NDLI: Advanced MDS based localization algorithm for location based services in Wireless Sensor Network

Content Provider	IEEE Xplore Digital Library
Author	Bing Wei Wu Chen Xiaoli Ding
Copyright Year	2010
Description	Author affiliation: Department Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, China (Bing Wei; Wu Chen; Xiaoli Ding)
Abstract	Wireless Sensor Networks (WSNs) are increasingly being used for various information collection in the future. For many applications, a large number of sensors in an active wireless network are more effective and preferable to a few expensive wireless sensors. Location discovery of sensor nodes after they have been deployed is known as a challenge, especially for moving sensors. Algorithms based on radio signal strength indication are considered as the lowest cost method to solve localization problem. But in practice, the accuracy of signal strength indication algorithm varies with the average distances between wireless nodes - the nearer, the better. This paper describes a new integrated dynamic localization algorithm, based on Received Signal Strength Indication (RSSI) and Multidimensional Scaling (MDS) algorithm. In this concept, signals with RSSI values among beacon nodes could help to generate a real time 2D map of the network by self iterations. Unknown nodes use the map to determine their locations in this region. A software simulator is created to test the performance of the algorithm, and practical experiments also show the development of localization accuracy and efficiency.
Starting Page	1
Ending Page	8
File Size	2157946
Page Count	8
File Format	PDF
ISBN	9781424478804
e-ISBN	9781424478798
DOI	10.1109/UPINLBS.2010.5654301
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-14
Publisher Place	Finland
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Earth Wireless Sensor Network Oceans Location Based Service Component Localization MDS Monitoring Meteorology
Content Type	Text
Resource Type	Article

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