基于卡尔曼滤波的异步DS-CDMA空时接收机

Kun Wang, H. Ge
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引用次数: 1

摘要

提出了一种基于卡尔曼滤波的空时(S-T)接收机。通过将异步CDMA系统建模为一阶状态空间模型,递归得到有限长度线性最小均方误差(LMMSE)接收机,该接收机在所有线性滤波器中具有最佳的多址干扰消除效果。进一步的干扰抑制由空间波束形成器提供。该接收机克服了传统联合S-T RAKE接收机存在的近距离问题。仿真结果表明,基于卡尔曼滤波的S-T接收机明显优于传统的联合S-T RAKE接收机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A space-time receiver for asynchronous DS-CDMA systems based on Kalman filter
A new Kalman filter based space-time (S-T) receiver is proposed in this paper. By modeling an asynchronous CDMA system as a first-order state-space model, we can recursively obtain the finite-length linear minimum mean square error (LMMSE) receiver, which provides the best multiple access interference (MAI) cancellation among all the linear filters. Further interference suppression is provided by the spatial beam-former. The proposed receiver overcomes the near-far problem existing in the conventional joint S-T RAKE receiver. Simulation results demonstrate that the proposed Kalman filter based S-T receiver significantly outperforms the conventional joint S-T RAKE receiver.
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