环境后向散射通信联合信道估计、干扰消除和数据检测

D. Darsena, G. Gelli, F. Verde
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引用次数: 16

摘要

本文讨论了环境后向散射通信的联合信道估计、干扰抑制和数据检测问题,其中小型设备通过反射传统正交频分复用接入点(AP)发出的射频信号来调制其信息。特别地,我们研究了当反向散射信息的预期接收者集成到AP中时的情况。所提出的技术依赖于空间交替广义期望最大化算法,迭代地检测反向散射符号,同时并行更新信道参数,从而使接收器也具有干扰消除能力。通过蒙特卡罗仿真对其性能进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Channel Estimation, Interference Cancellation, and Data Detection for Ambient Backscatter Communications
This paper deals with the problem of joint channel estimation, interference suppression, and data detection for ambient backscatter communications, where a small device modulates its information by reflecting the radio-frequency signals emitted by a legacy orthogonal frequency-division multiplexing access point (AP). In particular, we study the case when the intended recipient of the backscatter information is integrated into the AP. The proposed technique, which relies on the space alternating generalized expectation maximization algorithm, detects the backscatter symbols iteratively, while the channel parameters are updated in parallel, leading to a receiver that also incorporates interference cancellation capabilities. Its performance is evaluated through Monte Carlo simulations.
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