Energy-Efficient Integrated Sensing and Communication in Collaborative Millimeter Wave Networks

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2024-12-27 DOI:10.1109/TWC.2024.3520302
Yue Cui;Haichuan Ding;Ying Ma;Xuanheng Li;Haixia Zhang;Yuguang Fang
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Abstract

Integrated sensing and communication (ISAC), which integrates sensing capabilities into wireless communication networks, is emerging as a key technology for future millimeter wave (mmWave) communication networks. Given the limited ISAC capability and energy budget of a single base station (BS), this paper studies how to enable energy-efficient sensing and communication via multi-BS collaborative sensing, where each sensing task is served by its most energy-efficient BS as much as possible, with the help of other BSs. Since unregulated multi-BS collaboration may lead to energy wastage and further aggravates the energy consumption in mmWave networks, an energy-efficient collaborative ISAC scheme is proposed, where multi-BS collaborative sensing and dual-functional radar and communication (DFRC) beams are judiciously utilized to reduce the network’s energy consumption. We formulate the design of the energy-efficient collaborative ISAC scheme as a mixed integer nonlinear programming problem by jointly considering task allocation, beam scheduling, and transmit power control. Then, an energy-efficient cooperative beam scheduling (EE-CBS) algorithm is developed for efficient solution finding. Through extensive simulations, the proposed scheme is shown to significantly reduce the network’s energy consumption when compared to the scheme without multi-BS cooperation or the utilization of DFRC waveforms.
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协同毫米波网络中节能集成传感与通信
集成传感与通信(ISAC)技术将传感能力集成到无线通信网络中,正在成为未来毫米波(mmWave)通信网络的关键技术。考虑到单个基站的ISAC能力和能量预算有限,本文研究了如何通过多基站协同感知实现节能感知和通信,在其他基站的帮助下,每个感知任务尽可能由最节能的基站来完成。针对毫米波网络中不受管制的多bs协同可能导致能量浪费并进一步加剧能量消耗的问题,提出了一种节能的协同ISAC方案,该方案明智地利用多bs协同传感和双功能雷达与通信(DFRC)波束来降低网络的能量消耗。我们将节能协同ISAC方案的设计表述为一个综合考虑任务分配、波束调度和发射功率控制的混合整数非线性规划问题。在此基础上,提出了一种高效的协同波束调度算法(EE-CBS)。通过大量的仿真表明,与没有多bs合作或使用DFRC波形的方案相比,该方案显著降低了网络的能耗。
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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