Communication and Control Co-Design Using MIMO Wireless Network

Abdulrahman Al Ayidh, J. Nadas, R. Ghannam, Guodong Zhao, M. Imran
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引用次数: 4

Abstract

The fifth generation (5G) mobile communications technology promises to support new features and services, some of which will require Ultra-Reliable and Low Latency Communications (URLLC). To maximize the overall wireless networked control systems performance, it is necessary to have the integration of URLLC and control performance. Multiple-input-multiple-output (MIMO) wireless communication systems provide diversity technique which is used to transmit the same information through different paths to guarantee the reliability of the wireless network. Additionally, another method is used to increase the channel capacity by offering additional spatial dimensions, and a degree of freedom (DoF) gains in the high SNR regime. These techniques cannot be done together, but there exists a trade-off between them to achieve URLLC. In this work, we study the impact of using (MIMO) systems concerning obtaining URLLC using this trade-off. Then, we study the control performance of the wireless networked control systems (WNCSs) and the average energy consumption of producing URLLC using MIMO systems from the perspective of communication and control co-design. As a result, the proposed method can significantly minimize the average energy consumption compared with single-input-single-output (SISO) system. Additionally, the control cost performance versus SNR of our proposed method is illustrated in the simulation results section.
基于MIMO无线网络的通信控制协同设计
第五代(5G)移动通信技术有望支持新功能和服务,其中一些将需要超可靠和低延迟通信(URLLC)。为了最大限度地提高无线网络控制系统的整体性能,有必要将URLLC与控制性能相结合。多输入多输出(MIMO)无线通信系统提供了分集技术,通过不同的路径传输相同的信息,保证了无线网络的可靠性。此外,另一种方法是通过提供额外的空间维度来增加信道容量,并在高信噪比条件下增加自由度(DoF)增益。这些技术不能一起完成,但是为了实现URLLC,它们之间存在权衡。在这项工作中,我们研究了使用(MIMO)系统对使用这种权衡获得URLLC的影响。然后,从通信和控制协同设计的角度研究了无线网络控制系统(wncs)的控制性能和使用MIMO系统生产URLLC的平均能耗。结果表明,与单输入-单输出(SISO)系统相比,该方法可以显著降低平均能耗。此外,我们提出的方法的控制成本性能与信噪比在仿真结果部分中进行了说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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