Multistatic Sensing of Passive Targets Using 6G Cellular Infrastructure

被引:0
|
作者
Yajnanarayana, Vijaya [1 ]
Wymeersch, Henk [2 ]
机构
[1] Ericsson Res, Bangalore, Karnataka, India
[2] Chalmers Univ Technol, Gothenburg, Sweden
基金
欧盟地平线“2020”;
关键词
Sensing; Joint Sensing and Communication; Target Detection; Localization; Machine Learning (ML); Artificial Intelligence (AI); COMMUNICATION; MODEL;
D O I
10.1109/EUCNC/6GSUMMIT58263.2023.10188243
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sensing using cellular infrastructure may be one of the defining feature of sixth generation (6G) wireless systems. 6G communication channels operating at higher frequency bands (upper mmWave bands) are better modeled using clustered geometric channel models. In this paper, we propose methods for detection of passive targets and estimating their position using communication deployment without any assistance from the target. A novel AI architecture called CsiSenseNet is developed for this purpose. We analyze resolution, coverage and position uncertainty for practical indoor deployments. Using the proposed method, we show that human sized target can be sensed with high accuracy and sub-meter positioning errors in a practical indoor deployment scenario.
引用
收藏
页码:132 / 137
页数:6
相关论文
共 50 条
  • [21] A Comprehensive Study on Cellular Evolution from 1G to 6G
    Mustari, Nazifa
    Karabulut, Muhammet Ali
    Shah, A. F. M. Shahen
    Tureli, M. S. Ufuk
    JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, 2023,
  • [22] Toward 6G Carbon-Neutral Cellular Networks
    Zhong Y.
    Ge X.
    IEEE Network, 2024, 38 (05): : 1 - 1
  • [23] Full Network Sensing: Architecting 6G Beyond Communications
    Fiore, Marco
    IEEE NETWORK, 2023, 37 (03): : 232 - 239
  • [24] Fluorescence of Rhodamine 6G on Hydrotalcite -Possibility of Alcohol Sensing
    Takahashi, Keiichi
    Tajima, Masahiro
    Matsunaga, Katsuji
    Miura, Hideaki
    CHEMISTRY LETTERS, 2009, 38 (02) : 158 - 159
  • [25] Integrated Communication, Sensing, and Computation Framework for 6G Networks
    Chen, Xu
    Feng, Zhiyong
    Zhang, J. Andrew
    Yang, Zhaohui
    Yuan, Xin
    He, Xinxin
    Zhang, Ping
    SENSORS, 2024, 24 (10)
  • [26] Principles and techniques in communication and sensing integrated 6G systems
    Peng M.-G.
    Liu X.-Q.
    Liu Z.-L.
    Sun Z.-Z.
    Kongzhi yu Juece/Control and Decision, 2023, 38 (01): : 22 - 38
  • [27] Role of Sensing and Computer Vision in 6G Wireless Communications
    Kim, Seungnyun
    Moon, Jihoon
    Kim, Jinhong
    Ahn, Yongjun
    Kim, Donghoon
    Kim, Sunwoo
    Shim, Kyuhong
    Shim, Byonghyo
    IEEE WIRELESS COMMUNICATIONS, 2024,
  • [28] Metasurfaces Empowering 6G Communication and Sensing: Opportunities and Challenges
    Chen, Wenxiong
    Chen, Lili
    Zhao, Yizhe
    Ren, Ju
    Shen, Xuemin
    IEEE WIRELESS COMMUNICATIONS, 2024,
  • [29] Networked Integrated Sensing and Communications for 6G Wireless Systems
    Li, Jiapeng
    Shao, Xiaodan
    Chen, Feng
    Wan, Shaohua
    Liu, Chang
    Wei, Zhiqiang
    Ng, Derrick Wing Kwan
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (17): : 29062 - 29075
  • [30] Terahertz Communications and Sensing for 6G and Beyond: A Comprehensive Review
    Jiang W.
    Zhou Q.
    He J.
    Habibi M.A.
    Melnyk S.
    El-Absi M.
    Han B.
    Renzo M.D.
    Schotten H.D.
    Luo F.
    El-Bawab T.S.
    Juntti M.
    Debbah M.
    Leung V.C.M.
    IEEE Communications Surveys and Tutorials, 2024, 26 (04): : 1 - 1