Performance Analysis of Uplink Joint Communication and Sensing System

被引:5
作者
Li, Yiheng [1 ]
Wei, Zhiqing
Feng, Zhiyong
Chen, Xu
Yang, Heng
Ma, Liang
Pan, Chengkang
机构
[1] Beijing Univ Posts & Telecommun, Key Lab Universal Wireless Commun, Beijing, Peoples R China
来源
2022 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA, ICCC | 2022年
关键词
Uplink sensing; joint communication and sensing; OFDM; delay; Doppler shift; Cramer-Rao lower bound; RADAR; DELAY;
D O I
10.1109/ICCC55456.2022.9880826
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As various emerging services put forward higher demands for the spectrum utilization efficiency in sixth generation (6G) network, the joint communication and sensing (JCS) has become one of the leading trends of technologies towards 6G. In this paper, we propose an efficient method of evaluating the performance of target detection for the uplink JCS system. Specifically, for physically separated transceivers, the noise and communication decoding error cannot be ignored in the LOS (line of sight) path. This study considers the influence of these factors on detection accuracy. We simultaneously estimate the delay and Doppler shift to obtain the range and velocity information of the target by analyzing the frequency domain correlation between the echo signal and the recovered transmitted signal. Moreover, the Cramer-Rao lower bound (CRLB) for the uplink system has been formulated. Based on numerical simulations, we derived the uplink CRLBs on the estimation accuracy of the target range and velocity. Besides, the impact of noise and decoding error on target detection in different communication quadrature amplitude modulation (QAM) orders is demonstrated.
引用
收藏
页码:588 / 593
页数:6
相关论文
共 13 条
[1]  
Bica M, 2017, IEEE RAD CONF, P1557, DOI 10.1109/RADAR.2017.7944455
[2]   Code-Division OFDM Joint Communication and Sensing System for 6G Machine-Type Communication [J].
Chen, Xu ;
Feng, Zhiyong ;
Wei, Zhiqing ;
Zhang, Ping ;
Yuan, Xin .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (15) :12093-12105
[3]   Communications and Radar Coexistence in the Massive MIMO Regime: Uplink Analysis [J].
D'Andrea, Carmen ;
Buzzi, Stefano ;
Lops, Marco .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (01) :19-33
[4]  
Feng ZY, 2020, CHINA COMMUN, V17, P1, DOI 10.23919/JCC.2020.01.001
[5]   Multi-Target Position and Velocity Estimation Using OFDM Communication Signals [J].
Li, Yinchuan ;
Wang, Xiaodong ;
Ding, Zegang .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (02) :1160-1174
[6]   On the performance of the cross-correlation detector for passive radar applications [J].
Liu, Jun ;
Li, Hongbin ;
Himed, Braham .
SIGNAL PROCESSING, 2015, 113 :32-37
[7]   Uplink Sensing in Perceptive Mobile Networks With Asynchronous Transceivers [J].
Ni, Zhitong ;
Zhang, J. Andrew ;
Huang, Xiaojing ;
Yang, Kai ;
Yuan, Jinhong .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 :1287-1300
[8]  
Quan Y, 2020, I C COMM SOFTW NET, P186, DOI [10.1109/ICCSN49894.2020.9139060, 10.1109/iccsn49894.2020.9139060]
[9]   Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing [J].
Sturm, Christian ;
Wiesbeck, Werner .
PROCEEDINGS OF THE IEEE, 2011, 99 (07) :1236-1259
[10]  
Wang Z., 2021, arXiv