A survey on machine learning-based performance improvement of wireless networks: PHY, MAC and network layer
This paper presents a systematic and comprehensive survey that reviews the latest research
efforts focused on machine learning (ML) based performance improvement of wireless …
efforts focused on machine learning (ML) based performance improvement of wireless …
[HTML][HTML] Contention-based traffic priority MAC protocols in wireless body area networks: A thematic review
Abstract Wireless Body Area Networks (WBANs) healthcare application is a group of
heterogeneous-natured Bio-Medical Sensor Nodes (BMSNs) used to sense and monitor a …
heterogeneous-natured Bio-Medical Sensor Nodes (BMSNs) used to sense and monitor a …
Data gathering techniques in wsn: a cross-layer view
Wireless sensor networks (WSNs) have taken a giant leap in scale, expanding their
applicability to a large variety of technological domains and applications, ranging from the …
applicability to a large variety of technological domains and applications, ranging from the …
Machine learning prediction based adaptive duty cycle MAC protocol for solar energy harvesting wireless sensor networks
The dynamic nature of energy harvesting rate, arising because of ever changing weather
conditions, raises new concerns in energy harvesting based wireless sensor networks (EH …
conditions, raises new concerns in energy harvesting based wireless sensor networks (EH …
Here there be dragons, a pre-roadmap construct for IoT service infrastructure
The major challenges facing the 21st century world demands disruptive technology based
solutions. One of the most promising exponential technology set to address world …
solutions. One of the most promising exponential technology set to address world …
Reinforcement learning (RL)-based energy efficient resource allocation for energy harvesting-powered wireless body area network
YH Xu, JW Xie, YG Zhang, M Hua, W Zhou - Sensors, 2019 - mdpi.com
Wireless body area networks (WBANs) have attracted great attention from both industry and
academia as a promising technology for continuous monitoring of physiological signals of …
academia as a promising technology for continuous monitoring of physiological signals of …
Data-driven design of intelligent wireless networks: An overview and tutorial
Data science or “data-driven research” is a research approach that uses real-life data to gain
insight about the behavior of systems. It enables the analysis of small, simple as well as …
insight about the behavior of systems. It enables the analysis of small, simple as well as …
On research challenges in hybrid medium-access control protocols for IEEE 802.15. 6 WBANs
IEEE 802.15. 6 is a wireless body area network (WBAN) standard proposed to facilitate the
exponentially growing interest in the field of health monitoring. This standard is flexible and …
exponentially growing interest in the field of health monitoring. This standard is flexible and …
A comprehensive review on energy harvesting integration in IoT systems from MAC layer perspective: Challenges and opportunities
The Internet of Things (IoT) is revolutionizing technology in a wide variety of areas, from
smart healthcare to smart transportation. Due to the increasing trend in the number of IoT …
smart healthcare to smart transportation. Due to the increasing trend in the number of IoT …