Centimeter-Precise UWB Ranging Under Complex Urban Multipath Conditions

Solving non-line-of-sight (NLOS) signal attenuation and phase ambiguity when vehicles track pedestrians obscured by parked obstacles.

Machine Learning NLOS Classification

Neural networks analyze the rise-time and skewness of the received UWB pulse, identifying whether the signal passed through a vehicle door or traveled freely.

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