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Bing Jia

4 accepted papers

2024

SCRN: A Spectrogram Convolutional Recurrent Network for AoA Estimation Using Bluetooth 5

ICASSP 2024accepted

Bluetooth 5 employs Constant Tone Extension (CTE) signals to simulate arrival times of a common signal at multiple antennas, but incurs limited accuracy due to inevitable frequency offsets caused by Gaussian frequency shift keying (GFSK) and time offsets caused by antenna switching. To address this…

Cited by 0SourceScholar
2019

Online Radio Map Update Based on a Marginalized Particle Gaussian Process

ICASSP 2019accepted

In this paper, a novel scheme is reported to adapt radio maps to environmental dynamics in an online fashion by combining crowdsourcing and gaussian process regression (GPR). Specifically, a Marginalized Particle Gaussian Process (MPGP) is adopted to recursively fuse crowdsourced fingerprints with a…

Cited by 0SourceScholar