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作 者:ZHANG Yong HE Peiyu PAN Fan
机构地区:[1]School of Electronics and Information Engineering,Sichuan University,Chengdu 610061,China
出 处:《Chinese Journal of Electronics》2017年第6期1302-1307,共6页电子学报(英文版)
基 金:supported by the National Natural Science Foundation of China(No.61071159)
摘 要:Usually source localization using sensor networks requires many sensors to localize a few number of sources, and it is still very troublesome to deal with coherent sources. When the three-dimensional(3-D) space are considered, the localization will become more difficult.A new approach is proposed to localize 3-D wideband coherent sources based on distributed sensor network, which consists of two nodes and each node contains only two sensors. Direction-of-arrival(DOA) estimation is performed at each node by employing a new noise subspace proposed.Combining the pattern matching idea and the prior geometrical information of sources, a cost function is constructed to estimate the rough positions. A rotational projection algorithm is proposed to estimate the heights of sources and correct the rough positions, and consequently the localization of 3-D sources could be achieved. Numerical examples are provided to demonstrate the effectiveness of this approach.Usually source localization using sensor networks requires many sensors to localize a few number of sources, and it is still very troublesome to deal with coherent sources. When the three-dimensional(3-D) space are considered, the localization will become more difficult.A new approach is proposed to localize 3-D wideband coherent sources based on distributed sensor network, which consists of two nodes and each node contains only two sensors. Direction-of-arrival(DOA) estimation is performed at each node by employing a new noise subspace proposed.Combining the pattern matching idea and the prior geometrical information of sources, a cost function is constructed to estimate the rough positions. A rotational projection algorithm is proposed to estimate the heights of sources and correct the rough positions, and consequently the localization of 3-D sources could be achieved. Numerical examples are provided to demonstrate the effectiveness of this approach.
关 键 词:Part principal angle free(P2AF) subspace Wideband coherent DOA Sensor network 3-D localization
分 类 号:TP212.9[自动化与计算机技术—检测技术与自动化装置]
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