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Author

Cheekiat Seow

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Sep 2026

PL-MIND: Physics-Informed Liquid Neural Networks for Multichannel Identification of NLOS Dynamics in Indoor Positioning

Ultra-Wideband (UWB) indoor positioning suffers severe accuracy degradation under Non-Line-of-Sight (NLOS) conditions, where reflected signals introduce positive ranging bias. Existing deep learning approaches treat the Channel Impulse Response (CIR) as a discrete sequence, creating a representational mismatch with the...

Jonathan Jing Chuan Lim, Cheekiat Seow, N. Abhishek · 0 citations

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