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Joint optimization for ambient backscatter communication system with energy harvesting for IoT

机译:通过物联网能量收集对环境后向散射通信系统进行联合优化

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摘要

For the ambient backscatter communication system, a joint optimization algorithm based on the energy efficiency maximization criterion was proposed in this paper by designing a two-hop wireless information and energy transmission scheme. The source side of this system was configured with multiple antennas and employed Max Ratio Transmission (MRT) precoding method. The relay node (hot spots or tag node) utilized the power split approach to transmit information and harvest energy. In allusion to the established transmission system with large scale nodes, a joint optimization algorithm was applied to the number of source antennas, the transmission power and power splitting factor to obtain the maximum energy efficiency of the system. Using the high SNR approximation method transformed the non-convex into convex to solve the non-convex problem in the optimization target. The optimal solution of joint optimization for transmit power, antennas' number and power splitting factor was derived by using Lambert function function. Finally, the simulation results show that the proposed joint design achieves significant energy efficiency gain as compared to other optimized schemes.
机译:针对环境后向散射通信系统,通过设计一种两跳无线信息和能量传输方案,提出了一种基于能效最大化准则的联合优化算法。该系统的源端配置了多个天线,并采用了最大比率传输(MRT)预编码方法。中继节点(热点或标签节点)利用功率分配方法来传输信息并收集能量。针对已建立的具有大规模节点的传输系统,将联合优化算法应用于源天线的数量,传输功率和功率分配因子,以获得系统的最大能量效率。采用高信噪比近似法将非凸面转化为凸面,解决了优化目标中的非凸面问题。利用兰伯特函数函数推导了联合优化的发射功率,天线数和功率分配因子的最优解。最后,仿真结果表明,与其他优化方案相比,所提出的联合设计可显着提高能效。

著录项

  • 来源
    《Mechanical systems and signal processing》 |2020年第1期|106412.1-106412.10|共10页
  • 作者单位

    School of Information Engineering Henan University of Science and Technology China School of Aeronautics and Astronautics University of Electronic Science and Technology of China China;

    School of Information Engineering Henan University of Science and Technology China;

    School of Forestry Henan University of Science and Technology China;

    Luoyang Optoelectro Technology Development Center China;

    School of Information Engineering Henan University of Science and Technology China School of Information Science and Engineering Southeast University China;

    School of Aeronautics and Astronautics University of Electronic Science and Technology of China China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Ambient backscatter; Energy efficiency; Joint optimization; Convex optimization;

    机译:环境反向散射;能源效率;联合优化;凸优化;

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