We consider a joint sensing and communication (JSC) network where a set of base stations (BSs) cooperates through a fusion center (FC). The network is capable of tracking a set of heterogeneous objects and simultaneously communicating with a set of users. In particular, each BS acts as a monostatic radar that can scan the surrounding area, producing range-angle maps that are exploited to infer the targets positions. Such maps are fused at the FC, and then tracking algorithms, i.e., particle filter (PF) and multi-hypothesis tracker (MHT), are applied to estimate the targets states. Numerical results based on 5G new radio (NR) signals show that BSs are capable of serving user equipments (UEs) with a communication capacity of 850 Mbit/s while their cooperation for the radar task allows to localize point-like and extended targets with a root mean squared error (RMSE) less than 15 cm and 80 cm, respectively.
Favarelli, E., Matricardi, E., Pucci, L., Paolini, E., Xu, W., Giorgetti, A. (2023). Map Fusion and Heterogeneous Objects Tracking in Joint Sensing and Communication Networks [10.23919/EuRAD58043.2023.10289614].
Map Fusion and Heterogeneous Objects Tracking in Joint Sensing and Communication Networks
Favarelli, Elia;Matricardi, Elisabetta;Pucci, Lorenzo;Paolini, Enrico;Giorgetti, Andrea
2023
Abstract
We consider a joint sensing and communication (JSC) network where a set of base stations (BSs) cooperates through a fusion center (FC). The network is capable of tracking a set of heterogeneous objects and simultaneously communicating with a set of users. In particular, each BS acts as a monostatic radar that can scan the surrounding area, producing range-angle maps that are exploited to infer the targets positions. Such maps are fused at the FC, and then tracking algorithms, i.e., particle filter (PF) and multi-hypothesis tracker (MHT), are applied to estimate the targets states. Numerical results based on 5G new radio (NR) signals show that BSs are capable of serving user equipments (UEs) with a communication capacity of 850 Mbit/s while their cooperation for the radar task allows to localize point-like and extended targets with a root mean squared error (RMSE) less than 15 cm and 80 cm, respectively.File | Dimensione | Formato | |
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