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Modeling of Visible Light Channel based on Matrix Reconstruction

机译:基于矩阵重建的可见光通道建模

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Visible light channel modeling is one of the key technologies in visible light communication researches. But traditional Modified Monte Carlo Algorithm and Photon Tracing Algorithm still exist the problem of nesting too many times for visible light channel modeling, which leads to large computational complexity, so the system will take up too much computing resources. To solve this problem, we present the visible light channel modeling based on matrix reconstruction, which can simulate multiple diffuse reflection channel response in the case of low complexity. The simulation results show that the matrix reconstruction method can significantly reduce computational complexity comparing with the traditional modeling methods when the number of diffuse reflection increases. Meanwhile, the high modeling accuracy is guaranteed when the simulation time is shortened.
机译:可见光通道建模是可见光通信研究中的关键技术之一。但传统的修改蒙特卡罗算法和光子跟踪算法仍然存在对于可见光通道建模的多次嵌套的问题,这导致了大的计算复杂性,因此系统将占用太多计算资源。为了解决这个问题,我们介绍了基于矩阵重建的可见光通道建模,其可以在低复杂性的情况下模拟多个漫反射信道响应。仿真结果表明,当漫反射的数量增加时,矩阵重建方法可以显着降低与传统建模方法的计算复杂性。同时,在缩短模拟时间时,保证了高建模精度。

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