MmWave MIMO-OFDM with Index Modulation: A Pareto-Optimal Trade-off on Spectral-Energy Efficiency
المؤلف | Yang, Yan |
المؤلف | Dang, Shuping |
المؤلف | Wen, Miaowen |
المؤلف | Guizani, Mohsen |
تاريخ الإتاحة | 2022-11-14T16:25:48Z |
تاريخ النشر | 2020-12-01 |
اسم المنشور | 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings |
المعرّف | http://dx.doi.org/10.1109/GLOBECOM42002.2020.9348046 |
الاقتباس | Yang, Y., Dang, S., Wen, M., & Guizani, M. (2020, December). MmWave MIMO-OFDM with index modulation: A Pareto-optimal trade-off on spectral-energy efficiency. In GLOBECOM 2020-2020 IEEE Global Communications Conference (pp. 1-6). IEEE. |
الترقيم الدولي الموحد للكتاب | 9781728182988 |
الملخص | Multiple-input multiple-output orthogonal frequency division multiplexing with index modulation (MIMO-OFDM-IM) has the potential advantage to balance the trade-off between spectral efficiency (SE) and energy efficiency (EE). This paper investigates the application of MIMO-OFDM-IM to millimeter wave (mmWave) communication systems. Taking advantage of the properties of Pareto optimality, we propose a feasible solution to achieve a globally Pareto-optimal trade-off between SE and EE, and the collision constraints of multi-objective optimization problem (MOP) can be solved efficiently. The MOP of SE-EE trade-off can then be converted into a Pareto-optimal set (POS) solution problem. This combinatorial-oriented resource allocation approach on SE-EE relation considers the optimal beam design and power reallocation for downlink multi-user mmWave transmission. We adopt the Poisson point process (PPP) to model the mobile data traffic, and the evolutionary algorithm is applied to speed up the search efficiency of the Pareto front. Compared with benchmarks, the experimental results collected from extensive simulations reveal that the proposed optimization approach is vastly superior to existing algorithms. |
اللغة | en |
الناشر | Institute of Electrical and Electronics Engineers Inc. |
الموضوع | energy efficiency index modulation MIMO-OFDM mmWave communication Pareto optimal set spectral efficiency |
النوع | Conference Paper |
الصفحات | 1-6 |
رقم المجلد | 2020-January |
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