Bluetooth Direction Finding using Recurrent Neural Network
2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN)(2021)
Abstract
Multipath propagation in an indoor environment has a detrimental impact on the performance of Angle of Arrival (AoA) estimation methods due to the existence of obstacles introducing reflections and scattering. This paper proposes a new architecture for AoA estimation, utilizing a robust and fast signal processing algorithm and a small Recurrent Neural Network (RNN) to improve performance by consid...
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Key words
Recurrent neural networks,Embedded systems,Bluetooth,Time series analysis,Estimation,Signal processing algorithms,Scattering
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