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Joint detection for UMTS: complexity and alternative solutions

机译:UMTS的联合检测:复杂性和替代解决方案

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Joint detection within TD/CDMA multiple access scheme for UMTS is a good technique to reduce both inter-symbol and multiple access interference. But even the simplest algorithm (ZF-BLE) leads to more than 100 Million Operations Per Second in somecases at the mobile station, even for low rate services. As most of the complexity (70%) comes from the resolution of the linear system, two alternative solutions to decrease this complexity are presented within this paper: first, an approximation basedon the convergence of the Cholesky decomposition performed within ZF-BLE is described. This method is a direct consequence of the block-Toeplitz structure of the linear system matrix; a compromise between complexity and performance has to be chosen. Thenthe idea of leaving the block treatment and replacing it with filtering is studied. Indeed, by inverting one row of a small part of the matrix equation, a filter for each CDMA code shall be constructed. The optimal length for the filters is discussed: the best result is obtained when taking into account samples which contribute efficiently to the estimated data.
机译:用于UMTS的TD / CDMA多访问方案内的联合检测是减少符号间和多次访问干扰的良好技术。即使是最简单的算法(ZF-BLE)在移动台的SOMECASES中导致每秒超过1亿个操作,即使是低速率服务。由于大多数复杂性(70%)来自线性系统的分辨率,在本文中呈现了两种可减少这种复杂性的替代解决方案:首先,描述基于ZF-BLE中执行的Cholesky分解的收敛的近似。该方法是线性系统矩阵的嵌段嵌段结构的直接结果;必须选择复杂性和性能之间的折衷。研究了将块处理和用过滤更换块处理和替换它的想法。实际上,通过反转矩阵方程的一小部分的一行,应构建每个CDMA代码的过滤器。讨论了过滤器的最佳长度:考虑到有效地贡献到估计数据的样本时,获得了最佳结果。

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