Channel estimation for backscatter communication systems with retrodirective arrays

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Yunping Mu, Chaochao Yao, Dian Fan, Yongjun Xu, Gongpu Wang, Marjan Milošević, Bo Ai
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引用次数: 0

Abstract

Backscatter communications, which originated from World War II, have been widely applied in the logistics domain, and recently attract emerging interest from both academic and industrial circles. Here, the backscatter communication systems equipped with retrodirective arrays that can re-transmit the impinging signals back toward the direction of incidence are studied so as to reduce the power loss of the signals. Specifically, the authors consider the tag is equipped with retrodirective arrays to improve reliability and enhance communication range. The probability density function of channel coefficients is then derived. Next, a channel estimator based on Bayesian theory is proposed to acquire the modulus values of channel parameters and calculate its Bayesian Cramer–Rao Lower Bound. Finally, simulation results are provided to corroborate these theoretical studies.

Abstract Image

采用反向定向阵列的后向散射通信系统的信道估计
后向散射通信起源于第二次世界大战,已广泛应用于物流领域,最近正引起学术界和工业界的兴趣。本文研究了配备逆向阵列的反向散射通信系统,该阵列可将入射信号重新向入射方向传输,以减少信号的功率损耗。具体来说,作者认为标签配备逆向阵列可提高可靠性并增强通信范围。然后得出了信道系数的概率密度函数。接着,作者提出了一种基于贝叶斯理论的信道估计器,用于获取信道参数的模值,并计算其贝叶斯克拉默-拉奥下限(Bayesian Cramer-Rao Lower Bound)。最后,还提供了仿真结果来证实这些理论研究。
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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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