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Mutual Information Metrics for Uplink MIMO-OFDM Integrated Sensing and Communication System

Authors :
Piao, Jinghui
Wei, Zhiqing
Yuan, Xin
Yang, Xiaoyu
Wu, Huici
Feng, Zhiyong
Publication Year :
2023

Abstract

As the uplink sensing has the advantage of easy implementation, it attracts great attention in integrated sensing and communication (ISAC) system. This paper presents an uplink ISAC system based on multi-input multi-output orthogonal frequency division multiplexing (MIMO-OFDM) technology. The mutual information (MI) is introduced as a unified metric to evaluate the performance of communication and sensing. In this paper, firstly, the upper and lower bounds of communication and sensing MI are derived in details based on the interaction between communication and sensing. And the ISAC waveform is optimized by maximizing the weighted sum of sensing and communication MI. The Monte Carlo simulation results show that, compared with other waveform optimization schemes, the proposed ISAC scheme has the best overall performance.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2310.06382
Document Type :
Working Paper