AHP–neutrosophic decision model for selection of relay node in wireless body area network

Autor: Harsh Kumar Verma, Naveen Bilandi, Renu Dhir
Rok vydání: 2020
Předmět:
network-stability
multicriteria decision-making techniques
0209 industrial biotechnology
hybrid analytic hierarchy process–neutrosophic method
Computer Networks and Communications
Computer science
patient monitoring
body area networks
wban
Analytic hierarchy process
neutrosophic technique
02 engineering and technology
law.invention
personalised health monitoring
020901 industrial engineering & automation
Artificial Intelligence
Relay
law
energy consumption
Body area network
0202 electrical engineering
electronic engineering
information engineering
Wireless
real-time health issues
analytic hierarchy process
ahp–neutrosophic decision model
lcsh:Computer software
medical health systems
Hierarchy
business.industry
human body
Node (networking)
relay node selection
lcsh:P98-98.5
Energy consumption
health care
Human-Computer Interaction
lcsh:QA76.75-76.765
020201 artificial intelligence & image processing
Computer Vision and Pattern Recognition
lcsh:Computational linguistics. Natural language processing
business
Decision model
analytic hierarchy process technique
wireless body area network
Information Systems
Computer network
Zdroj: CAAI Transactions on Intelligence Technology (2020)
ISSN: 2468-2322
DOI: 10.1049/trit.2020.0059
Popis: The medical health systems empowered by wireless body area networks (WBANs) are becoming a reliable technology with unmatched facilities for personalised health monitoring and managing real-time health issues. A WBAN is primarily composed of a miniature, and smart devices called sensors that are worn in, on, or around the human body. In recent years, research has been mainly centred towards the reduction of the energy consumption and stability of the network. The selection of the relay node is one of the foremost issues for balancing the energy consumption in WBAN. To overcome this issue, the authors propose a hybrid analytic hierarchy process–neutrosophic method for making the decision of the relay node selection, in which the analytic hierarchy process (AHP) technique calculates the weights for different criteria and forwards them to the neutrosophic technique which finds out the best alternative solution or choice which is closest to the ideal solution. A detailed analysis is carried out on multi-criteria decision-making techniques by comparing the proposed AHP–neutrosophic and AHP techniques taking into account various criteria and alternatives. The experimental outcomes of this research indicate a significant reduction in terms of energy consumption and enhanced overall network-stability.
Databáze: OpenAIRE
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