论文标题

启用NOMA的反向散射通信,用于汽车行业的绿色运输5.0

NOMA-enabled Backscatter Communications for Green Transportation in Automotive-Industry 5.0

论文作者

Khan, Wali Ullah, Ihsan, Asim, Nguyen, Tu N., Ali, Zain, Javed, Muhammad Awais

论文摘要

Automotive-Industry 5.0将使用新兴的6G通信提供在各种船上传感器,车辆和其他智能运输系统(ITS)实体之间提供稳健,计算智能和节能的数据共享。非正交多访问(NOMA)和反向散射通信是6G通信的两种关键技术,可增强光谱和能源效率。在本文中,我们提供了绿色运输的介绍,并讨论了在汽车行业5.0中使用反向散射通信和NOMA的优势。我们还简要回顾了Noma授权的反向散射通信领域的最新工作。我们讨论了启用了NOMA的6G车辆网络中反向散射通信的不同用例。我们还提出了一个多细胞优化框架,以最大程度地提高支持反向散射的Noma车辆网络的能源效率。特别是,我们共同优化了路边单元的发射功率和每个单元格中反向散射设备的反射系数,并考虑了几个实际的约束。能源效率的问题被提出为非概念,很难直接解决。因此,首先,我们采用丁克尔巴赫方法将目标函数转换为减法函数,然后将问题分解为两个子问题。其次,我们采用双重理论和KKT条件来获得有效的解决方案。最后,我们重点介绍了与6G车辆网络中支持NOMA的反向散射通信有关的一些开放问题和未来的研究机会。

Automotive-Industry 5.0 will use emerging 6G communications to provide robust, computationally intelligent, and energy-efficient data sharing among various onboard sensors, vehicles, and other Intelligent Transportation System (ITS) entities. Non-Orthogonal Multiple Access (NOMA) and backscatter communications are two key techniques of 6G communications for enhanced spectrum and energy efficiency. In this paper, we provide an introduction to green transportation and also discuss the advantages of using backscatter communications and NOMA in Automotive Industry 5.0. We also briefly review the recent work in the area of NOMA empowered backscatter communications. We discuss different use cases of backscatter communications in NOMA-enabled 6G vehicular networks. We also propose a multi-cell optimization framework to maximize the energy efficiency of the backscatter-enabled NOMA vehicular network. In particular, we jointly optimize the transmit power of the roadside unit and the reflection coefficient of the backscatter device in each cell, where several practical constraints are also taken into account. The problem of energy efficiency is formulated as nonconvex which is hard to solve directly. Thus, first, we adopt the Dinkelbach method to transform the objective function into a subtractive one, then we decouple the problem into two subproblems. Second, we employ dual theory and KKT conditions to obtain efficient solutions. Finally, we highlight some open issues and future research opportunities related to NOMA-enabled backscatter communications in 6G vehicular networks.

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