浏览全部资源
扫码关注微信
1.国网电力科学研究院有限公司,江苏 南京 211106
2.南京南瑞信息通信科技有限公司,江苏 南京 211106
3.上海科技大学信息科学与技术学院,上海 201210
4.中国科学院微小卫星创新研究院,上海 201304
[ "高鹏(1997- ),男,博士,国网电力科学研究院有限公司工程师,主要研究方向为无线通信、通感一体化、卫星通信。" ]
[ "周飞飞(1986- ),男,国网电力科学研究院有限公司工程师,主要研究方向为新型电力通信系统、通感一体化、卫星通信。" ]
[ "王启兴(1999- ),男,上海科技大学硕士生,主要研究方向为卫星通信、频谱共存。" ]
[ "廉黎祥(1991- ),女,博士,上海科技大学信息科学与技术学院助理教授,主要研究方向为通信感知一体化、机器学习与无线通信应用。" ]
[ "余金培(1965- ),男,博士,中国科学院微小卫星创新研究院研究员,主要研究方向为深度学习方法的在轨应用、卫星通信、卫星研制与空间科学应用。" ]
[ "马涛(1983- ),男,国网电力科学研究院有限公司高级工程师、技术标准管理委员会委员,江苏省科学技术协会首席专家,主要研究方向为电力系统通信、电力 LTE 宽带无线应用技术。" ]
收稿日期:2024-04-08,
修回日期:2024-08-08,
纸质出版日期:2024-08-20
移动端阅览
高鹏,周飞飞,王启兴等.6G协同通感一体化技术的性能评估与系统设计[J].电信科学,2024,40(08):94-107.
GAO Peng,ZHOU Feifei,WANG Qixing,et al.Performance evaluation and system design of 6G cooperative integrated sensing and communication technology[J].Telecommunications Science,2024,40(08):94-107.
高鹏,周飞飞,王启兴等.6G协同通感一体化技术的性能评估与系统设计[J].电信科学,2024,40(08):94-107. DOI: 10.11959/j.issn.1000-0801.2024199.
GAO Peng,ZHOU Feifei,WANG Qixing,et al.Performance evaluation and system design of 6G cooperative integrated sensing and communication technology[J].Telecommunications Science,2024,40(08):94-107. DOI: 10.11959/j.issn.1000-0801.2024199.
协同通感一体化(cooperative integrated sensing and communication,CoISAC)技术作为6G通感一体化的重要发展方向,能够利用网络中多类型设备的附加通感信息,克服现有通感一体化系统感知精度低、非视距路径失能和感知范围小的问题。对CoISAC技术的现状进行总结和分析,提出了一种新的感知性能评估指标和两种协同技术方案,分析了CoISAC技术所面临的挑战,并对未来技术发展趋势进行了展望。
As a promising technique for 6G integrated sensing and communication
cooperative integrated sensing and communication (CoISAC) technology harnesses additional sensing information from various network nodes to overcome challenges of ISAC systems such as low sensing accuracy
non-line-of-sight path scenario
and limited sensing range. The current status of CoISAC technology was summarized and analyzed. A novel performance metric and two cooperative approaches were proposed. The challenges faced by CoISAC technology were analyzed
and the future development trend of CoISAC technology was forecasted.
闫实 , 彭木根 , 王文博 . 通信-感知-计算融合: 6G愿景与关键技术 [J ] . 北京邮电大学学报 , 2021 , 44 ( 4 ): 1 - 11 .
YAN S , PENG M G , WANG W B . Integration of communication, sensing and computing: the vision and key technologies of 6 G [J ] . Journal of Beijing University of Posts and Telecommunications , 2021 , 44 ( 4 ): 1 - 11 .
IMT-2030(6G)推进组 . 6G前沿关键技术研究报告 [R ] . 2022 .
IMT-20306G)Promotion Group . 6G frontier key technology research report [R ] . 2022 .
MEALEY R M . A method for calculating error probabilities in a radar communication system [J ] . IEEE Transactions on Space Electronics and Telemetry , 1963 , 9 ( 2 ): 37 - 42 .
LIU F , ZHENG L , CUI Y H , et al . Seventy years of radar and communications: the road from separation to integration [J ] . IEEE Signal Processing Magazine , 2023 , 40 ( 5 ): 106 - 121 .
胡小玲 , 于周源 , 钱骁伟 , 等 . 智能超表面系统的通信感知一体化: 现状, 设计与展望 [J ] . 电信科学 , 2022 , 38 ( 9 ): 36 - 49 .
HU X L , YU Z Y , QIAN X W , et.al . Integrated sensing and communication in reconfigurable intelligent surface systems: status, design and outlook [J ] . Telecommunications Science , 2022 , 38 ( 9 ): 36 - 49 .
MAHLER R P S . Statistical multisource-multitarget information fusion [M ] . Boston : Artech House , 2007 .
CUI Y H , LIU F , JING X J , et al . Integrating sensing and communications for ubiquitous IoT: applications, trends, and challenges [J ] . IEEE Network , 2021 , 35 ( 5 ): 158 - 167 .
杨杰 , 黄艺璇 , 杜涛 , 等 . 通信感知一体化原型验证的研究现状与发展趋势 [J ] . 通信学报 , 2023 , 44 ( 11 ): 43 - 54 .
YANG J , HUANG Y X , DU T , et al . Prototype verification for integrated sensing and communications: current status and development trends [J ] . Journal on Communications , 2023 , 44 ( 11 ): 43 - 54 .
IMT-2030(6G)推进组 . 6G通感融合系统设计研究报告 [R ] . 2023 .
IMT-20306G)Promotion Group . 6G sensing and communication system design research report [R ] . 2023 .
LIU S , LI M , LIU Q . Joint BS mode selection and beamforming design for cooperative cell-free ISAC networks [J ] . arXiv preprint , 2023 , arXiv: 2305.10800 .
JI K J , ZHANG Q X , WEI Z Q , et al . Networking based ISAC hardware testbed and performance evaluation [J ] . IEEE Communications Magazine , 2023 , 61 ( 5 ): 76 - 82 .
WEI Z Q , JIANG W J , FENG Z Y , et al . Integrated sensing and communication enabled multiple base stations cooperative sensing towards 6G [J ] . IEEE Network , 2024 , 38 ( 4 ): 207 - 215 .
HASSANIEN A , AMIN M G , ZHANG Y D , et al . Dual-function radar-communications: information embedding using sidelobe control and waveform diversity [J ] . IEEE Transactions on Signal Processing , 2016 , 64 ( 8 ): 2168 - 2181 .
GU M X , LEE M C , LIU Y S , et al . Design and analysis of frequency hopping-aided FMCW-based integrated radar and communication systems [J ] . IEEE Transactions on Communications , 2022 , 70 ( 12 ): 8416 - 8432 .
GAUDIO L , KOBAYASHI M , CAIRE G , et al . On the effectiveness of OTFS for joint radar parameter estimation and communication [J ] . IEEE Transactions on Wireless Communications , 2020 , 19 ( 9 ): 5951 - 5965 .
LIU R , LI M , SWINDLEHURST A L . Joint beamforming and reflection design for RIS-assisted ISAC systems [C ] // Proceedings of the 2022 30th European Signal Processing Conference (EUSIPCO) . Piscataway : IEEE Press , 2022 : 997 - 1001 .
ZHU Q , LI M , LIU R , et al . Cramér-Rao bound optimization for active RIS-empowered ISAC systems [J ] . IEEE Transactions on Wireless Communications , 2024 , PP(99): 1.
OZTURK C , KESKIN M F , WYMEERSCH H , et al . RIS-aided near-field localization under phase-dependent amplitude variations [J ] . IEEE Transactions on Wireless Communications , 2023 , 22 ( 8 ): 5550 - 5566 .
ZHAO Y Q , XU W , YOU X H , et al . Cooperative reflection and synchronization design for distributed multiple-RIS communications [J ] . IEEE Journal of Selected Topics in Signal Processing , 2022 , 16 ( 5 ): 980 - 994 .
CAO D , WU M H , GU N , et al . Joint optimization of computation offloading and resource allocation considering task prioritization in ISAC-assisted vehicular network [J ] . IEEE Internet of Things Journal , 2024 , PP(99): 1.
JIANG S F , ALKHATEEB A . Computer vision aided beam tracking in a real-world millimeter wave deployment [C ] // Proceedings of the 2022 IEEE Globecom Workshops (GC Wkshps) . Piscataway : IEEE Press , 2022 : 142 - 147 .
LI X F , CHEN M Z , LIU Y C , et al . Graph neural networks for joint communication and sensing optimization in vehicular networks [J ] . IEEE Journal on Selected Areas in Communications , 2023 , 41 ( 12 ): 3893 - 3907 .
LI B , PETROPULU A . MIMO radar and communication spectrum sharing with clutter mitigation [C ] // Proceedings of the 2016 IEEE Radar Conference (RadarConf) . Piscataway : IEEE Press , 2016 : 1 - 6 .
NI Z T , ZHANG J A , YANG K , et al . Multi-metric waveform optimization for multiple-input single-output joint communication and radar sensing [J ] . IEEE Transactions on Communications , 2022 , 70 ( 2 ): 1276 - 1289 .
CHEN L , LIU F , WANG W D , et al . Joint radar-communication transmission: a generalized Pareto optimization framework [J ] . IEEE Transactions on Signal Processing , 2021 ( 69 ): 2752 - 2765 .
LIU M , YANG M L , WEI F , et al . A nonorthogonal uplink/downlink IoT solution for next-generation ISAC systems [J ] . IEEE Internet of Things Journal , 2024 , 11 ( 5 ): 8224 - 8239 .
XU C C , CLERCKX B , CHEN S W , et al . Rate-splitting multiple access for multi-antenna joint radar and communications [J ] . arXiv preprint , 2021 , arXiv: 2103.07914 .
DONG F W , LIU F , CUI Y H , et al . Sensing as a service in 6G perceptive networks: a unified framework for ISAC resource allocation [J ] . IEEE Transactions on Wireless Communications , 2023 , 22 ( 5 ): 3522 - 3536 .
HE J G , WYMEERSCH H , SANGUANPUAK T , et al . Adaptive beamforming design for mmWave RIS-aided joint localization and communication [C ] // Proceedings of the 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) . Piscataway : IEEE Press , 2020 : 1 - 6 .
WYMEERSCH H , DENIS B . Beyond 5G wireless localization with reconfigurable intelligent surfaces [C ] // Proceedings of ICC 2020 IEEE International Conference on Communications (ICC) . Piscataway : IEEE Press , 2020 : 1 - 6 .
GAO P , LIAN L X , YU J P . Optimal passive beamforming for cooperative localization with RIS-assisted mmWave systems [C ] // Proceedings of the 2022 IEEE Wireless Communications and Networking Conference (WCNC) . Piscataway : IEEE Press , 2022 : 222 - 227 .
GAO P , LIAN L X , YU J P . Wireless area positioning in RIS-assisted mmWave systems: joint passive and active beamforming design [J ] . IEEE Signal Processing Letters , 2022 ( 29 ): 1372 - 1376 .
GAO P , LIAN L X , YU J P . Cooperative ISAC with direct localization and rate-splitting multiple access communication: a Pareto optimization framework [J ] . IEEE Journal on Selected Areas in Communications , 2023 , 41 ( 5 ): 1496 - 1515 .
LIAO B , XIONG X , QUAN Z . Robust beamforming design for dual-function radar-communication system [J ] . IEEE Transactions on Vehicular Technology , 2023 , 72 ( 6 ): 7508 - 7516 .
KUMARI P , MYERS N J , HEATH R W . Adaptive and fast combined waveform-beamforming design for MMWave automotive joint communication-radar [J ] . IEEE Journal of Selected Topics in Signal Processing , 2021 , 15 ( 4 ): 996 - 1012 .
SIT Y L , NUSS B , ZWICK T . On mutual interference cancellation in a MIMO OFDM multiuser radar-communication network [J ] . IEEE Transactions on Vehicular Technology , 2018 , 67 ( 4 ): 3339 - 3348 .
YIN H J , LIU H . Performance of space-division multiple-access (SDMA) with scheduling [J ] . IEEE Transactions on Wireless Communications , 2002 , 1 ( 4 ): 611 - 618 .
XU C C , CLERCKX B , CHEN S W , et al . Rate-splitting multiple access for multi-antenna joint radar and communications [J ] . IEEE Journal of Selected Topics in Signal Processing , 2021 , 15 ( 6 ): 1332 - 1347 .
MAO Y J , DIZDAR O , CLERCKX B , et al . Rate-splitting multiple access: fundamentals, survey, and future research trends [J ] . IEEE Communications Surveys & Tutorials , 2022 , 24 ( 4 ): 2073 - 2126 .
BEHDAD Z , DEMIR Ö T , SUNG K W , et al . Multi-static target detection and power allocation for integrated sensing and communication in cell-free massive MIMO [J ] . IEEE Transactions on Wireless Communications , 2024 , PP(99): 1.
DEMIRHAN U , ALKHATEEB A . Cell-free ISAC MIMO systems: joint sensing and communication beamforming [J ] . arXiv preprint , 2023 , arXiv: 2301.11328 .
HUANG Y , FANG Y , LI X M , et al . Coordinated power control for network integrated sensing and communication [J ] . IEEE Transactions on Vehicular Technology , 2022 , 71 ( 12 ): 13361 - 13365 .
WEI L , HUANG C W , ALEXANDROPOULOS G C , et al . Channel estimation for RIS-empowered multi-user MISO wireless communications [J ] . IEEE Transactions on Communications , 2021 , 69 ( 6 ): 4144 - 4157 .
ZHONG K , HU J F , PAN C H , et al . Joint waveform and beamforming design for RIS-aided ISAC systems [J ] . IEEE Signal Processing Letters , 2023 ( 30 ): 165 - 169 .
LIU R , LI M , LIU Q , et al . SNR/CRB-constrained joint beamforming and reflection designs for RIS-ISAC systems [J ] . IEEE Transactions on Wireless Communications , 2024 , 23 ( 7 ): 7456 - 7470 .
LYU W T , YANG S J , XIU Y , et al . CRB minimization for RIS-aided mmWave integrated sensing and communications [J ] . IEEE Internet of Things Journal , 2024 , 11 ( 10 ): 18381 - 18393 .
JIN C , NETRAPALLI P , JORDAN M . What is local optimality in nonconvex-nonconcave minimax optimization? [C ] // Proceedings of the 37th International Conference on Machine Learning . New York : PMLR Press , 2020 : 4880 - 4889 .
GAO P , LIAN L , YU J . Efficiency of spatial correlation for multi-RIS-assisted multi-user direct localization [C ] // Proceedings of ICC 2023 IEEE International Conference on Communications (ICC) . Piscataway : IEEE Press , 2023 : 2741 - 2746 .
0
浏览量
14
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构