Integrated Sensing and Communications for UAV Communications With Jittering Effect

被引:59
作者
Zhao, Jianwei [1 ]
Gao, Feifei [2 ,3 ]
Jia, Weimin [1 ]
Yuan, Wanmai [4 ]
Jin, Wei [1 ]
机构
[1] High Tech Inst Xian, Coll Nucl Engn, Xian 710038, Shaanxi, Peoples R China
[2] Tsinghua Univ, State Key Lab Intelligent Technol & Syst, Inst Artificial Intelligence, Beijing 100084, Peoples R China
[3] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Dept Automat, Beijing 100084, Peoples R China
[4] China Acad Elect & Informat Technol, Informat Sci Acad, Beijing 100041, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Sensors; Channel estimation; Azimuth; Trajectory; Simulation; Signal processing; Rotors; UAV; ISAC; channel estimation; CELLULAR INTERNET;
D O I
10.1109/LWC.2023.3243590
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Integrated sensing and communications (ISAC) is a key technique for UAV communications. In this letter, we consider the ISAC design for UAV aided communications. Firstly, we build the spatial model under the jittering effects. Meanwhile, we analyze the effect of the UAV movement and attitude variation to the channel. Then, we propose an efficient channel estimation method by utilizing the ISAC technique, where the UAV sensing, the communications, and the control are jointly considered to benefit the system performance. Finally, we provide various simulation results to verify the performance of the proposed method.
引用
收藏
页码:758 / 762
页数:5
相关论文
共 11 条
[1]   Performance of Joint Sensing-Communication Cooperative Sensing UAV Network [J].
Chen, Xu ;
Feng, Zhiyong ;
Wei, Zhiqing ;
Gao, Feifei ;
Yuan, Xin .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (12) :15545-15556
[2]   Wideband Beamforming for Hybrid Massive MIMO Terahertz Communications [J].
Gao, Feifei ;
Wang, Bolei ;
Xing, Chengwen ;
An, Jianping ;
Li, Geoffrey Ye .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (06) :1725-1740
[3]   Deep Reinforcement Learning Based Three-Dimensional Area Coverage With UAV Swarm [J].
Mou, Zhiyu ;
Zhang, Yu ;
Gao, Feifei ;
Wang, Huangang ;
Zhang, Tao ;
Han, Zhu .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (10) :3160-3176
[4]   Integrated Sensing, Computation and Communication in B5G Cellular Internet of Things [J].
Qi, Qiao ;
Chen, Xiaoming ;
Zhong, Caijun ;
Zhang, Zhaoyang .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (01) :332-344
[5]   Jittering Effects Analysis and Beam Training Design for UAV Millimeter Wave Communications [J].
Wang, Wei ;
Zhang, Wei .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (05) :3131-3146
[6]   Joint Waveform and Discrete Phase Shift Design for RIS-Assisted Integrated Sensing and Communication System Under Cramer-Rao Bound Constraint [J].
Wang, Xinyi ;
Fei, Zesong ;
Huang, Jingxuan ;
Yu, Hanxiao .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (01) :1004-1009
[7]   A Comprehensive Overview on 5G-and-Beyond Networks With UAVs: From Communications to Sensing and Intelligence [J].
Wu, Qingqing ;
Xu, Jie ;
Zeng, Yong ;
Ng, Derrick Wing Kwan ;
Al-Dhahir, Naofal ;
Schober, Robert ;
Swindlehurst, A. Lee .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (10) :2912-2945
[8]  
Zeng Y, 2016, IEEE COMMUN MAG, V54, P36, DOI 10.1109/MCOM.2016.7470933
[9]   Age of Information in a Cellular Internet of UAVs: Sensing and Communication Trade-Off Design [J].
Zhang, Shuhang ;
Zhang, Hongliang ;
Han, Zhu ;
Poor, H. Vincent ;
Song, Lingyang .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (10) :6578-6592
[10]   Channel Tracking With Flight Control System for UAV mmWave MIMO Communications [J].
Zhao, Jianwei ;
Gao, Feifei ;
Kuang, Linling ;
Wu, Qihui ;
Jia, Weimin .
IEEE COMMUNICATIONS LETTERS, 2018, 22 (06) :1224-1227