NDLI: Knowledge Based Routing Protocols in Wireless Sensor Networks

Content Provider	IEEE Xplore Digital Library
Author	Das, A. Gorthi, R.P.
Copyright Year	2015
Description	Author affiliation: Dept. of Comput. Sci. & Eng., LNM Inst. of Inf. Technol., Jaipur, India (Das, A.; Gorthi, R.P.)
Abstract	Routing in a Wireless Sensor Network (WSN) is an important function for performance of the system in terms of energy efficiency. The WSN nodes have limited computing and processing power. For successful delivery of information in the event/data driven network of sensor nodes, distributive and/or collaborative approach is having high importance. In this paper, we have presented a set of mechanisms by which routing decision and path optimization can be decided. In this paper we have described briefly about Fuzzy based routing, Neural Network and modified Q-Learning based routing. We have shown that choice of action may give reward in the long run. We have also presented a modified ant routing algorithm, where link probabilities are randomly assigned. The probabilities will update by the backward ant process. However, the updating process is different from that of traditional Ant colony optimization (ACO) based routing. Our results are useful in this area of research.
Starting Page	35
Ending Page	38
File Size	226107
Page Count	4
File Format	PDF
e-ISBN	9781467370165
DOI	10.1109/CICSyN.2015.17
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-06-03
Publisher Place	Latvia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural Network Q learning Communication systems Wireless Sensor Network energy efficiency intelligent routing Fuzzy ACO Computational intelligence
Content Type	Text
Resource Type	Article

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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
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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