NDLI: An Effective Fuzzy Based Algorithm to Detect Faulty Readings in Long Thin Wireless Sensor Networks

Please wait, while we are loading the content...

An Effective Fuzzy Based Algorithm to Detect Faulty Readings in Long Thin Wireless Sensor Networks

Content Provider	Semantic Scholar
Author	Barati, A. Dastgheib, S. Jalaleddin Movaghar, Ali Attarzadeh, Iman
Copyright Year	2012
Abstract	Wireless sensor networks (WSNs) consist of hundreds or thousands tiny nodes called sensor that work together and connected to each other to do some special tasks. It is expected that WSNs will be used widely in many applications in the near future. Localisation and detecting node with faulty readings are the two challenging issues in WSNs, as all the sensors communicate to each other to process and share their data. Existing algorithms use correlation of two nodes to detect faulty readings, which resulted in high computational complexity. Also, algorithms that use inverse of distance as scale of similarity have weaknesses in accuracy of calculations. This paper proposed a new fuzzy based algorithm to overcome the localisation problem and detecting faulty readings in WSNs. Using an effective fuzzy inference system can improve the decision-making algorithm, which use for localisation and detecting faulty readings in WSNs. The experimental results show that the proposed algorithm reduces computational complexity of correlation of two nodes, which resulted in reducing energy consumption of each network’s node. Also, the accuracy of the results is improved when compared to the other algorithms.
File Format	PDF HTM / HTML
Alternate Webpage(s)	https://www.researchgate.net/profile/Ali_Movaghar/publication/267424577_AN_EFFECTIVE_FUZZY_BASED_ALGORITHM_TO_DETECT_FAULTY_READINGS_IN_LONG_THIN_WIRELESS_SENSOR_NETWORKS/links/546cabec0cf2b0bc8e539688.pdf?origin=publication_list
Language	English
Access Restriction	Open
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in