Search Results for author: Sagnik Bhattacharya

Found 4 papers, 0 papers with code

The Geometry of the Set of Equivalent Linear Neural Networks

no code implementations23 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 $W$.

Dynamic Anchor Selection and Real-Time Pose Prediction for Ultra-wideband Tagless Gate

no code implementations22 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.

Pose Prediction

Power-Efficient Indoor Localization Using Adaptive Channel-aware Ultra-wideband DL-TDOA

no code implementations16 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.

Indoor Localization

Deep Learning-based Real-time Smartphone Pose Detection for Ultra-wideband Tagless Gate

no code implementations13 Feb 2024 Junyoung Choi, Sagnik Bhattacharya

As commercial interest in proximity services increased, the development of various wireless localization techniques was promoted.

Cannot find the paper you are looking for? You can Submit a new open access paper.