NDLI: An Evaluation of Neural Network Architecture Performance in Wireless Geo-Location

Content Provider	IEEE Xplore Digital Library
Author	Buhagiar, J.K. Debono, C.J.
Copyright Year	2007
Description	Author affiliation: Univ. of Malta, Msida (Buhagiar, J.K.; Debono, C.J.)
Abstract	Wireless geo-location applications require robust algorithms that are capable of locating and/or tracking wireless users requesting the service. To this effect, the performance of three neural network architectures has been evaluated through simulation to determine the optimal performance algorithm that can be applied to these new applications, such as location based-services (LBS). The results indicate that neural networks having self-organizing characteristics quickly learn to adapt to the rapid changing radio environment as opposed to other architectures which take much longer. Typical figures indicate that this family of neural networks reaches performance advantages of 45% and above when compared to other neural families making then the ideal candidates for such applications.
Starting Page	1052
Ending Page	1056
File Size	644868
Page Count	5
File Format	PDF
ISBN	9781424408122
DOI	10.1109/EURCON.2007.4400360
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-09
Publisher Place	Poland
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural networks Testing Wireless networks Radio network Kernel Neurons Computer networks Computer architecture Interference Application software Neural Networks Location Estimation Wireless Networks
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
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