Search Results for author: Sudhanshu Arya

Found 3 papers, 0 papers with code

Quantum-Assisted Adaptive Beamforming in UASs Network: Enhancing Airborne Communication via Collaborative UASs for NextG IoT

no code implementations26 Jan 2024 Sudhanshu Arya, Ying Wang

Hovering creates significant beam path distortions, impacting the reliability and quality of distributed beamforming in airborne networks.

From Ambiguity to Explicitness: NLP-Assisted 5G Specification Abstraction for Formal Analysis

no code implementations7 Aug 2023 Shiyu Yuan, Jingda Yang, Sudhanshu Arya, Carlo Lipizzi, Ying Wang

Our work is proof of concept for an efficient procedure in performing formal analysis for largescale complicate specification and protocol analysis, especially for 5G and nextG communications.

valid

Distributed 3D-Beam Reforming for Hovering-Tolerant UAVs Communication over Coexistence: A Deep-Q Learning for Intelligent Space-Air-Ground Integrated Networks

no code implementations18 Jul 2023 Sudhanshu Arya, Yifeng Peng, Jingda Yang, Ying Wang

By augmenting the system with the impairments due to hovering and rotational motion, we show that the proposed DQN algorithm can reform the beam in real-time with negligible error.

Q-Learning Reinforcement Learning (RL)

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