CRB analysis of planar antenna arrays for optimizing near-field source localization

被引:31
作者
Delmas, Jean Pierre [1 ]
El Korso, Mohammed Nabil [2 ]
Gazzah, Houcem [3 ]
Castella, Marc [1 ]
机构
[1] Univ Paris Saclay, CNRS UMR 5157, Telecom SudParis, Evry, France
[2] Univ Paris Ouest Nanterre La Def, LEME Lab EA 4416, Nanterre, France
[3] Univ Sharjah, Dept Elect & Comp Engn, Sharjah 27272, U Arab Emirates
关键词
Cramer Rao bound (CRB); Near-field source localization; Azimuth; Elevation; Range; Planar antenna array; Sensor's position optimization; CRAMER-RAO BOUNDS; GLOBAL OPTIMIZATION; POLYNOMIALS; RESOLUTION;
D O I
10.1016/j.sigpro.2016.02.021
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper focuses on the Cramer Rao bound (CRB) of the azimuth, elevation and range with planar arrays for narrowband near-field source localization, using the exact expression of the time delay. Specifically, the aim of this paper is twofold. First, we derive explicit non-matrix closed-form expressions of approximations of these three CRBs. Second, we use these expressions to optimize near-field source localization. For deriving these expressions, we introduce conditions on the array geometry that allow us to decouple the azimuth, elevation and range parameters to a certain order in lambda/r (in which lambda and r denote the wavelength and the range, respectively). A particular attention is given to the popular array configurations which are the concentric uniform circular-based arrays, cross and square-based centro-symmetric arrays which satisfy these conditions. In order to control directions of arrivals (DOA) ambiguity, we propose a new criterion, which allows us to design non-uniform square [resp., cross] -based centro-symmetric array configurations with improved near-field range estimation capabilities without deteriorating the DOA precisions w.r.t uniform square [resp., cross] -based arrays. Finally, we specify the accuracy of our proposed approximated CRBs' expressions and isotropy's conditions w.r.t. the range and the number of sensors. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:117 / 134
页数:18
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