Near-Field Coherent Source Localization for Two Closely Located Sources

Near-field (NF) coherent source localization represents a significant importance in the field of signal processing. However, most current algorithms can’t be used to localize near-field coherent sources. In this paper, a near-field coherent source localization method that utilizes the focusing and alternating oblique projection (AOP) techniques for two closely located sources is proposed. Through the application of focusing technique, the NF signal model is approximated as a far-field model. Following this, spatial smoothing pre-processing (SSP) and estimation of signal parameters using rotational invariance techniques (ESPRIT) are employed to decorrelate and obtain coarse estimates. Subsequently, AOP technique is iteratively used to achieve fine estimation. Numerical and simulation results confirm the efficiency of the proposed method to localize NF sources.

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Published
2024-10-18
DOI
https://doi.org/10.1109/icct62411.2024.10946357
Primary Topic
Antenna Design and Optimization
Type
article
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Near-Field Coherent Source Localization for Two Closely Located Sources

Jingjing Pan, Huimin Pan, Yide Wang, Yu Ning et al.
Antenna Design and Optimization
article

Near-Field Coherent Source Localization for Two Closely Located Sources

Jingjing Pan, Huimin Pan, Yide Wang, Yu Ning, Shaohui Lv
article en

Abstract

Near-field (NF) coherent source localization represents a significant importance in the field of signal processing. However, most current algorithms can’t be used to localize near-field coherent sources. In this paper, a near-field coherent source localization method that utilizes the focusing and alternating oblique projection (AOP) techniques for two closely located sources is proposed. Through the application of focusing technique, the NF signal model is approximated as a far-field model. Following this, spatial smoothing pre-processing (SSP) and estimation of signal parameters using rotational invariance techniques (ESPRIT) are employed to decorrelate and obtain coarse estimates. Subsequently, AOP technique is iteratively used to achieve fine estimation. Numerical and simulation results confirm the efficiency of the proposed method to localize NF sources.

Centre National de la Recherche Scientifique (FR), Institut d'Électronique et des Technologies du numéRique (FR), Laboratoire des Sciences du Numérique de Nantes (FR), Nanjing University of Aeronautics and Astronautics (CN)
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Antenna Design and Optimization
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Near-Field Coherent Source Localization for Two Closely Located Sources — Jingjing Pan, Huimin Pan, et al. · (2024) | TGRS Research Map | TGRS