A reinforcement learning based routing protocol with QoS support for biomedical sensor networks

X Liang, I Balasingham, SS Byun - 2008 First International …, 2008 - ieeexplore.ieee.org
Biomedical sensor networks have been widely used in medical applications, where data
packets usually contain vital sign information and the network used for communications …

A QoS-aware routing service framework for biomedical sensor networks

X Liang, I Balasingham - 2007 4th International Symposium on …, 2007 - ieeexplore.ieee.org
Biomedical sensor networks have been widely used in medical scenarios. Examples include
patient monitoring, elderly assistance and disaster response. In medical applications, where …

A multi-agent reinforcement learning based routing protocol for wireless sensor networks

X Liang, I Balasingham, SS Byun - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
In this paper, we present MRL-QRP, a multi-agent reinforcement learning based routing
protocol with QoS support for wireless sensor networks. In MRL-QRP, sensor node …

Reinforcement learning based routing protocol for wireless body sensor networks

F Kiani - 2017 IEEE 7th international symposium on cloud and …, 2017 - ieeexplore.ieee.org
Patients must be continuous and consistent way links to their doctors to control continuous
health status. Wireless Body Sensor Network (WBSN) plays an important role in …

An energy efficient and QoS aware multipath routing protocol for wireless sensor networks

B Yahya, J Ben-Othman - 2009 IEEE 34th Conference on Local …, 2009 - ieeexplore.ieee.org
Enabling real time applications in Wireless Sensor Networks (WSNs) demands certain delay
and bandwidth requirements which pose more challenges in the design of networking …

DAST: A QoS-aware routing protocol for wireless sensor networks

P Ji, C Wu, Y Zhang, Z Jia - 2008 International Conference on …, 2008 - ieeexplore.ieee.org
In wireless sensor networks (WSNs), a challenging problem is how to advance network QoS.
Energy-efficiency, network communication traffic and failure-tolerance, these important …

New QoS and geographical routing in wireless biomedical sensor networks

D Djenouri, I Balasingham - 2009 Sixth International …, 2009 - ieeexplore.ieee.org
In this paper we deal with biomedical applications of wireless sensor networks, and propose
a new quality of service (QoS) routing protocol. The protocol design relies on traffic diversity …

An energy-aware QoS routing protocol for wireless sensor networks

K Akkaya, M Younis - 23rd International Conference on …, 2003 - ieeexplore.ieee.org
Recent advances in wireless sensor networks have led to many new routing protocols
specifically designed for sensor networks. Almost all of these routing protocols considered …

Q-learning-based optimized routing in biomedical wireless sensor networks

J Anand, JRP Perinbam… - IETE Journal of Research, 2017 - Taylor & Francis
The information regarding any abnormal behaviour in the physiological parameters of a
patient should reach the remote healthcare personal immediately in real time, so as to take …

Adaptive routing for sensor networks using reinforcement learning

P Wang, T Wang - The Sixth IEEE International Conference on …, 2006 - ieeexplore.ieee.org
Efficient and robust routing is central to wireless sensor networks (WSN) that feature energy-
constrained nodes, unreliable links, and frequent topology change. While most existing …