-MIMO情况相比,鲁棒性有额外的损失,因此在信噪比高于15 dB时获得与理论性能等效的性能。
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来源期刊
IEEE Journal of Oceanic Engineering
IEEE Journal of Oceanic Engineering 工程技术-工程:大洋
CiteScore
9.60
自引率
12.20%
发文量
86
审稿时长
12 months
期刊介绍: The IEEE Journal of Oceanic Engineering (ISSN 0364-9059) is the online-only quarterly publication of the IEEE Oceanic Engineering Society (IEEE OES). The scope of the Journal is the field of interest of the IEEE OES, which encompasses all aspects of science, engineering, and technology that address research, development, and operations pertaining to all bodies of water. This includes the creation of new capabilities and technologies from concept design through prototypes, testing, and operational systems to sense, explore, understand, develop, use, and responsibly manage natural resources.
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