Angle of Arrival Estimation in Indoor Environment Using Machine Learning

Avsha Alteneiji,Ubaid Ahmad,Kin Poon,Nazar Ali,Nawaf Almoosa

2021 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)（2021）

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摘要

Many localization techniques have been developed over the past decades. Angle of Arrival (AoA) is one of the most common techniques due to its high accuracy. In this paper, an AoA estimation framework for a multipath radio environment is proposed. A Convolutional Neural Network (CNN), which is a part of Deep Learning (DL), is employed to learn the mapping between the eigenvectors of the spatial co...

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关键词

Deep learning,Location awareness,Machine learning algorithms,Simulation,Estimation,Pattern classification,Multiple signal classification

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