Deep Reinforcement Learning for AoI Minimization in UAV-Aided Data Collection for WSN and IoT Applications: A Survey-Reference-Cited by-同舟云学术

Deep Reinforcement Learning for AoI Minimization in UAV-Aided Data Collection for WSN and IoT Applications: A Survey

Published:2024 Issue: Volume:12 Page:108000-108040
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Ahmed Amodu Oluwatosin¹^ORCID,Jarray Chedia²,Azlina Raja Mahmood Raja³^ORCID,Althumali Huda⁴^ORCID,Ali Bukar Umar⁵^ORCID,Nordin Rosdiadee⁶^ORCID,Abdullah Nor Fadzilah¹^ORCID,Cong Luong Nguyen⁷^ORCID

Affiliation:

1. Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia

2. Become: Technology, Science, AI and Automation Laboratory, Paris, France

3. Department of Communication Technology and Network, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), Serdang, Selangor, Malaysia

4. Computer Science Department, College of Science and Humanities, Imam Abdulrahman Bin Faisal University, Jubail, Saudi Arabia

5. Centre for Intelligent Cloud Computing (CICC), Faculty of Information Science and Technology, Multimedia University, Bukit Beruang, Melaka, Malaysia

6. Department of Engineering, School of Engineering and Technology, Sunway University, Bandar Sunway, Selangor Darul Ehsan, Malaysia

7. Faculty of Computer Science, Phenikaa University, Hanoi, Vietnam

Funder

Universiti Kebangsaan Malaysia through Dana Impak Perdana 2.0

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx8/6287639/10380310/10589619.pdf?arnumber=10589619

Reference162 articles.

1. Neural Combinatorial Deep Reinforcement Learning for Age-Optimal Joint Trajectory and Scheduling Design in UAV-Assisted Networks

2. On the Role of Age of Information in the Internet of Things

3. Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT

4. The Role of Feedback in AoI Optimization Under Limited Transmission Opportunities

5. AoI Oriented UAV Trajectory Planning in Wireless Powered IoT Networks