论文标题

IRS辅助的非正交ISAC系统:性能分析和波束形成设计

IRS-Aided Non-Orthogonal ISAC Systems: Performance Analysis and Beamforming Design

论文作者

Yu, Zhouyuan, Hu, Xiaoling, Liu, Chenxi, Peng, Mugen, Zhong, Caijun

论文摘要

智能反射表面(IRS)在促进正交时间划分的综合感应和通信(TD-ISAC)方面表现出了有效性,其中感应任务和沟通任务占据了正交时频资源,而IRS在非正交ISAC(no-ISAC)的更有趣的情况下,IRS在更有趣的情况下的作用是差不多的。在本文中,我们考虑了一个IRS AID的NO-ISAC系统,该系统部署了分布式IRS来协助盲区用户的并发沟通和位置感测,占据了非透明/重叠的时频资源。我们首先提出一个修改的Cramer-Rao下限(CRLB),以统一的方式表征通信和位置感测的性能。我们进一步得出了我们所考虑的NO-ISAC系统中修改后的CRLB的封闭形式表达式,从而使我们能够确定通信和位置传感性能之间的基本权衡。此外,通过利用修改后的CRLB,我们提出了一种联合主动和被动的波束设计算法,该算法实现了良好的通信和位置感知权衡。通过数值结果,我们证明了IRS AID的NO-ISAC系统优于IRS辅助的TD-ISAC系统,就通信和本地化性能而言。此外,还表明,具有随机通信信号的IRS AID的NO-ISAC系统可以实现具有专用定位参考信号的IRS辅助定位系统的可比定位性能。此外,我们研究了通信性能和本地化绩效之间的权衡,并展示了通过增加IRS元素的数量,如何通过增加NO-ISAC系统的性能显着提高。

Intelligent reflecting surface (IRS) has shown its effectiveness in facilitating orthogonal time-division integrated sensing and communications (TD-ISAC), in which the sensing task and the communication task occupy orthogonal time-frequency resources, while the role of IRS in the more interesting scenarios of non-orthogonal ISAC (NO-ISAC) systems has so far remained unclear. In this paper, we consider an IRS-aided NO-ISAC system, where a distributed IRS is deployed to assist concurrent communication and location sensing for a blind-zone user, occupying non-orthogonal/overlapped time-frequency resources. We first propose a modified Cramer-Rao lower bound (CRLB) to characterize the performances of both communication and location sensing in a unified manner. We further derive the closed-form expressions of the modified CRLB in our considered NO-ISAC system, enabling us to identify the fundamental trade-off between the communication and location sensing performances. In addition, by exploiting the modified CRLB, we propose a joint active and passive beamforming design algorithm that achieves a good communication and location sensing trade-off. Through numerical results, we demonstrate the superiority of the IRS-aided NO-ISAC systems over the IRS-aided TD-ISAC systems, in terms of both communication and localization performances. Besides, it is shown that the IRS-aided NO-ISAC system with random communication signals can achieve comparable localization performance to the IRS-aided localization system with dedicated positioning reference signals. Moreover, we investigate the trade-off between communication performance and localization performance and show how the performance of the NO-ISAC system can be significantly boosted by increasing the number of the IRS elements.

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