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
来源
2023 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT, EUCNC/6G SUMMIT | 2023年
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] BPFAaC: A radar intelligent perception algorithm in 6G integrated sensing and communications scenarios
    Chen, Buhua
    Liu, Hanjiang
    Zhang, Xuefeng
    Shen, Buyang
    Li, Chen
    Xu, Honglei
    Li, Kunlun
    Fan, Yongbing
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
  • [22] Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges
    De Lima, Carlos
    Belot, Didier
    Berkvens, Rafael
    Bourdoux, Andre
    Dardari, Davide
    Guillaud, Maxime
    Isomursu, Minna
    Lohan, Elena-Simona
    Miao, Yang
    Barreto, Andre Noll
    Aziz, Muhammad Reza Kahar
    Saloranta, Jani
    Sanguanpuak, Tachporn
    Sarieddeen, Hadi
    Seco-Granados, Gonzalo
    Suutala, Jaakko
    Svensson, Tommy
    Valkama, Mikko
    Van Liempd, Barend
    Wymeersch, Henk
    IEEE ACCESS, 2021, 9 : 26902 - 26925
  • [23] Downlink Sensing in 5G-Advanced and 6G: SIB1-assisted SSB Approach
    Golzadeh, Moeinreza
    Tiirola, Esa
    Anttila, Lauri
    Talvitie, Jukka
    Hooli, Kari
    Tervo, Oskari
    Peruga, Ismael
    Hakola, Sami
    Valkama, Mikko
    2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING, 2023,
  • [24] Blockchain-based Multifactor Authentication for Future 6G Cellular Networks: A Systematic Review
    Asim, Jamil
    Khan, Adnan Shahid
    Saqib, Rashad Mahmood
    Abdullah, Johari
    Ahmad, Zeeshan
    Honey, Shehla
    Afzal, Shehroz
    Alqahtani, Malak S.
    Abbas, Mohamed
    APPLIED SCIENCES-BASEL, 2022, 12 (07):
  • [25] Anomaly Detection in 6G Networks Using Machine Learning Methods
    Saeed, Mamoon M.
    Saeed, Rashid A.
    Abdelhaq, Maha
    Alsaqour, Raed
    Hasan, Mohammad Kamrul
    Mokhtar, Rania A.
    ELECTRONICS, 2023, 12 (15)
  • [26] Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond
    Liu, Fan
    Cui, Yuanhao
    Masouros, Christos
    Xu, Jie
    Han, Tony Xiao
    Eldar, Yonina C.
    Buzzi, Stefano
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 40 (06) : 1728 - 1767
  • [27] Pedestrian Sensing and Positioning System Using 2D-LiDAR Based on Artificial Neural Networks Toward 6G
    Neto, Egidio Raimundo
    Silva, Matheus Ferreira
    Sodre Jr, Arismar Cerqueira
    IEEE ACCESS, 2024, 12 : 152289 - 152309
  • [28] Integrated Sensing and Communication in 6G: Motivations, Use Cases, Requirements, Challenges and Future Directions
    Tan, Danny Kai Pin
    He, Jia
    Li, Yanchun
    Bayesteh, Alireza
    Chen, Yan
    Zhu, Peiying
    Tong, Wen
    2021 1ST IEEE INTERNATIONAL ONLINE SYMPOSIUM ON JOINT COMMUNICATIONS & SENSING (JC&S), 2021,
  • [29] A Downlink Pilot Based Signal Processing Method for Integrated Sensing and Communication Towards 6G
    Ma, Liang
    Pan, Chengkang
    Wang, Qixing
    Lou, Mengting
    Wang, Yajuan
    Jiang, Tao
    2022 IEEE 95TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-SPRING), 2022,
  • [30] Self-Sensing Digital Predistortion of RF Power Amplifiers for 6G Intelligent Radio
    Yu, Yucheng
    Cai, Jialin
    Zhu, Xiao-Wei
    Chen, Peng
    Yu, Chao
    IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS, 2022, 32 (05) : 475 - 478