Spatial Path Index Modulation in mmWave/THz Band Integrated Sensing and Communications

被引:2
|
作者
Elbir, Ahmet M. [1 ,2 ]
Mishra, Kumar Vijay [3 ]
Abdallah, Asmaa [4 ]
Celik, Abdulkadir [4 ]
Eltawil, Ahmed M.
机构
[1] King Abdullah Univ Sci & Technol, Comp Elect & Math Sci & Engn CEMSE Div, Thuwal 23955, Saudi Arabia
[2] Duzce Univ, Elect & Elect Engn, TR-81620 Duzce, Turkiye
[3] US DEVCOM Army Res Lab, Adelphi, MD 20783 USA
[4] King Abdullah Univ Sci & Technol, Thuwal 23955, Saudi Arabia
关键词
Millimeter wave communication; Hardware; Sensors; Radar; Wireless communication; Array signal processing; Wideband; Integrated sensing and communications; massive MIMO; millimeter-wave; spatial modulation; terahertz; MILLIMETER-WAVE; JOINT RADAR; MIMO RADAR; WIRELESS COMMUNICATIONS; LOW-COMPLEXITY; BEAM SQUINT; HYBRID; DESIGN; SYSTEMS;
D O I
10.1109/TWC.2024.3375899
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As the demand for wireless connectivity continues to soar, the fifth generation and beyond wireless networks are exploring new ways to efficiently utilize the wireless spectrum and reduce hardware costs. One such approach is the integration of sensing and communications (ISAC) paradigms to jointly access the spectrum. Recent ISAC studies have focused on upper millimeter-wave and low terahertz bands to exploit ultrawide bandwidths. At these frequencies, hybrid beamformers that employ fewer radio-frequency chains are employed to offset expensive hardware but at the cost of lower multiplexing gains. Wideband hybrid beamforming also suffers from the beam-split effect arising from the subcarrier-independent (SI) analog beamformers. To overcome these limitations, we introduce a spatial path index modulation (SPIM) ISAC architecture, which transmits additional information bits via modulating the spatial paths between the base station and communications users. We design the SPIM-ISAC beamformers by estimating both radar and communications parameters through our proposed beam-split-aware algorithms. We then develop a family of hybrid beamforming techniques-hybrid, SI, subcarrier-dependent analog-only, and beam-split-aware beamformers-for SPIM-ISAC. Numerical experiments demonstrate that the proposed approach exhibits significantly improved spectral efficiency performance in the presence of beam-split when compared with even fully digital non-SPIM beamformers.
引用
收藏
页码:10788 / 10802
页数:15
相关论文
共 50 条
  • [1] Integrated Scheduling of Sensing, Communication, and Control for mmWave/THz Communications in Cellular Connected UAV Networks
    Chang, Bo
    Tang, Wei
    Yan, Xiaoyu
    Tong, Xin
    Chen, Zhi
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 40 (07) : 2103 - 2113
  • [2] On Spectrum Sensing for mmWave and THz Beam-based Communications
    Zang, Junwei
    Liu, Qiao
    He, Jia
    Wang, Guangjian
    2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING, 2023,
  • [3] A Novel Multicarrier Modulation for Integrated Sensing and Communication in Sub-THz Band
    Singh, Daljeet
    Kumar, Atul
    Joshi, Hem Dutt
    Singh, Ashutosh Kumar
    Sarestoniemi, Mariella
    Myllyla, Teemu
    Magarini, Maurizio
    2024 NATIONAL CONFERENCE ON COMMUNICATIONS, NCC, 2024,
  • [4] Multicarrier Waveform Design for mmWave/THz Integrated Sensing and Communication
    Zhang, Fan
    Mao, Tianqi
    Liu, Ruiqi
    Zhang, Leyi
    Zheng, Dezhi
    Wang, Tengfei
    Wang, Zhaocheng
    20TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC 2024, 2024, : 501 - 506
  • [5] Index Modulation for Integrated Sensing and Communications: A signal processing perspective [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]
    Elbir, Ahmet M.
    Celik, Abdulkadir
    Eltawil, Ahmed M.
    Amin, Moeness G.
    IEEE SIGNAL PROCESSING MAGAZINE, 2024, 41 (05) : 44 - 55
  • [6] Integrated Sensing and Communications With Joint Beam-Squint and Beam-Split for mmWave/THz Massive MIMO
    Gao, Feifei
    Xu, Liangyuan
    Ma, Shaodan
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (05) : 2963 - 2976
  • [7] Millimeter-Wave Radar Beamforming with Spatial Path Index Modulation Communications
    Elbir, Ahmet M.
    Mishra, Kumar Vijay
    Celik, Abdulkadir
    Eltawil, Ahmed M.
    2023 IEEE RADAR CONFERENCE, RADARCONF23, 2023,
  • [8] Machine Learning Assisted Adaptive Index Modulation for mmWave Communications
    Liu, Haochen
    Lu, Siyao
    El-Hajjar, Mohammed
    Yang, Lie-Liang
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2020, 1 : 1425 - 1441
  • [9] Offset Constant Envelope OFDM for mmWave Integrated Sensing and Communications
    Zhang, Zhiping
    Dan, Lilin
    Gao, Pengyang
    2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,
  • [10] Enhancing THz/mmWave Network Beam Alignment With Integrated Sensing and Communication
    Chen, Wenrong
    Li, Lingxiang
    Chen, Zhi
    Quek, Tony
    Li, Shaoqian
    IEEE COMMUNICATIONS LETTERS, 2022, 26 (07) : 1698 - 1702