Dual-Functional Waveform Design with Local Sidelobe Suppression via OTFS Signaling
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arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866909184951320576 |
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| author | Zhang, Kecheng Yuan, Weijie Fan, Pingzhi Wang, Xianbin |
| author_facet | Zhang, Kecheng Yuan, Weijie Fan, Pingzhi Wang, Xianbin |
| contents | Integrated sensing and communication (ISAC) is viewed as a key technology in future wireless networks. One of the main challenges in realizing ISAC is developing dual-functional waveforms that can communicate with communication receivers and perform radar sensing simultaneously. In this paper, we consider the joint design of a dual-functional orthogonal time-frequency space (OTFS) signal and a receiving filter for the ISAC system. The problem of ISAC waveform design is formulated as the minimization of the weighted integrated sidelobe level (WISL) of the ambiguity function and the interference term from ISAC waveform, with constraints on signal-to-noise ratio loss. The majorization-minimization algorithm combined with alternating iterative minimization is implemented to solve the optimization problem. Simulation results show that the WISL and the interference term can be significantly decreased to guarantee achievable data rates and detection performance. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_17755 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Dual-Functional Waveform Design with Local Sidelobe Suppression via OTFS Signaling Zhang, Kecheng Yuan, Weijie Fan, Pingzhi Wang, Xianbin Signal Processing Integrated sensing and communication (ISAC) is viewed as a key technology in future wireless networks. One of the main challenges in realizing ISAC is developing dual-functional waveforms that can communicate with communication receivers and perform radar sensing simultaneously. In this paper, we consider the joint design of a dual-functional orthogonal time-frequency space (OTFS) signal and a receiving filter for the ISAC system. The problem of ISAC waveform design is formulated as the minimization of the weighted integrated sidelobe level (WISL) of the ambiguity function and the interference term from ISAC waveform, with constraints on signal-to-noise ratio loss. The majorization-minimization algorithm combined with alternating iterative minimization is implemented to solve the optimization problem. Simulation results show that the WISL and the interference term can be significantly decreased to guarantee achievable data rates and detection performance. |
| title | Dual-Functional Waveform Design with Local Sidelobe Suppression via OTFS Signaling |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2404.17755 |