Multistatic Sensing of Passive Targets Using 6G Cellular Infrastructure

被引:0
|
作者
Yajnanarayana, Vijaya [1 ]
Wymeersch, Henk [2 ]
机构
[1] Ericsson Res, Bangalore, Karnataka, India
[2] Chalmers Univ Technol, Gothenburg, Sweden
基金
欧盟地平线“2020”;
关键词
Sensing; Joint Sensing and Communication; Target Detection; Localization; Machine Learning (ML); Artificial Intelligence (AI); COMMUNICATION; MODEL;
D O I
10.1109/EUCNC/6GSUMMIT58263.2023.10188243
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sensing using cellular infrastructure may be one of the defining feature of sixth generation (6G) wireless systems. 6G communication channels operating at higher frequency bands (upper mmWave bands) are better modeled using clustered geometric channel models. In this paper, we propose methods for detection of passive targets and estimating their position using communication deployment without any assistance from the target. A novel AI architecture called CsiSenseNet is developed for this purpose. We analyze resolution, coverage and position uncertainty for practical indoor deployments. Using the proposed method, we show that human sized target can be sensed with high accuracy and sub-meter positioning errors in a practical indoor deployment scenario.
引用
收藏
页码:132 / 137
页数:6
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