Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management

16 January 2018

Papers citing "Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management"

15 / 15 papers shown

Title
Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning Hao Qin Zhaozhou Wu Xingqi Zhang 16 0 0 31 Aug 2023
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning Alireza Shamsoshoara Fatemeh Lotfi Sajad Mousavi Fatemeh Afghah Ismail Güvenç 44 10 0 15 Jun 2023
Communication and Control in Collaborative UAVs: Recent Advances and Future Trends Shumaila Javaid Nasir Saeed Zakria Qadir Hamza Fahim Bin He Haoze Song Muhammad Bilal 31 93 0 23 Feb 2023
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks Soohyun Park C. Park Soyi Jung Jae-Hyun Kim Joongheon Kim 19 6 0 18 Jan 2023
Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle Xiaoyu Dai K. Ota M. Dong 16 3 0 15 Feb 2022
Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning Ran Zhang Duc Minh Nguyen Nguyen Miao Wang L. Cai Xuemin X. Shen 11 3 0 25 Aug 2021
Learning-Based UAV Trajectory Optimization with Collision Avoidance and Connectivity Constraints Xueyuan Wang M. C. Gursoy 17 19 0 03 Apr 2021
Edge Computing Assisted Autonomous Flight for UAV: Synergies between Vision and Communications Quan Chen Hai Zhu Lei Yang Xiaoqian Chen S. Pollin E. Vinogradov 14 30 0 10 Dec 2020
Artificial Intelligence for UAV-enabled Wireless Networks: A Survey Mohamed-Amine Lahmeri Mustafa A. Kishk Mohamed-Slim Alouini 31 102 0 24 Sep 2020
A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support Yun Chen Xingqin Lin T. Khan Mohammad Mozaffari 19 7 0 11 May 2020
Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning Yong Zeng Xiaoli Xu Shi Jin Rui Zhang 9 164 0 17 Mar 2020
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory Hamid Shiri Jihong Park M. Bennis 12 77 0 09 Mar 2020
Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine Weisi Guo 32 40 0 11 Nov 2019
Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges Lei Lei Yue Tan Kan Zheng Shiwen Liu K. Zheng Xuemin Shen Shen OffRL 21 202 0 22 Jul 2019
Path Design for Cellular-Connected UAV with Reinforcement Learning Yong Zeng Xiaoli Xu 8 54 0 09 May 2019