Litcius/Paper detail

Cramér-Rao Bound Minimization for Movable Antenna-Assisted Multiuser Integrated Sensing and Communications

Haoran Qin, Wen Chen, Qingqing Wu, Ziheng Zhang, Zhendong Li, Nan Cheng

2024IEEE Wireless Communications Letters41 citationsDOI

Abstract

This letter investigates a movable antenna (MA)-assisted multiuser integrated sensing and communication (ISAC) system, where the base station (BS) and communication users are all equipped with MA for improving both the sensing and communication performance. We employ the Cramér-Rao bound (CRB) as the performance metric of sensing, thus a joint beamforming design and MAs’ position optimizing problem is formulated to minimize the CRB. However the resulting optimization problem is NP-hard and the variables are highly coupled. To tackle this problem, we propose an alternating optimization (AO) framework by adopting semidefinite relaxation (SDR) and successive convex approximation (SCA) technique. Numerical results reveal that the proposed MA-assisted ISAC system achieves lower estimation CRB compared to the fixed-position antenna (FPA) counterpart.

Topics & Concepts

Computer scienceMinificationCramér–Rao boundAntenna (radio)Upper and lower boundsTelecommunicationsAlgorithmMathematicsEstimation theoryProgramming languageMathematical analysisWireless Communication Networks ResearchDistributed Sensor Networks and Detection AlgorithmsAdvanced MIMO Systems Optimization