An exploratory study of congestion control techniques in wireless sensor networks

D Pandey, V Kushwaha - Computer Communications, 2020 - Elsevier
Congestion is one of the pervasive issues for Wireless Sensor Networks (WSNs) because of
its bounded resources with respect to data processing, storage, transmission capacity and …

Reinforcement learning meets wireless networks: A layering perspective

Y Chen, Y Liu, M Zeng, U Saleem, Z Lu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Driven by the soaring traffic demand and the growing diversity of mobile services, wireless
networks are evolving to be increasingly dense and heterogeneous. Accordingly, in such …

Data-driven clustering for multimedia communication in Internet of vehicles

K Lin, F Xia, G Fortino - Future Generation Computer Systems, 2019 - Elsevier
The main requirement of multimedia communication service is to improve ultra-reliable and
low-latency data communication, so the challenge of providing multimedia communication …

A deep reinforcement learning-based resource management scheme for SDN-MEC-supported XR applications

B Trinh, GM Muntean - 2022 IEEE 19th Annual Consumer …, 2022 - ieeexplore.ieee.org
The Multi-Access Edge Computing (MEC) paradigm provides a promising solution for
efficient computing services at edge nodes, such as base stations (BS), access points (AP) …

Potential function-based control using neutral networks in uncertain WSNs with mobile collectors

H Byun, J So - IEEE Transactions on Vehicular Technology, 2022 - ieeexplore.ieee.org
In wireless sensor networks (WSNs), sink node mobility has been considered an efficient
way to alleviate excessive data forwarding at nodes close to the sink node. Since the mobile …

Environmental perception Q-learning to prolong the lifetime of poultry farm monitoring networks

Z Wu, P Pan, J Liu, B Shi, M Yan, H Zhang - Electronics, 2021 - mdpi.com
The reduction of the effects of heat-stress phenomena on poultry health and energy
conservation of poultry farm monitoring networks are highly related problems. To address …

An energy-efficient congestion control scheme for MPTCP in wireless multimedia sensor networks

B Trinh, L Murphy, GM Muntean - 2019 IEEE 30th Annual …, 2019 - ieeexplore.ieee.org
Providing support for energy efficiency and Quality of Service (QoS) is among the major
challenges when designing solutions for video delivery over Wireless Multimedia Sensor …

An Exploratory Study of Optimization Techniques for Congestion Control in Wireless Sensor Networks.

D Pandey, V Kushwaha - Adhoc & Sensor Wireless …, 2024 - search.ebscohost.com
Abstract Wireless Sensor Network (WSN) is an engrossing area of research due to its
various applications and the adaptability into increasingly sophisticated system frameworks …

Learning‐based adaptive feedback control for tracking optimisation in wireless sensor actuator networking systems

H Byun - IET Communications, 2022 - Wiley Online Library
In wireless sensor and actuator networks (WSAN), sensors can have much longer lifetime as
mobile sink nodes move through the network and collect data from static sensor nodes …

[PDF][PDF] Survey: energy efficient protocols using radio scheduling in wireless sensor network.

A Jones - International Journal of Electrical & Computer …, 2020 - core.ac.uk
An efficient energy management scheme is crucial factor for design and implementation of
any sensor network. Almost all sensor networks are structured with numerous small sized …