T. Pedersen, C. Pedersen, X. Yin, B. Fleury, R. Pedersen, B. Bozinovska, A. Hviid, P. Jourdan, A. Stucki
{"title":"Joint estimation of Doppler frequency and directions in channel sounding using switched Tx and Rx arrays","authors":"T. Pedersen, C. Pedersen, X. Yin, B. Fleury, R. Pedersen, B. Bozinovska, A. Hviid, P. Jourdan, A. Stucki","doi":"10.1109/GLOCOM.2004.1378429","DOIUrl":null,"url":null,"abstract":"To save hardware and reduce the effort to calibrate the system, channel sounding with Tx and Rx antenna arrays is commonly performed in TDM mode where the array elements are successively switched. We refer to this technique as TDM-MIMO channel sounding. The ISI-SAGE algorithm (Fleury, B.H. et al., 2003; Yin, X. et al., 2003), applied in combination with TDM-MIMO channel sounding, makes it possible to extend the Doppler frequency estimation range (DFER) (Yin, X. et al., 2003). The extension is significant when arrays with large element numbers are employed. We derive the signal model for TDM-MIMO channel sounding and report analytical investigations showing that this 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 sidelobe 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.","PeriodicalId":162046,"journal":{"name":"IEEE Global Telecommunications Conference, 2004. GLOBECOM '04.","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"18","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Global Telecommunications Conference, 2004. GLOBECOM '04.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GLOCOM.2004.1378429","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 18
Abstract
To save hardware and reduce the effort to calibrate the system, channel sounding with Tx and Rx antenna arrays is commonly performed in TDM mode where the array elements are successively switched. We refer to this technique as TDM-MIMO channel sounding. The ISI-SAGE algorithm (Fleury, B.H. et al., 2003; Yin, X. et al., 2003), applied in combination with TDM-MIMO channel sounding, makes it possible to extend the Doppler frequency estimation range (DFER) (Yin, X. et al., 2003). The extension is significant when arrays with large element numbers are employed. We derive the signal model for TDM-MIMO channel sounding and report analytical investigations showing that this 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 sidelobe 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.
为了节省硬件和减少校准系统的工作量,使用Tx和Rx天线阵列进行通道探测通常在TDM模式下进行,其中阵列元素依次切换。我们把这种技术称为TDM-MIMO信道测深。ISI-SAGE算法(Fleury, B.H. et al., 2003;Yin, X. et al., 2003),与TDM-MIMO信道测深结合使用,可以延长多普勒频率估计范围(DFER) (Yin, X. et al., 2003)。当使用元素数较大的数组时,扩展很重要。我们推导了TDM-MIMO信道探测的信号模型,并报告了分析调查,表明这种DFER扩展需要选择适合阵列特性的切换模式(SMs)。交换数组的SM是数组元素交换的时间顺序。事实上,传统上使用的均匀线性和平面阵列的SMs,其中元素根据其自然空间顺序切换,被证明是不合适的,因为它们导致DF和方向的联合估计的模糊性。我们还介绍了与开关阵列的SM相关的归一化旁瓣电平(NSL)的概念。我们表明最小化NSL是识别SM的一个合理准则,导致DF和方向估计在均方根估计误差方面具有接近最佳的性能。最后,实验研究说明了均匀平面阵列的SM对用ISI-SAGE算法计算的DF行为和到达方向估计的影响。