Due to the generation and transmission of video data, the high energy consumption rates of wireless nodes result in short lifetime of a visual sensor network, which has been commonly deployed in 3D space. In many applications, lots of targets need to be covered, but the budgets of both deployment and maintenance are limited. Therefore, how to maximize total weighted target coverage while prolonging network lifetime is of great significance. This work investigates the maximum weighted target coverage deployment of a rechargeable visual sensor network charged by an unmanned aerial vehicle (UAV) in 3D space, which should ensure network permanence and satisfy the budgets of both deployment and maintenance. In this problem, since UAV has a limited energy capacity, it is allowed to return to the depot for energy replenishment more than once in each charging period of wireless nodes so as to increase target coverage. After formulating this problem as a mixed integer nonlinear program, this work proposes a greedy heuristic and a particle swarm optimizer to approximately solve this NP-hard problem. Extensive simulation results reveal that the latter can deliver a better solution despite consuming more time than the former.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Maximal Weighted Coverage Deployment of UAV-Enabled Rechargeable Visual Sensor Networks


    Beteiligte:
    Zhu, Xiaojian (Autor:in) / Zhou, Mengchu (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    2023-10-01


    Format / Umfang :

    1236219 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Near-Optimal Speed Control in UAV-Enabled Wireless Rechargeable Sensor Networks

    Niu, Quanlong / Jia, Riheng / Liu, Meng et al. | IEEE | 2023


    Impact of heterogeneous deployment on lifetime sensing coverage in sensor networks

    Jae-Joon Lee, / Krishnamachari, B. / Kuo, C.-C.J. | IEEE | 2004



    Analysis of Stochastic $k$-Coverage and Connectivity in Sensor Networks With Boundary Deployment

    Gupta, Hari Prabhat / Rao, Seela Veerabhadreswara / Tamarapalli, Venkatesh Tamarapalli | IEEE | 2015