Integrated Sensing and Communications With MIMO-OTFS: ISI/ICI Exploitation and Delay-Doppler Multiplexing

被引:3
|
作者
Keskin, Musa Furkan [1 ]
Marcus, Carina [2 ]
Eriksson, Olof [2 ]
Alvarado, Alex [3 ]
Widmer, Joerg [4 ]
Wymeersch, Henk [1 ]
机构
[1] Chalmers Univ Technol, Dept Elect Engn, S-41296 Gothenburg, Sweden
[2] Magna Elect Sweden AB, S-44737 Vargarda, Sweden
[3] Eindhoven Univ Technol, Dept Elect Engn, NL-5600 MB Eindhoven, Netherlands
[4] IMDEA Networks, Madrid 28918, Spain
关键词
Radar; Sensors; OFDM; Radar detection; Radar tracking; Symbols; Radar antennas; OTFS; ISAC; inter-symbol interference; inter-carrier interference; delay-Doppler multiplexing; JOINT RADAR-COMMUNICATIONS; WAVE-FORM DESIGN; POWER ALLOCATION; OFDM; 5G; LOCALIZATION; SYSTEMS;
D O I
10.1109/TWC.2024.3370501
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
Orthogonal time frequency space (OTFS) is a promising alternative to orthogonal frequency-division multiplexing (OFDM) for high-mobility communications. We propose a novel multiple-input multiple-output (MIMO) integrated sensing and communication (ISAC) system based on OTFS modulation. We begin by deriving new sensing and communication signal models for the proposed MIMO-OTFS ISAC system that explicitly capture inter-symbol interference (ISI) and inter-carrier interference (ICI) effects. We then develop a generalized likelihood ratio test (GLRT) based multi-target detection and delay-Doppler-angle estimation algorithm for MIMO-OTFS radar sensing that can simultaneously mitigate and exploit ISI/ICI effects, to prevent target masking and surpass standard unambiguous detection limits in range/velocity. Moreover, considering two operational modes (discovery/track), we propose an adaptive MIMO-OTFS ISAC transmission strategy. For the discovery mode, we introduce the concept of delay-Doppler (DD) multiplexing, enabling omnidirectional probing of the environment and large virtual array at the OTFS radar receiver. For the track mode, we pursue a directional transmission approach and design an OTFS ISAC optimization algorithm in spatial and DD domains, seeking the optimal trade-off between radar signal-to-noise ratio (SNR) and achievable rate. Simulation results verify the effectiveness of the proposed sensing algorithm and reveal valuable insights into OTFS ISAC trade-offs under varying communication channel characteristics.
引用
收藏
页码:10229 / 10246
页数:18
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