Experimental multiuser mobile optical communication using compressive sensing

Javier Perez-Ramirez, E. Curry, D. Borah, J. M. Hinojo
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引用次数: 7

Abstract

This paper presents a multiuser mobile optical wireless communication system that uses a single digital camera to receive signals transmitted by multiple users using light-emitting diode (LED) arrays. The key idea is to sample only the engaged camera pixels affected by the signals from the users. Toward this aim, image frames received during an acquisition phase are used to estimate the signal support of the users in the image plane using the orthogonal matching pursuit (OMP) algorithm in a compressed sensing framework. The detected signal support is then clustered and tracked using Kalman Filters. Both numerical methods and hardware experiments are used to validate the algorithms. The proposed system is found to provide excellent performance even for users with weak transmitted signals.
基于压缩感知的实验性多用户移动光通信
本文提出了一种多用户移动无线光通信系统,该系统使用单个数字摄像机接收由多个用户使用发光二极管(LED)阵列传输的信号。关键思想是只采样受用户信号影响的相机像素。为此,采用压缩感知框架中的正交匹配追踪(OMP)算法,利用采集阶段接收到的图像帧来估计用户在图像平面上的信号支持度。然后使用卡尔曼滤波器对检测到的信号支持进行聚类和跟踪。通过数值方法和硬件实验对算法进行了验证。结果表明,该系统即使在传输信号较弱的情况下也能提供良好的性能。
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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