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Blind adaptive multiuser detection for uplink long-code CDMA systems

机译:上行长码CDMA系统的盲自适应多用户检测

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In the uplink of a long-code CDMA system, base station knows spreading codes of all serviced users. Given propagation delays, a blind adaptive CMA-based approach, with the aid of a set of MMSE-like constraints parameterized by channel-like vectors, is proposed to detect all users' symbols simultaneously. As by-products, the channel-like vectors are also obtained for all users. Since the constraints involve covariance of the received data, which is time varying and can not be obtained by traditional sample average, we thus propose to approximate it using estimated signature matrix and noise power. Simulation results show satisfactory performance of the proposed method.
机译:在长码CDMA系统的上行链路中,基站知道所有服务用户的扩展码。在给定传播延迟的情况下,提出了一种基于盲自适应CMA的方法,借助于由类信道向量参数化的一组MMSE类约束,可以同时检测所有用户的符号。作为副产品,还为所有用户获得了类似通道的矢量。由于约束条件涉及接收到的数据的协方差,该协方差是随时间变化的并且不能通过传统的样本平均值获得,因此我们建议使用估计的签名矩阵和噪声功率对其进行近似。仿真结果表明,该方法具有令人满意的性能。

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