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Joint Estimation of Doppler Frequency and Directions in Channel Sounding Using Switched Tx and Rx Arrays

机译:使用切换TX和RX阵列的通道探测中多普勒频率和方向的联合估计

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To save hardware equipment and reduce the effort to calibrate the system, channel sounding with Tx and Rx antenna arrays is commonly performed in a time division multiplexing (TDM) mode where the array elements are successively switched. We refer to this technique as TDM-MIMO (multiple-input multiple-output) channel sounding. A recent study [1] shows that the ISI-SAGE algorithm [2], [3] applied in combination with TDM-MIMO channel sounding makes it possible to extend the Doppler frequency (DF) estimation range (DFER) by a factor at least equal to the product of the element numbers of the Tx and Rx arrays compared to the traditionally used DFER. The extension is significant when arrays with large element numbers are employed. In this paper we derive the signal model tor TDM-MIMO channel sounding and report analytical investigations showing that the above DFER extension requires selection of switching modes (SMs) tailored to the array characteristics. The SM of a switched array is the temporal order in which the array elements are switched. In fact, the traditionally used SMs of uniform linear and planar arrays where the elements are switched according to their natural spatial ordering prove to be inappropriate as they lead to an ambiguity in the joint estimation of DF and directions. We also introduce the concept of normalized side-lobe level (NSL) associated to the SM of a switched array. We show that minimizing the NSL is a sensible criterion for the identification of SM leading to DF and direction estimates with nearly optimum performance in terms of root mean square estimation error. Finally experimental investigations illustrate the impact of the SM of a uniform planar array on the behaviour of the DF and direction of arrival estimates computed with the ISI-SAGE algorithm.
机译:为了保存硬件设备并减少校准系统的努力,使用Tx和Rx天线阵列的通道听起来通常以时分复用(TDM)模式执行,其中阵列元件被连续切换。我们将此技术称为TDM-MIMO(多输入多输出)信道声音。最近的研究[1]示出了与TDM-MIMO信道探测相结合的ISI-SAGE算法[2],[3]使得可以至少将多普勒频率(DF)估计范围(DFF)延伸到一个因子与传统使用的晶板相比,等于TX和RX阵列的元素编号的乘积。当采用具有大元素数量的阵列时,扩展是显着的。在本文中,我们推出了信号模型TOR TDM-MIMO信道声音,并报告分析研究表明上述凹凸扩展需要选择为阵列特性定制的切换模式(SMS)。切换阵列的SM是切换阵列元件的时间顺序。事实上,传统上使用的SMS的均匀线性和平面阵列,其中元件根据它们的自然空间排序被证明是不合适的,因为它们导致了DF和方向的联合估计中的模糊性。我们还介绍了与交换阵列的SM相关的归一化侧瓣级(NSL)的概念。我们表明,最小化NSL是用于识别导致DF和方向估计的SM的明智标准,在根均线估计误差方面具有几乎最佳性能。最后的实验研究说明了均匀平面阵列的SM对DF的行为和到达的到达方向估计,估计与ISI-Sage算法计算。

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