Effect of Approximate Planar Wavefront on Far-Field Direction Finding

被引:4
作者
He, Jin [1 ]
Shu, Ting [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai Key Lab Intelligent Sensing & Recognit, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Data models; Mathematical models; Multiple signal classification; Approximation algorithms; Numerical models; Sensor arrays; Estimation; Direction-finding; sensor array processing; model mismatch; spherical wavefront; planar wavefront; OF-ARRIVAL ESTIMATION; MASSIVE MIMO; ARRAYS; LOCALIZATION;
D O I
10.1109/LCOMM.2021.3133542
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Existing sensor array direction-finding algorithms in the open literature simplify the far-field source wavefront as exactly planar in order to facilitate the algorithmic development. In fact, since the wavefront of a point emitter is necessarily spherical, this planar wavefront assumption should actually be approximate, especially for large-scale arrays. Mismatch between the actual and approximate propagation models would introduce a non-random bias on the performance of the direction-finding algorithms. This non-random bias is inevitable due to the mismatch between the algorithm's presumptions and the data it actually processes. This work derives the mathematical expression of this non-random bias, along with several qualitative analyses. The analysis is carried out using the Taylor-series expansion. Also, the effect of the model mismatch on direction-finding algorithms is evaluated numerically.
引用
收藏
页码:657 / 661
页数:5
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