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METHOD AND APPARATUS FOR ENHANCED CHANNEL ESTIMATION USING MATCHING PURSUIT AND ADAPTIVE CLUSTER TRACKING

机译:匹配追踪和自适应聚类跟踪的增强信道估计方法和装置

摘要

Apparatus and methods for channel estimation include determining two streams corresponding to odd and even samples of a received signal that is sampled at a first chip rate, performing least squares successive interference cancellation on each of the two streams to obtain odd and even raw channel estimates, interlacing the odd and even raw channel estimates to obtain interlaced channel estimates, interpolating additional samples in the interlaced channel estimates to create higher chip rate channel estimates, identifying a first set of tap positions based on the higher chip rate channel estimates, applying matching pursuit to the first set of tap positions to identify a second set of tap positions, wherein the second set of tap positions includes fewer tap positions than the first set of tap positions, and determining a third set of tap positions by clustering each tap position included in the second set of tap positions.
机译:用于信道估计的装置和方法包括:确定与以第一码片速率采样的接收信号的奇数和偶数样本相对应的两个流;对两个流中的每一个执行最小二乘连续干扰消除,以获得奇数和偶数原始信道估计;对奇数和偶数原始信道估计值进行隔行扫描以获得隔行信道估计值,对隔行信道估计中的其他样本进行插值以创建更高的码片速率信道估计值,并根据更高的码片速率信道估计值确定第一组抽头位置,并将匹配追踪应用于所述第一组抽头位置标识第二组抽头位置,其中所述第二组抽头位置包括比所述第一组抽头位置更少的抽头位置,并且通过将包括在所述抽头位置中的每个抽头位置聚类来确定第三组抽头位置。第二组抽头位置。

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