QoS Aware machine learning algorithms for real-time applications in wireless sensor networks

AR Raut, SP Khandait, N Chavhan - … , and Control: Select Proceedings of i …, 2021 - Springer
Abstract Wireless Sensor Networks (WSNs) are employed in a range of applications these
days and can be employed in even additional applications within the future. However, WSNs …

Optimization of wireless sensor networks mac protocols using machine learning; a survey

NZ binti Zubir, AF Ramli… - 2017 International …, 2017 - ieeexplore.ieee.org
With the advent of Internet of Things IoT, it is expected that the growth of Wireless Sensor
Networks WSN will increase exponentially as it provides a medium for IoT to sense the real …

A machine learning based mission critical data transmission protocol in wireless sensor networks

AR Raut, SP Khandait… - 2021 6th international …, 2021 - ieeexplore.ieee.org
Wireless sensor networks (WSN) has been extensively used in many real time wireless
sensor networks applications. Due to limitations of hardware resources and restricted …

Real-time QoS support in wireless sensor networks: a survey

Y Li, CS Chen, YQ Song, Z Wang - IFAC Proceedings Volumes, 2007 - Elsevier
Real-time wireless sensor networks are becoming more and more important by the
requirement of message delivery timeliness in emerging new applications. Supporting real …

Timing structure mechanism of wireless sensor network MAC layer for monitoring applications

BMM El-Basioni, AI Moustafa… - International Journal of …, 2016 - igi-global.com
This paper aims at designing a Timing Structure Mechanism (TSM) for Wireless Sensor
Network (WSN) MAC, with specifying its respective logical topology, especially suitable to …

Reinforcement learning TDMA-based MAC scheduling in the Industrial Internet of Things: A survey

M Kherbache, O Sobirov, M Maimour, E Rondeau… - IFAC-PapersOnLine, 2022 - Elsevier
As technology progresses, almost all Industrial Internet of Things applications are becoming
more data-driven. Hence, more advanced ways of communication are required to both save …

Time-critical transmission protocols in wireless sensor networks: a survey

AR Raut, SP Khandait, U Shrawankar - Emerging Research in Computing …, 2019 - Springer
Abstract Wireless Sensor Network (WSN) is an extremely important tool for closely
monitoring, understanding and controlling application processes to the end users. The main …

Energy-efficient synchronous MAC protocol based on QoS and multi-priority for wireless sensor networks

AN Sakib, M Drieberg… - 2021 IEEE 11th IEEE …, 2021 - ieeexplore.ieee.org
Energy efficiency plays a significant role for the network lifetime extension in wireless sensor
networks (WSNs). On the other hand, higher priority information requires Quality of Service …

Virtual node schedule for supporting QoS in wireless sensor network

W Almobaideen, M Qatawneh… - 2019 IEEE Jordan …, 2019 - ieeexplore.ieee.org
Providing a Quality of Services (QoS) in Wireless Sensors Network (WSN) is one of the
challenging issues due to resource constraints in terms of memory, bandwidth, processing …

PSA: the packet scheduling algorithm for wireless sensor networks

C Jandaeng, W Suntiamontut, N Elz - arXiv preprint arXiv:1110.1590, 2011 - arxiv.org
The main cause of wasted energy consumption in wireless sensor networks is packet
collision. The packet scheduling algorithm is therefore introduced to solve this problem …