Efficient Framework for UAV-based Distributed Sensing

被引:0
|
作者
Cabezas, Xavier A. Flores [1 ]
Osorio, Diana P. Moya [1 ]
Juntti, Markku [1 ]
机构
[1] Univ Oulu, Ctr Wireless Commun, Oulu, Finland
关键词
distributed sensing; integrated sensing and communications; unmanned aerial vehicle network; RADAR NETWORKS; COMMUNICATION; PERFORMANCE; DESIGN;
D O I
10.1109/WCNC57260.2024.10570948
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an unmanned aerial vehicle (UAV)-based distributed sensing framework that uses orthogonal frequency-division multiplexing (OFDM) waveforms to detect the position of a ground target. The area of interest, where the target is located, is sectioned into a grid of cells, where the radar cross-section (RCS) of every cell is jointly estimated by the UAVs, and a central node acts as a fusion center by receiving all the estimations and performing information-level fusion. A periodogram is employed for local estimation at each UAV, and a digital receive beamformer is assumed. The fused RCS estimates of the grid are used to estimate the cell containing the target. To evaluate the accuracy of the proposed framework, Monte Carlo simulations are carried out to obtain the detection probability, and our results show that the proposed framework attains a notable improved accuracy over a single mono-static UAV benchmark, due to the fusion from multiple sensing UAVs.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] A Framework for Information Freshness Analysis in UAV-based Sensing and Communications
    Hazarika, Ananya
    Rahmati, Mehdi
    2022 WIRELESS TELECOMMUNICATIONS SYMPOSIUM (WTS), 2022,
  • [2] UAV-BASED REMOTE SENSING OF LANDSLIDES
    Niethammer, U.
    Rothmund, S.
    James, M. R.
    Travelletti, J.
    Joswig, M.
    PROCEEDINGS OF THE ISPRS COMMISSION V MID-TERM SYMPOSIUM CLOSE RANGE IMAGE MEASUREMENT TECHNIQUES, 2010, 38 : 496 - 501
  • [3] UAV-based Smart Agriculture: a Review of UAV Sensing and Applications
    Moradi, Salaheddin
    Bokani, Ayub
    Hassan, Jahan
    2022 32ND INTERNATIONAL TELECOMMUNICATION NETWORKS AND APPLICATIONS CONFERENCE (ITNAC), 2022, : 181 - 184
  • [4] REMOTE SENSING TO UAV-BASED DIGITAL FARMLAND
    Falco, Nicola
    Wainwright, Haruko
    Ulrich, Craig
    Dafflon, Baptiste
    Hubbard, Susan S.
    Williamson, Malcolm
    Cothren, Jackson D.
    Ham, Richard G.
    McEntire, Jay A.
    McEntire, McClain
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 5936 - 5939
  • [5] THERMAL REMOTE SENSING WITH UAV-BASED WORKFLOWS
    Boesch, Ruedi
    INTERNATIONAL CONFERENCE ON UNMANNED AERIAL VEHICLES IN GEOMATICS (VOLUME XLII-2/W6), 2017, 42-2 (W6): : 41 - 46
  • [6] A UAV-based framework for crop lodging assessment
    Li, Xiaohan
    Li, Xuezhang
    Liu, Wen
    Wei, Benhui
    Xu, Xianli
    EUROPEAN JOURNAL OF AGRONOMY, 2021, 123
  • [7] Towards Trusted and Efficient UAV-Based Communication
    Mohammed, Farhan
    Jawhar, Imad
    Mohamed, Nader
    Idries, Ahmed
    2016 IEEE 2ND INTERNATIONAL CONFERENCE ON BIG DATA SECURITY ON CLOUD (BIGDATASECURITY), IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE AND SMART COMPUTING (HPSC), AND IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA AND SECURITY (IDS), 2016, : 388 - 393
  • [8] A Multi-Armed Bandit Framework for Efficient UAV-Based Cooperative Jamming Coverage
    Cabezas, X. A. F.
    Osorio, D. P. M.
    Juntti, M.
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (12) : 16893 - 16898
  • [9] Spectrum Sensing Optimization in an UAV-Based Cognitive Radio
    Liu, Xin
    Guan, Mingxiang
    Zhang, Xueyan
    Ding, Hua
    IEEE ACCESS, 2018, 6 : 44002 - 44009
  • [10] Future UAV-Based ITS: A Comprehensive Scheduling Framework
    Ghazzai, Hakim
    Menouar, Hamid
    Kadri, Abdullah
    Massoud, Yehia
    IEEE ACCESS, 2019, 7 : 75678 - 75695