Aggregated V2I Communications for Improved Energy Efficiency Using Non-Orthogonal Multiplexed Modulation

Yanan Liu, Xianbin Wang, Xiaoyu Duan, Hai-Hsing Lin
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引用次数: 2

Abstract

Nowadays, data traffic in-car communication is increasing dramatically, due to the emerging technology of self-driving and on-board infotainment applications. The direct connections between vehicles and cellular infrastructures will introduce significant signalling overhead and excessive energy consumption, especially for congested and fast moving traffic. In order to improve energy efficiency and achieve green networking, an heterogeneous network, 5G-Vehicular Ad Hoc Network (5GVANET) is presented in this paper, which coupling the high data rates of VANET and the wide coverage area of 5G. In this integrated architecture, vehicles are clustered accordingly, and one vehicle in each cluster is selected as a gateway to support aggregated traffic. To ensure the capacity of the trunk link between the gateway and base station, a Non- orthogonal Multiplexed Modulation (NOMM) scheme is proposed in this paper to effectively aggregate the Vehicle-to-Infrastructure (V2I) traffic and further improve energy efficiency. NOMM splits data stream of each user into multi-layers and modulate them simultaneously. Sparse spreading code is also applied in partially superposing the modulated symbols on several resource blocks. Furthermore, we analyzed the energy efficiency of proposed NOMM scheme and traditional M-QAM theoretically. It was also validated by simulation results that NOMM provides less power consumption than M-QAM modulation.
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采用非正交多路调制的聚合V2I通信提高能源效率
如今,由于自动驾驶技术和车载信息娱乐应用的兴起,车内通信的数据流量急剧增加。车辆和蜂窝基础设施之间的直接连接将带来巨大的信号开销和过度的能源消耗,特别是对于拥挤和快速移动的交通。为了提高能源效率,实现绿色组网,本文提出了一种结合VANET的高数据速率和5G的广覆盖范围的异构网络——5G车辆自组网(5GVANET)。在这种集成体系结构中,车辆被相应地集群,每个集群中选择一辆车辆作为网关来支持聚合流量。为了保证网关和基站之间中继链路的容量,本文提出了一种非正交复用调制(NOMM)方案,以有效地聚合车对基础设施(V2I)流量,进一步提高能源效率。NOMM将每个用户的数据流分成多层,同时进行调制。稀疏扩频编码也被用于在多个资源块上部分叠加调制符号。在此基础上,从理论上分析了提出的NOMM方案和传统的M-QAM方案的能效。仿真结果也验证了NOMM调制比M-QAM调制的功耗更低。
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