Search Results for author: Yuanjian Li

Found 3 papers, 0 papers with code

Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay

no code implementations30 Aug 2021 Yuanjian Li, A. Hamid Aghvami, Daoyi Dong

In cellular-connected unmanned aerial vehicle (UAV) network, a minimization problem on the weighted sum of time cost and expected outage duration is considered.

Radio Resource Management for Cellular-Connected UAV: A Learning Approach

no code implementations25 Feb 2021 Yuanjian Li, A. Hamid Aghvami

Integrating unmanned aerial vehicles (UAVs) into existing cellular networks encounters lots of challenges, among which one of the most striking concerns is how to achieve harmonious coexistence of aerial transceivers, inter alia, UAVs, and terrestrial user equipments (UEs).

Management

Intelligent Trajectory Planning in UAV-mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective

no code implementations27 Jul 2020 Yuanjian Li, A. Hamid Aghvami, Daoyi Dong

In this paper, we consider a wireless uplink transmission scenario in which an unmanned aerial vehicle (UAV) serves as an aerial base station collecting data from ground users.

reinforcement-learning Reinforcement Learning (RL) +1

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