Integrating Passive Bistatic Sensing into mmWave B5G/6G Networks: Design and Experiment Measurement.

Songqian Li, Chenhao Luo,Aimin Tang,Xudong Wang , Chaojun Xu,Fei Gao, Liyu Cai

ICC(2023)

引用 0|浏览0
暂无评分
摘要
Recently, integrated sensing and communications (ISAC) design has attracted great attention for B5G/6G networks. Existing ISAC studies are mainly focused on monostatic sensing with a full-duplex radio. However, full-duplex radio requires complicated self-interference cancellations and many current devices are half-duplex radios. Therefore, it is still interesting to investigate passive bistatic sensing with half-duplex radios. In this paper, integrating passive bistatic sensing into mmWave B5G/6G networks is investigated. The public reference signals are leveraged to extract the frequency-domain channel state information (CSI) for passive sensing. To address the problems of sampling-timing-offset and random phase error, a line-of-sight (LoS) path aided calibration mechanism is first developed. To achieve accurate localization for multiple targets, a novel super-resolution channel impulse response (CIR) based mechanism is then developed. The super-resolution CIR is achieved from CSI through a joint design of spatial-smoothing multiple signal classification (MUSIC) algorithm and template-based tap estimation. With the super-resolution CIR, multiple targets can be first distinguished in CIR taps and then localized by further estimating their angle of arrivals (AoAs). The proposed design is implemented and validated on a prototype system at 28 GHz with 500 MHz bandwidth in indoor environments. Experimental results show that our design can achieve accurate single-target and multi-target localization and tracking. The localization error is 26 cm at 80 th percentile for single-person and 29 cm on average for multi-person setups. The average error to the planned path after the moving-averaged filter is 11 cm and 19 cm for single-person and two-person tracking, respectively.
更多
查看译文
关键词
angle of arrivals,bandwidth 500.0 MHz,channel impulse response,frequency 28.0 GHz,frequency-domain channel state information,full-duplex radio,half-duplex radios,indoor environments,integrated sensing and communications,ISAC design,line-of-sight path aided calibration mechanism,mmWave B5G-6G networks,monostatic sensing,moving-averaged filter,multiple signal classification,multiple targets,multitarget localization,multitarget tracking,passive bistatic sensing,passive sensing,random phase error,sampling-timing-offset,single-person tracking,spatial-smoothing,super-resolution CIR,template-based tap estimation,two-person tracking
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要