Fundamental Trade-Offs in Monostatic ISAC: A Holistic Investigation Towards 6G

التفاصيل البيبلوغرافية
العنوان: Fundamental Trade-Offs in Monostatic ISAC: A Holistic Investigation Towards 6G
المؤلفون: Keskin, Musa Furkan, Mojahedian, Mohammad Mahdi, Marcus, Carina, Eriksson, Olof, Giorgetti, Andrea, Widmer, Joerg, Wymeersch, Henk
سنة النشر: 2024
مصطلحات موضوعية: Electrical Engineering and Systems Science - Signal Processing
الوصف: Integrated sensing and communication (ISAC) emerges as a cornerstone technology for the upcoming 6G era, seamlessly incorporating sensing functionality into wireless networks as an inherent capability. This paper undertakes a holistic investigation of two fundamental trade-offs in monostatic OFDM ISAC systems-namely, the time-frequency domain trade-off and the spatial domain trade-off. To ensure robust sensing across diverse modulation orders in the time-frequency domain, including high-order QAM, we design a linear minimum mean-squared-error (LMMSE) estimator tailored for sensing with known, randomly generated signals of varying amplitude. Moreover, we explore spatial domain trade-offs through two ISAC transmission strategies: concurrent, employing joint beams, and time-sharing, using separate, time-non-overlapping beams for sensing and communications. Simulations demonstrate superior performance of the LMMSE estimator in detecting weak targets in the presence of strong ones under high-order QAM, consistently yielding more favorable ISAC trade-offs than existing baselines. Key insights into these trade-offs under various modulation schemes, SNR conditions, target radar cross section (RCS) levels and transmission strategies highlight the merits of the proposed LMMSE approach.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2401.18011
رقم الأكسشن: edsarx.2401.18011
قاعدة البيانات: arXiv