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Oct, 2023
多基站协作感知与人工智能辅助追踪
Multi-Base Station Cooperative Sensing with AI-Aided Tracking
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Elia Favarelli, Elisabetta Matricardi, Lorenzo Pucci, Enrico Paolini, Wen Xu...
TL;DR
通过联合感知和通信网络,多个基站通过融合中心合作,实现了对感知环境的信息交换,同时与一组用户设备建立通信连接。利用卷积神经网络对目标进行分类,采用自适应聚类算法更有效地分组检测到的目标,并应用多目标跟踪算法估计目标状态,该框架在保持通信服务10%至20%的通信容量降低的条件下,提供了显著的感知性能。
Abstract
In this work, we investigate the performance of a joint sensing and communication (JSC) network consisting of multiple
base stations
(BSs) that cooperate through a
fusion center
(FC) to exchange information about
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