基于快速线性Toeplitz系统解算器的LTE下行系统快速信道估计技术

Abdelhakim Khlifi, R. Bouallègue
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引用次数: 2

摘要

LTE被定义为提供高数据速率的4G一代网络。信道估计是无线系统概念中的一个重要问题。经典的LMMSE信道估计技术需要O(N3)个浮动操作和O(N2)个内存位置(N是信道自相关的大小)。本文针对可重构类柯西结构的线性Toeplitz系统,提出了基于快速求解器的LTE快速信道估计技术。提出的快速算法只需要O(N2)个浮点运算和O(N)个内存位置。通过蒙特卡罗MATLAB仿真验证了所提快速算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast channel estimation techniques for LTE downlink systems based on fast linear Toeplitz system solver
LTE is defined as the 4G generation network providing high data rates. Channel estimation is important in the wireless system conception. Classical LMMSE channel estimation techniques require O(N3) floating operations and O(N2) memory locations (N is the size of the channel autocorrelation). In this paper, we propose fast channel estimation techniques for LTE based on fast solver for linear Toeplitz system with reconstructible Cauchy-like structure. Proposed fast algorithms require only O(N2) floating operations and O(N) memory locations. Performances of proposed fast algorithms are verified via Monte-Carlo MATLAB simulations.
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