no code implementations • 23 Apr 2024 • Jonathan Richard Shewchuk, Sagnik Bhattacharya
We characterize the geometry and topology of the set of all weight vectors for which a linear neural network computes the same linear transformation $W$.
no code implementations • 22 Feb 2024 • Junyoung Choi, Sagnik Bhattacharya, Joohyun Lee
DynaPose is based on line-of-sight (LOS) and non-LOS (NLOS) classification using deep learning for anchor selection and pose prediction.
no code implementations • 16 Feb 2024 • Sagnik Bhattacharya, Junyoung Choi, Joohyun Lee
In this paper, we propose and implement a novel low-power channel-aware dynamic frequency DL-TDOA ranging algorithm.
no code implementations • 13 Feb 2024 • Junyoung Choi, Sagnik Bhattacharya
As commercial interest in proximity services increased, the development of various wireless localization techniques was promoted.