A DQN-Based Frame Aggregation and Task Offloading Approach for Edge-Enabled IoMT

Efficient Offloading for Minimizing Task Computation Delay of NOMA-Based Multiaccess Edge Computing

(2022) Bincheng Zhu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach

(2021) Waleed Ahsan et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Energy-Efficient Frame Aggregation Scheme in IoT Over Fiber-Wireless Networks

(2021) Hong Zhang et al.   IEEE Internet of Things Journal

Deep Reinforcement Learning for Energy-Efficient Computation Offloading in Mobile-Edge Computing

(2021) Huan Zhou et al.   IEEE Internet of Things Journal

Delay-Sensitive Secure NOMA Transmission for Hierarchical HAP–LAP Medical-Care IoT Networks

(2021) Dawei Wang et al.   IEEE Transactions on Industrial Informatics

An Intelligent Trust Cloud Management Method for Secure Clustering in 5G Enabled Internet of Medical Things

(2021) Liu Yang et al.   IEEE Transactions on Industrial Informatics

Reinforcement learning-based joint task offloading and migration schemes optimization in mobility-aware MEC network

(2020) Dongyu Wang et al.   China Communications

Federated learning for 6G communications: Challenges, methods, and future directions

(2020) Yi Liu et al.   China Communications

Vision, requirements and network architecture of 6G mobile network beyond 2030

(2020) Guangyi Liu et al.   China Communications

A Speculative Study on 6G

(2020) Faisal Tariq et al.   IEEE WIRELESS COMMUNICATIONS

Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications

(2020) Helin Yang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

UAV-Assisted Wireless Energy and Data Transfer With Deep Reinforcement Learning

(2020) Zehui Xiong et al.   IEEE Transactions on Cognitive Communications and Networking

Finding the Sweet Spot for Frame Aggregation in 802.11 WLANs

(2020) Jose Saldana et al.   IEEE COMMUNICATIONS LETTERS

Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning

(2020) Wen Wu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Reinforcement Learning for IoT Security: A Comprehensive Survey

(2020) Aashma Uprety et al.   IEEE Internet of Things Journal

Online Learning-Based Energy-Efficient Frame Aggregation in High Throughput WLANs

(2019) Raja Karmakar   IEEE COMMUNICATIONS LETTERS

Deep Reinforcement Learning for Mobile 5G and Beyond: Fundamentals, Applications, and Challenges

(2019) Zehui Xiong et al.   IEEE Vehicular Technology Magazine

Deep-Reinforcement-Learning-Based QoS-Aware Secure Routing for SDN-IoT

(2019) Xuancheng Guo et al.   IEEE Internet of Things Journal

Optimal resource allocation using reinforcement learning for IoT content-centric services

(2018) Keke Gai et al.   APPLIED SOFT COMPUTING

Reinforcement Learning Based Power Control for In-Body Sensors in WBANs Against Jamming

(2018) Guihong Chen et al.   IEEE Access

Impact of IEEE 802.11n/ac PHY/MAC High Throughput Enhancements on Transport and Application Protocols—A Survey

(2017) Raja Karmakar et al.   IEEE Communications Surveys and Tutorials

IEEE 802.15.4 Frame Aggregation Enhancement to Provide High Performance in Life-Critical Patient Monitoring Systems

(2017) Muhammad Akbar et al.   SENSORS

AFLAS: An Adaptive Frame Length Aggregation Scheme in Vehicular Networks

(2016) Xiaoli Zhou et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing

(2016) Xu Chen et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Enhanced Two-Level Frame Aggregation with Optimized Aggregation Level for IEEE 802.11n WLANs

(2015) Jilong Liu et al.   IEEE COMMUNICATIONS LETTERS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Priority consideration in inter-WBAN data scheduling and aggregation for monitoring systems

(2015) Nourchène Bradai et al.   Transactions on Emerging Telecommunications Technologies

PHDA: A priority based health data aggregation with privacy preservation for cloud assisted WBANs

(2014) Kuan Zhang et al.   INFORMATION SCIENCES