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[ "白恒志(1999- ),男,陆军工程大学通信工程学院硕士生,主要研究方向为MIMO、隐蔽通信等" ]
[ "王海超(1991- ),男,博士,陆军工程大学通信工程学院副教授、硕士生导师,主要研究方向为无人机通信、异构无线网络传输技术等" ]
[ "李国鑫(1990- ),男,博士,陆军工程大学通信工程学院副教授、硕士生导师,主要研究方向为空天地一体化网络、隐蔽通信等" ]
[ "龚玉萍(1978- ),女,陆军工程大学通信工程学院教授、硕士生导师,主要研究方向为短波通信、隐蔽通信等" ]
网络出版日期:2023-08,
纸质出版日期:2023-08-20
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白恒志, 王海超, 李国鑫, 等. 无人机隐蔽通信网络研究综述[J]. 电信科学, 2023,39(8):1-16.
Hengzhi BAI, Haichao WANG, Guoxin LI, et al. Review on unmanned aerial vehicle covert communication network[J]. Telecommunications science, 2023, 39(8): 1-16.
白恒志, 王海超, 李国鑫, 等. 无人机隐蔽通信网络研究综述[J]. 电信科学, 2023,39(8):1-16. DOI: 10.11959/j.issn.1000-0801.2023162.
Hengzhi BAI, Haichao WANG, Guoxin LI, et al. Review on unmanned aerial vehicle covert communication network[J]. Telecommunications science, 2023, 39(8): 1-16. DOI: 10.11959/j.issn.1000-0801.2023162.
无人机通信网络是未来空天地一体化网络的重要组成部分,是实现通信网络全球全域三维立体泛在覆盖的有效支撑。无线信道的开放特性致使无人机通信网络易遭受非法用户恶意攻击。隐蔽通信技术为提升无人机通信网络安全防御和隐私保护能力提供了极具前景的创新性解决思路,但无人机系统机动性特点与隐蔽通信场景需求相互交叠的特性带来严峻挑战。分别从场景需求、主要挑战、体系架构和关键技术等维度对无人机隐蔽通信网络进行分析讨论,重点探讨了无人机隐蔽通信网络资源管理模型、效能表征和关键技术,尝试勾勒出无人机隐蔽通信网络的整体框架和未来发展方向,以期为后续展开无人机隐蔽通信研究提供方向性指引。
Unmanned aerial vehicle (UAV) communication network is an important part of the future integrated space-aerial-ground network
and an effective support to achieve the global three-dimensional coverage of the communication network.The open characteristics of wireless channels make UAV communication vulnerable to malicious attacks by illegal users.Covert communication provides a promising solution for improving the security defense and privacy protection capabilities of UAV communication.However
the overlapping characteristics of the mobility of UAV systems and the requirements of covert communication scenarios bring severe challenges to the collaborative optimization of network resources.The UAV covert communication network was investigated from requirements
challenges
framework and main technologies perspectives.The architecture and model
performance characteristic
as well as potential candidate technologies were analyzed and discussed
in an attempt to outline the overall framework of UAV covert communication
and provide guidance for the subsequent research on UAV covert communication.
SONG Q H , ZENG Y , XU J , et al . A survey of prototype and experiment for UAV communications [J ] . Science China Information Sciences , 2021 , 64 ( 4 ): 140301 .
樊邦奎 , 张瑞雨 . 无人机系统与人工智能 [J ] . 武汉大学学报(信息科学版) , 2017 , 42 ( 11 ): 1523 - 1529 .
FAN B K , ZHANG R Y . Unmanned aircraft system and artificial intelligence [J ] . Geomatics and Information Science of Wuhan University , 2017 , 42 ( 11 ): 1523 - 1529 .
JIANG X , CHEN X Y , TANG J , et al . Covert communication in UAV-assisted air-ground networks [J ] . IEEE Wireless Communications , 2021 , 28 ( 4 ): 190 - 197 .
ZHENG T X , YANG Z T , WANG C , et al . Wireless covert communications aided by distributed cooperative jamming over slow fading channels [J ] . IEEE Transactions on Wireless Communications , 2021 , 20 ( 11 ): 7026 - 7039 .
ALEX . Russia creates a device capable of “hunting” Starlink antennas [EB ] . 2022 .
赵华 , 林钰达 , 金梁 , 等 . 隐蔽无线通信综述 [J ] . 信息工程大学学报 , 2020 , 21 ( 5 ): 520 - 525 .
ZHAO H , LIN Y D , JIN L , et al . Covert wireless communication:a review [J ] . Journal of Information Engineering University , 2020 , 21 ( 5 ): 520 - 525 .
林钰达 , 金梁 , 黄开枝 , 等 . 基于3D波束成形的隐蔽无线通信威胁区域构建 [J ] . 中国科学(信息科学) , 2021 , 51 ( 8 ): 1360 - 1374 .
LIN Y D , JIN L , HUANG K Z , et al . Threat region development of covert wireless communication based on 3D beamforming [J ] . Scientia Sinica (Informationis) , 2021 , 51 ( 8 ): 1360 - 1374 .
YAN S H , ZHOU X Y , HU J S , et al . Low probability of detection communication:opportunities and challenges [J ] . IEEE Wireless Communications , 2019 , 26 ( 5 ): 19 - 25 .
CHEN X Y , AN J P , XIONG Z H , et al . Covert communications:a comprehensive survey [J ] . IEEE Communications Surveys &Tutorials , 2023 , 25 ( 2 ): 1173 - 1198 .
BASH B A , GOECKEL D , TOWSLEY D . Limits of reliable communication with low probability of detection on AWGN channels [J ] . IEEE Journal on Selected Areas in Communications , 2013 , 31 ( 9 ): 1921 - 1930 .
CHE P H , BAKSHI M , JAGGI S . Reliable deniable communication:hiding messages in noise [C ] // Proceedings of 2013 IEEE International Symposium on Information Theory . Piscataway:IEEE Press , 2013 : 2945 - 2949 .
BLOCH M R . Covert communication over noisy channels:a resolvability perspective [J ] . IEEE Transactions on Information Theory , 2016 , 62 ( 5 ): 2334 - 2354 .
ARUMUGAM K S K , BLOCH M R . Keyless covert communication over multiple-access channels [C ] // Proceedings of 2016 IEEE International Symposium on Information Theory (ISIT) . Piscataway:IEEE Press , 2016 : 2229 - 2233 .
ABDELAZIZ A , KOKSAL C E . Fundamental limits of covert communication over MIMO AWGN channel [C ] // Proceedings of 2017 IEEE Conference on Communications and Network Security (CNS) . Piscataway:IEEE Press , 2017 : 1 - 9 .
YAN S H , HE B , ZHOU X Y , et al . Delay-intolerant covert communications with either fixed or random transmit power [J ] . IEEE Transactions on Information Forensics and Security , 2019 , 14 ( 1 ): 129 - 140 .
LEE S , BAXLEY R J , WEITNAUER M A , et al . Achieving undetectable communication [J ] . IEEE Journal of Selected Topics in Signal Processing , 2015 , 9 ( 7 ): 1195 - 1205 .
戴跃伟 , 刘光杰 , 曹鹏程 , 等 . 无线隐蔽通信研究综述 [J ] . 南京信息工程大学学报 , 2020 , 12 ( 1 ): 45 - 56 .
DAI Y W , LIU G J , CAO P C , et al . A survey of wireless covert communications [J ] . Journal of Nanjing University of Information Science & Technology , 2020 , 12 ( 1 ): 45 - 56 .
HE B , YAN S H , ZHOU X Y , et al . On covert communication with noise uncertainty [J ] . IEEE Communications Letters , 2017 , 21 ( 4 ): 941 - 944 .
TA H Q , KIM S W . Covert communication under channel uncertainty and noise uncertainty [C ] // Proceedings of ICC 2019 2019 IEEE International Conference on Communications (ICC) . Piscataway:IEEE Press , 2019 : 1 - 6 .
SHAHZAD K , ZHOU X Y , YAN S H . Covert communication in fading channels under channel uncertainty [C ] // Proceedings of 2017 IEEE 85th Vehicular Technology Conference (VTC Spring) . Piscataway:IEEE Press , 2017 : 1 - 5 .
SHAHZAD K , ZHOU X Y . Covert wireless communications under quasi-static fading with channel uncertainty [J ] . IEEE Transactions on Information Forensics and Security , 2021 ,( 16 ): 1104 - 1116 .
BASH B A , GOECKEL D , TOWSLEY D . Covert communication gains from adversary’s ignorance of transmission time [J ] . IEEE Transactions on Wireless Communications , 2016 , 15 ( 12 ): 8394 - 8405 .
林钰达 , 金梁 , 周游 , 等 . 噪声不确定时基于波束成形的隐蔽无线通信性能分析 [J ] . 通信学报 , 2020 , 41 ( 7 ): 49 - 58 .
LIN Y D , JIN L , ZHOU Y , et al . Performance analysis of covert wireless communication based on beam forming with noise uncertainty [J ] . Journal on Communications , 2020 , 41 ( 7 ): 49 - 58 .
王旭 , 金梁 , 楼洋明 , 等 . 基于无线信道差异的隐蔽通信 [J ] . 信号处理 , 2021 , 37 ( 1 ): 86 - 94 .
WANG X , JIN L , LOU Y M , et al . Covert communication based on the difference of wireless channels [J ] . Journal of Signal Processing , 2021 , 37 ( 1 ): 86 - 94 .
梅林 . 加权类分数傅立叶变换及其在通信系统中的应用 [D ] . 哈尔滨:哈尔滨工业大学 , 2010 .
MEI L . Weighted fractional Fourier transform and its application in communication system [D ] . Harbin:Harbin Institute of Technology , 2010 .
梅林 , 沙学军 , 张乃通 . 加权分数傅立叶变换通信系统抗参数扫描及星座分裂性能分析 [J ] . 云南民族大学学报(自然科学版) , 2011 , 20 ( 5 ): 361 - 366 .
MEI L , SHA X J , ZHANG N T . The secure communication system based on single/multi- parameter weighted-type fractional Fourier transform [J ] . Journal of Yunnan University Nationalities (Natural Sciences Edition) , 2011 , 20 ( 5 ): 361 - 366 .
DONG H , FANG X J , SHA X J , et al . Secure transmission for MISO wiretap channels using general multi-fractional Fourier transform:an approach in signal domain [J ] . IEEE Transactions on Vehicular Technology , 2022 , 71 ( 8 ): 8702 - 8716 .
倪磊 , 达新宇 , 胡航 , 等 . 基于MP-WFRFT的多维联合调制卫星隐蔽通信研究 [J ] . 电子与信息学报 , 2023 , 45 ( 4 ): 1183 - 1191 .
NI L , DA X Y , HU H , et al . Research on multi-dimensional joint modulation for satellite covert communication based on MP-WFRFT [J ] . Journal of Electronics & Information Technology , 2023 , 45 ( 4 ): 1183 - 1191 .
SHU F , XU T Z , HU J S , et al . Delay-constrained covert communications with a full-duplex receiver [J ] . IEEE Wireless Communications Letters , 2019 , 8 ( 3 ): 813 - 816 .
SOBERS T V , BASH B A , GUHA S , et al . Covert communication in the presence of an uninformed jammer [J ] . IEEE Transactions on Wireless Communications , 2017 , 16 ( 9 ): 6193 - 6206 .
SUN R R , YANG B , MA S Q , et al . Covert rate maximization in wireless full-duplex relaying systems with power control [J ] . IEEE Transactions on Communications , 2021 , 69 ( 9 ): 6198 - 6212 .
惠鏸 , 王滢 , 张琰祥 . 基于协作干扰对抗联合检测的隐蔽传输方法 [J ] . 计算机工程与应用 , 2022 , 58 ( 8 ): 109 - 116 .
HUI H , WANG Y , ZHANG Y X . Covert transmission against joint transmission detection based on cooperative jamming [J ] . Computer Engineering and Applications , 2022 , 58 ( 8 ): 109 - 116 .
SHAHZAD K , ZHOU X Y , YAN S H , et al . Achieving covert wireless communications using a full-duplex receiver [J ] . IEEE Transactions on Wireless Communications , 2018 , 17 ( 12 ): 8517 - 8530 .
SU Y J , SUN H J , ZHANG Z K , et al . Covert communication with relay selection [J ] . IEEE Wireless Communications Letters , 2021 , 10 ( 2 ): 421 - 425 .
SHEIKHOLESLAMI A , GHADERI M , TOWSLEY D , et al . Multi-hop routing in covert wireless networks [J ] . IEEE Transactions on Wireless Communications , 2018 , 17 ( 6 ): 3656 - 3669 .
李赞 , 廖晓闽 , 石嘉 , 等 . 面向认知物联网的隐蔽通信智能功率控制 [J ] . 物联网学报 , 2020 , 4 ( 1 ): 52 - 58 .
LI Z , LIAO X M , SHI J , et al . Intelligent power control for covert communication in cognitive Internet of things [J ] . Chinese Journal on Internet of Things , 2020 , 4 ( 1 ): 52 - 58 .
United States Department of Defense . Unmanned systems integrated roadmap:FY2013-2038 [R ] . U.S.:United States Department of Defense , 2013 .
FACHEY K , MILLER M . Unmanned systems integrated roadmap 2017-2042 [R ] . Arlington County:Office of the Secretary of Defense , 2018 .
ZENG Y , ZHANG R , LIM T J . Wireless communications with unmanned aerial vehicles:opportunities and challenges [J ] . IEEE Communications Magazine , 2016 , 54 ( 5 ): 36 - 42 .
NGUYEN K K , DUONG T Q , DO-DUY T , , et al . 3D UAV trajectory and data collection optimisation via deep reinforcement learning [J ] . IEEE Transactions on Communications , 2022 , 70 ( 4 ): 2358 - 2371 .
WANG H C , WANG J L , DING G R , et al . Robust spectrum sharing in air-ground integrated networks:opportunities and challenges [J ] . IEEE Wireless Communications , 2020 , 27 ( 3 ): 148 - 155 .
崔高峰 , 徐媛媛 , 张尚宏 , 等 . 基于最小能耗的多无人机无线网络安全数据卸载策略 [J ] . 通信学报 , 2021 , 42 ( 5 ): 51 - 62 .
CUI G F , XU Y Y , ZHANG S H , et al . Secure data offloading strategy for multi-UAV wireless networks based on minimum energy consumption [J ] . Journal on Communications , 2021 , 42 ( 5 ): 51 - 62 .
WANG D Y , QI P H , ZHAO Y , et al . Covert wireless communication with noise uncertainty in space-air-ground integrated vehicular networks [J ] . IEEE Transactions on Intelligent Transportation Systems , 2022 , 23 ( 3 ): 2784 - 2797 .
YAN S H , HANLY S V , COLLINGS I B , et al . Hiding unmanned aerial vehicles for wireless transmissions by covert communications [C ] // Proceedings of ICC 2019 - 2019 IEEE International Conference on Communications (ICC) . Piscataway:IEEE Press , 2019 : 1 - 6 .
YAN S H , HANLY S V , COLLINGS I B . Optimal transmit power and flying location for UAV covert wireless communications [J ] . IEEE Journal on Selected Areas in Communications , 2021 , 39 ( 11 ): 3321 - 3333 .
ZHOU X B , YAN S H , NG D W K , et al . Three-dimensional placement and transmit power design for UAV covert communications [J ] . IEEE Transactions on Vehicular Technology , 2021 , 70 ( 12 ): 13424 - 13429 .
ZHOU X B , YAN S H , HU J S , et al . Joint optimization of a UAV’s trajectory and transmit power for covert communications [J ] . IEEE Transactions on Signal Processing , 2019 , 67 ( 16 ): 4276 - 4290 .
HU J S , WU Y P , CHEN R Q , et al . Optimal detection of UAV’s transmission with beam sweeping in covert wireless networks [J ] . IEEE Transactions on Vehicular Technology , 2020 , 69 ( 1 ): 1080 - 1085 .
ZHANG J Y , CHEN X H , LI M , et al . Optimized throughput in covert millimeter-wave UAV communications with beam sweeping [J ] . IEEE Wireless Communications Letters , 2021 , 10 ( 4 ): 720 - 724 .
JIANG X , YANG Z T , ZHAO N , et al . Resource allocation and trajectory optimization for UAV-enabled multi-user covert communications [J ] . IEEE Transactions on Vehicular Technology , 2021 , 70 ( 2 ): 1989 - 1994 .
ZHOU X B , YAN S H , SHU F , et al . UAV-enabled covert wireless data collection [J ] . IEEE Journal on Selected Areas in Communications , 2021 , 39 ( 11 ): 3348 - 3362 .
胡锦松 , 吴林梅 , 束锋 , 等 . 无人机中继协助的有限码长隐蔽通信 [J ] . 电子与信息学报 , 2022 , 44 ( 3 ): 1006 - 1013 .
HU J S , WU L M , SHU F , et al . UAV-relay assisted covert communication with finite block-length [J ] . Journal of Electronics & Information Technology , 2022 , 44 ( 3 ): 1006 - 1013 .
LI M , TAO X F , LI N , et al . Energy-efficient covert communication with the aid of aerial reconfigurable intelligent surface [J ] . IEEE Communications Letters , 2022 , 26 ( 9 ): 2101 - 2105 .
ZHANG R , CHEN X Y , LIU M Q , et al . UAV relay assisted cooperative jamming for covert communications over rician fading [J ] . IEEE Transactions on Vehicular Technology , 2022 , 71 ( 7 ): 7936 - 7941 .
WANG H M , ZHANG Y , ZHANG X , et al . Secrecy and covert communications against UAV surveillance via multi-hop networks [J ] . IEEE Transactions on Communications , 2020 , 68 ( 1 ): 389 - 401 .
CHEN X Y , SHENG M , ZHAO N , et al . UAV-relayed covert communication towards a flying warden [J ] . IEEE Transactions on Communications , 2021 , 69 ( 11 ): 7659 - 7672 .
DU H Y , NIYATO D , XIE Y A , et al . Performance analysis and optimization for jammer-aided multiantenna UAV covert communication [J ] . IEEE Journal on Selected Areas in Communications , 2022 , 40 ( 10 ): 2962 - 2979 .
胡静雯 , 戴跃伟 , 刘光杰 , 等 . 无人机辅助场景下基于波束成形的LPD通信性能分析 [J ] . 重庆理工大学学报(自然科学) , 2022 ( 3 ): 152 - 163 .
HU J W , DAI Y W , LIU G J , et al . Analysis of LPD communication performance based on beamforming in UAV assisted scenes [J ] . Journal of Chongqing University of Technology (Natural Science) , 2022 ( 3 ): 152 - 163 .
LI Z , LIAO X M , SHI J , et al . MD-GAN-based UAV trajectory and power optimization for cognitive covert communications [J ] . IEEE Internet of Things Journal , 2022 , 9 ( 12 ): 10187 - 10199 .
CHEN X Y , ZHANG N , TANG J , et al . UAV-aided covert communication with a multi-antenna jammer [J ] . IEEE Transactions on Vehicular Technology , 2021 , 70 ( 11 ): 11619 - 11631 .
周小波 , 彭旭 , 于辉 , 等 . 无人机网络中人工噪声增强的短包隐蔽通信 [J ] . 信号处理 , 2022 , 38 ( 8 ): 1601 - 1609 .
ZHOU X B , PENG X , YU H , et al . Artificial noise enhanced short-packet covert communications for UAV networks [J ] . Journal of Signal Processing , 2022 , 38 ( 8 ): 1601 - 1609 .
LIANG W , SHI J , TIE Z Z , et al . Performance analysis for UAV-jammer aided covert communication [J ] . IEEE Access , 2020 ( 8 ): 111394 - 111400 .
WU Q Q , ZHANG R . Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming [J ] . IEEE Transactions on Wireless Communications , 2019 , 18 ( 11 ): 5394 - 5409 .
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