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1. 北京邮电大学计算机学院(国家示范性软件学院),北京 100876
2. 北京邮电大学电子工程学院,北京 100876
3. 清华大学电子工程系,北京 100084
4. 北京邮电大学信息与通信工程学院,北京 100876
[ "王莉(1982- ),女,河南濮阳人,博士,北京邮电大学教授、博士生导师,主要研究方向为应急通信、能源互联网、边缘智能等" ]
[ "魏青(1993- ),女,湖北恩施人,北京邮电大学博士生,主要研究方向为应急通信、车载通信网络等" ]
[ "徐连明(1981- ),男,山东潍坊人,博士,北京邮电大学讲师,主要研究方向为通导组网、边缘网络、定位导航等" ]
[ "沈渊(1982- ),男,上海人,博士,清华大学教授、博士生导师,主要研究方向为定位感知、智能协同系统和生物结构解析等" ]
[ "张平(1959- ),男,陕西汉中人,博士,中国工程院院士,北京邮电大学教授、博士生导师,主要研究方向为先进移动通信系统等" ]
[ "费爱国(1955- ),男,江苏涟水人,博士,中国工程院院士,北京邮电大学教授、博士生导师,主要研究方向为指挥信息系统和数据链技术等" ]
网络出版日期:2022-06,
纸质出版日期:2022-07-25
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王莉, 魏青, 徐连明, 等. 面向通信-导航-感知一体化的应急无人机网络低能耗部署研究[J]. 通信学报, 2022,43(7):1-20.
Li WANG, Qing WEI, Lianming XU, et al. Research on low-energy-consumption deployment of emergency UAV network for integrated communication-navigating-sensing[J]. Journal on communications, 2022, 43(7): 1-20.
王莉, 魏青, 徐连明, 等. 面向通信-导航-感知一体化的应急无人机网络低能耗部署研究[J]. 通信学报, 2022,43(7):1-20. DOI: 10.11959/j.issn.1000-436x.2022138.
Li WANG, Qing WEI, Lianming XU, et al. Research on low-energy-consumption deployment of emergency UAV network for integrated communication-navigating-sensing[J]. Journal on communications, 2022, 43(7): 1-20. DOI: 10.11959/j.issn.1000-436x.2022138.
在事故灾难救援等突发公共事件中,救援人员往往面临通信传输不畅、定位导航不稳、灾情感知不准的问题,亟须部署一套应急无人机网络,对受灾地区进行通信、导航、感知服务补盲。针对无人机续航能力受限的问题,首先提出了一套网络拓扑可重构、节点角色可切换的通信-导航-感知一体化应急无人机网络低能耗部署方案,然后设计了一种基于粒子群算法的层次化匹配决策算法,联合求解无人机与通导感用户关联、多角色无人机通信资源分配以及无人机位置这3个子问题。仿真表明,所提方案能够实现通导感多目标需求与受限网络资源的灵活适配,极大降低了对无人机数量的需求与部署能耗。
In public emergencies such as accident relief
rescue workers are faced with challenges
such as poor communication
unstable navigating
and inaccurate disaster sensing.It is necessary to deploy an emergency unmanned aerial vehicle (UAV) network to guarantee the services of communication-navigating-sensing.Aiming at alleviating the problem of limited energy of UAV
a low-energy-consumption deployment of an emergency UAV network was first proposed for integrated communication-navigating-sensing (ICNS).The proposed scheme was able to realize network topology reconstruction and role cognition on demand.Then
a particle swarm algorithm based hierarchical matching decision-making algorithm was presented to jointly optimize three sub-problems
including the associations between UAVs and users
the resource allocation for multi-role UAV communications
and the UAV position.Simulation results show that the proposed ICNS scheme can achieve flexible adaptation of the multi-objective requirements and limited network resources
and dramatically reduce the demand for the number of UAVs and the deployment energy consumption.
MASE K . How to deliver your message from/to a disaster area [J ] . IEEE Communications Magazine , 2011 , 49 ( 1 ): 52 - 57 .
MUKHERJEE B , HABIB M F , DIKBIYIK F . Network adaptability from disaster disruptions and cascading failures [J ] . IEEE Communications Magazine , 2014 , 52 ( 5 ): 230 - 238 .
MOZAFFARI M , SAAD W , BENNIS M , et al . Efficient deployment of multiple unmanned aerial vehicles for optimal wireless coverage [J ] . IEEE Communications Letters , 2016 , 20 ( 8 ): 1647 - 1650 .
ALZENAD M , EL-KEYI A , LAGUM F , et al . 3-D placement of an unmanned aerial vehicle base station (UAV-BS) for energy-efficient maximal coverage [J ] . IEEE Wireless Communications Letters , 2017 , 6 ( 4 ): 434 - 437 .
ARAFAT M Y , MOH S . Localization and clustering based on swarm intelligence in UAV networks for emergency communications [J ] . IEEE Internet of Things Journal , 2019 , 6 ( 5 ): 8958 - 8976 .
ATIF M , AHMAD R , AHMAD W , et al . UAV-assisted wireless localization for search and rescue [J ] . IEEE Systems Journal , 2021 , 15 ( 3 ): 3261 - 3272 .
HU J Z , ZHANG H L , SONG L Y . Reinforcement learning for decentralized trajectory design in cellular UAV networks with sense-and-send protocol [J ] . IEEE Internet of Things Journal , 2019 , 6 ( 4 ): 6177 - 6189 .
MENG K T , LI D S , HE X F , et al . Space pruning based time minimization in delay constrained multi-task UAV-based sensing [J ] . IEEE Transactions on Vehicular Technology , 2021 , 70 ( 3 ): 2836 - 2849 .
ZHANG S H , ZHANG H L , HAN Z , et al . Age of information in a cellular Internet of UAVs:sensing and communication trade-off design [J ] . IEEE Transactions on Wireless Communications , 2020 , 19 ( 10 ): 6578 - 6592 .
CHEN X , FENG Z Y , WEI Z Q , et al . Performance of joint sensing-communication cooperative sensing UAV network [J ] . IEEE Transactions on Vehicular Technology , 2020 , 69 ( 12 ): 15545 - 15556 .
ZHAO Y , LI Z , CHENG N , et al . Joint UAV position and power optimization for accurate regional localization in space-air integrated localization network [J ] . IEEE Internet of Things Journal , 2021 , 8 ( 6 ): 4841 - 4854 .
SHEN Y , WYMEERSCH H , WIN M Z . Fundamental limits of wideband localization—part II:cooperative networks [J ] . IEEE Transactions on Information Theory , 2010 , 56 ( 10 ): 4981 - 5000 .
WAN P W , HUANG Q D , LU G Y , et al . Passive localization of signal source based on UAVs in complex environment [J ] . China Communications , 2020 , 17 ( 2 ): 107 - 116 .
LONG T , OZGER M , CETINKAYA O , et al . Energy neutral Internet of drones [J ] . IEEE Communications Magazine , 2018 , 56 ( 1 ): 22 - 28 .
BAI B , WANG L , HAN Z , et al . Caching based socially-aware D2D communications in wireless content delivery networks:a hypergraph framework [J ] . IEEE Wireless Communications , 2016 , 23 ( 4 ): 74 - 81 .
DAI Z C , WANG G , JIN X P , et al . Nearly optimal sensor selection for TDOA-based source localization in wireless sensor networks [J ] . IEEE Transactions on Vehicular Technology , 2020 , 69 ( 10 ): 12031 - 12042 .
TORRIERI D J . Statistical theory of passive location systems [J ] . IEEE Transactions on Aerospace and Electronic Systems , 1984 , 20 ( 2 ): 183 - 198 .
ZHANG S H , ZHANG H L , DI B Y , et al . Joint trajectory and power optimization for UAV sensing over cellular networks [J ] . IEEE Communications Letters , 2018 , 22 ( 11 ): 2382 - 2385 .
SUN S , ZHANG G P , MEI H B , et al . Optimizing multi-UAV deployment in 3-D space to minimize task completion time in UAV-enabled mobile edge computing systems [J ] . IEEE Communications Letters , 2021 , 25 ( 2 ): 579 - 583 .
ZENG Y , XU J , ZHANG R . Energy minimization for wireless communication with rotary-wing UAV [J ] . IEEE Transactions on Wireless Communications , 2019 , 18 ( 4 ): 2329 - 2345 .
SOHAIL M F , LEOW C Y , WON S . Energy-efficient non-orthogonal multiple access for UAV communication system [J ] . IEEE Transactions on Vehicular Technology , 2019 , 68 ( 11 ): 10834 - 10845 .
WANG L , GUAN M L , AI Y T , et al . Beamforming-aided NOMA expedites collaborative multiuser computational offloading [J ] . IEEE Transactions on Vehicular Technology , 2018 , 67 ( 10 ): 10027 - 10032 .
夏伟 . 多站无源时差定位系统布站方法研究 [D ] . 西安:西安电子科技大学 , 2019 .
XIA W . Stations distribution study of passive time difference localization system using multiple sensors [D ] . Xi’an:Xidian University , 2019 .
3GPP . Technical specification group core network and terminals;control plane location services (LCS) procedures in the evolved packet system (EPS),Release 16 [S ] . 3GPP TS 24.171 , 2020 .
BOYD S , VANDENBERGHE L . Convex optimization [M ] . Cambridge : Cambridge University Press , 2004 .
KUHN H W . The Hungarian method for the assignment problem [J ] . Naval Research Logistics Quarterly , 1955 , 2 ( 1/2 ): 83 - 97 .
VALLE Y D , VENAYAGAMOORTHY G K , MOHAGHEGHI S , et al . Particle swarm optimization:basic concepts,variants and applications in power systems [J ] . IEEE Transactions on Evolutionary Computation , 2008 , 12 ( 2 ): 171 - 195 .
LIANG B , HAAS Z J . Predictive distance-based mobility management for multidimensional PCS networks [J ] . IEEE/ACM Transactions on Networking , 2003 , 11 ( 5 ): 718 - 732 .
AL-HOURANI A , KANDEEPAN S , JAMALIPOUR A . Modeling air-to-ground path loss for low altitude platforms in urban environments [C ] // Proceedings of 2014 IEEE Global Communications Conference . Piscataway:IEEE Press , 2014 : 2898 - 2904 .
AL-HOURANI A , KANDEEPAN S , LARDNER S . Optimal LAP altitude for maximum coverage [J ] . IEEE Wireless Communications Letters , 2014 , 3 ( 6 ): 569 - 572 .
BOR-YALINIZ R I , EL-KEYI A , YANIKOMEROGLU H . Efficient 3-D placement of an aerial base station in next generation cellular networks [C ] // Proceedings of 2016 IEEE International Conference on Communications . Piscataway:IEEE Press , 2016 : 1 - 5 .
3GPP . Base station (BS) radio transmission and reception,Release 17 [S ] . 3GPP TS 38.104 , 2021 .
3GPP . Physical channels and modulation,Release 17 [S ] . 3GPP TS 38.211 , 2022 .
王超 . 无人机基站部署与位置更新研究 [D ] . 西安:西安电子科技大学 , 2019 .
WANG C . Deployment and location updating of UAV base stations [D ] . Xi’an:Xidian University , 2019 .
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