Proceedings ArticleDOI
A Novel Adaptive Neuro-fuzzy Inference System-Differential Evolution (Anfis-DE) Assisted Software Fault-tolerance Methodology in Wireless Sensor Network (WSN)
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TLDR
The article introduced the Adaptive Neuro-Fuzzy Inference System (ANFIS) for software fault classification that is hybrid approach that gives better results in software fault detection in WSNs.Abstract:
Several efforts have been made to develop strategies in order to provide mechanisms that increase the availability, reliability, and maintainability of this type of network. The article introduced the Adaptive Neuro-Fuzzy Inference System (ANFIS) for software fault classification that is hybrid approach. ANFIS can be viewed either as a fuzzy inference system, a neural network or a fuzzy neural network (FNN). Framework is provided for combination of both numerical information and linguistic. This intelligent system is used for modelling and classifying the fault types. The proposed methods give better results in software fault detection in WSNs.read more
Citations
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A Systematic Review of Quality of Service in Wireless Sensor Networks using Machine Learning: Recent Trend and Future Vision
TL;DR: A statistical analysis of the past ten years ranging from 2011 to 2020 on various ML techniques used for the QoS parameters in the light of Machine Learning (ML) techniques is presented.
Proceedings ArticleDOI
Optimizing Fuzzy Adaptive Based Metaheuristics ABC to Detect Malicious Node to improve the performance of WSN
TL;DR: An enhancing and Optimized Artificial Bee Colony algorithm based on fuzzy logic to improve sinkhole detection via packet delivery rate, packet drop, energy exchange, and throughput in a wireless sensor network is deployed.
References
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Wireless sensor network survey
TL;DR: This survey presents a comprehensive review of the recent literature since the publication of a survey on sensor networks, and gives an overview of several new applications and then reviews the literature on various aspects of WSNs.
Wireless Sensor Network -A Survey
Nirvika Chouhan,Rekha Jain +1 more
TL;DR: In this paper, various issues are discussed that actually put the limitations in the well working and the life time of the network.
Journal Article
Overview of sensor networks
TL;DR: Wireless sensor networks could advance many scientific pursuits while providing a vehicle for enhancing various forms of productivity, including manufacturing, agriculture, construction, and transportation.
Journal ArticleDOI
An introductory survey of fuzzy control
TL;DR: This paper picks up key points in applying fuzzy control and shows very recent results in industrial applications and points out some interesting and important problems to be solved.
Journal ArticleDOI
On field calibration of an electronic nose for benzene estimation in an urban pollution monitoring scenario
TL;DR: In this paper, a neural calibration for the prediction of benzene concentrations using a gas multi-sensor device (solid-state) designed to monitor urban environment pollution is discussed.