IEICE Transactions on Communications
Online ISSN : 1745-1345
Print ISSN : 0916-8516

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Accurate Source-Number Estimation Using Denoising Preprocessing and Singular Value Decomposition
Shohei HAMADAKoichi ICHIGEKatsuhisa KASHIWAGINobuya ARAKAWARyo SAITO
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JOURNAL RESTRICTED ACCESS Advance online publication

Article ID: 2021ISP0003

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Abstract

This paper proposes two accurate source-number estimation methods for array antennas and multi-input multi-output radar. Direction of arrival (DOA) estimation is important in high-speed wireless communication and radar imaging. Most representative DOA estimation methods require the source-number information in advance and often fail to estimate DOAs in severe environments such as those having low signal-to-noise ratio or large transmission-power difference. Received signals are often bandlimited or narrowband signals, so the proposed methods first involves denoising preprocessing by removing undesired components then comparing the original and denoised signal information. The performances of the proposed methods were evaluated through computer simulations.

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© 2021 The Institute of Electronics, Information and Communication Engineers
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