基于 NOMA-OTFS 的跨域车载网络中的下行链路功率分配优化

Hao Xu, Zhiquan Bai, Jinqiu Zhao, Dejie Ma, Bangwei He, Kyungsup Kwak
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引用次数: 0

摘要

正交时频空间(OTFS)和非正交多址(NOMA)对提高车载通信的传输性能至关重要。本文深入研究了带有频域线性均衡器(FD-LE)的 NOMA-OTFS 系统的下行链路功率分配,在该系统中,一个延迟多普勒域的高速用户和多个低速时频域 NOMA 用户共存。考虑到 NOMA 用户的公平性,我们优化了低速用户的最低速率,但受制于高速用户的服务质量(QoS)。为解决这一问题,我们提出了迭代功率分配优化(IP-AO)策略,并通过将原始非凸问题转化为凸问题,获得了基于辅助变量的精确最优解。此外,我们还推导出了最优功率分配 (OPA) 的闭式解。仿真结果验证了我们的方案在最大化 NOMA-OTFS 车辆系统的最小用户速率方面优于传统的功率分配方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of Downlink Power Allocation in NOMA-OTFS Based Cross-Domain Vehicular Networks
Orthogonal time frequency space (OTFS) and non-orthogonal multiple access (NOMA) are pivotal for enhancing the transmission performance of vehicular communications. This paper delves into the downlink power allocation of a NOMA-OTFS system with a frequency domain linear equalizer (FD-LE), where a high-speed user in delay-Doppler domain and multiple low-speed time-frequency domain NOMA users coexist. Considering the fairness of NOMA users, we optimize the minimum rate of the low-speed users, constrained by the quality of service (QoS) of the high-speed user. To address this problem, we propose an iterative power allocation optimization (IP-AO) strategy and obtain an accurate optimal solution based on the auxiliary variables by transforming the original non-convex problem into a convex one. Moreover, we derive a closed-form solution for the optimal power allocation (OPA). Simulation results validate the superiority of our schemes over traditional power allocation methods in maximizing the minimum user rate in the NOMA-OTFS vehicular system.
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