Determining the Direction of Radio Wave Reception for Maximum Radiation Using Genetic Algorithm and RF to DC Conversion Efficiency Analysis

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
S. Hosseini, Changiz Ghobadi, Javad Nourinia, M. Shokri
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Abstract

Analyzing the amount of energy received from radio waves can be effective in routing radio wave radiation. In this study, a new plan for routing radio transmitters is presented using an algorithm compatible with radio frequency energy harvesting (RFEH). The proposed algorithm is based on the genetic algorithm (GA), and the output voltage of the wireless energy harvesting system (rectenna) is the observation parameter. The algorithm first samples the environment around the receiving antenna on the azimuth axis and then on the elevation axis. Algorithm simulations for energy received from one transmitter and several transmitters have been done in Matlab. In an innovation, using the HPBW angle in the GA creates a population for initial sampling dependent on the receiver antenna. The HPBW parameter of the receiver antenna in the proposed scheme is essential in determining the number of primary samplings. The analysis of the proposed algorithm for HPBW < 45 can increase the number of samplings and improve the routing accuracy with the least iteration. In this study, the signal radiation path can be estimated by knowing the available radio frequency, without the need for other transmitted signal information, and with a simple design.

Abstract Image

利用遗传算法和射频-直流转换效率分析确定最大辐射的无线电波接收方向
分析从无线电波接收的能量可以有效地确定无线电波辐射的路径。在这项研究中,提出了一种新的无线电发射机路由方案,该方案使用与射频能量收集(RFEH)兼容的算法。该算法基于遗传算法(GA),以无线能量收集系统(整流天线)的输出电压为观测参数。该算法首先在方位轴上对接收天线周围的环境进行采样,然后在仰角轴上进行采样。在Matlab中对从一个发射机和多个发射机接收的能量进行了算法仿真。在一项创新中,在遗传算法中使用HPBW角度创建依赖于接收天线的初始采样人口。在该方案中,接收机天线的高频波峰参数对于确定一次采样次数至关重要。对HPBW <; 45算法的分析表明,该算法能够以最少的迭代次数增加采样次数,提高路由精度。在本研究中,通过知道可用的射频就可以估计信号的辐射路径,不需要其他传输信号信息,设计简单。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.10
自引率
0.00%
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0
审稿时长
19 weeks
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