A Comparison of Outlier Detection Algorithm for Wireless Sensor Network
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 4
Abstract
Wireless sensor networks had been deployed in the real world to collect large amounts of raw sensed data. However, the key challenge is to extract high level knowledge from such raw data. Sensor networks applications, outlier/anomaly detection has been paid more and more attention. The propose of a classification approach that provides outlier detection and data classification simultaneously. Experiments on Intel Berkley lab sensor dataset show that the proposed approach outperforms other techniques in both effectiveness & efficiency.
Authors and Affiliations
Mrs. Abinaya
Keywords
Related Articles
- EP ID EP148484
- DOI -
- Views 58
- Downloads 0
Studies on Controlled Release Fertilizer on Roselle and Amaranthus Plants
India needs to raise its food grains targets at a rate of more than 4 million tons per annum. Scope for increase in area under cultivation is negligible. Due to rapid increase of population as well as the drop in...
STUDY & ANALYSIS OF EXTERNAL SORTING ALGORITHM
If we look at various applications, most of them, especially the database involved huge amount of data. For example consider a payroll system of any multinational organization; every department is having many employees....
ULTRA HIGH SPEED PROTECTION AND SPEED CONTROL SYSTEM OF DC MOTOR USING LABVIEW
The software developed is very useful and by interfacing it using DAQ card, very low cost DC motor protection can be achieved. Further it shows monitoring of electrical measurements.
Improved Adaptive Position Update for Geographic Routing in Mobile Ad Hoc Networks
In geographic routing, the nodes ought to maintain up-to-date positions of their immediate neighbors. Periodic broadcasting of beacon packets that contain the geographic location coordinates of the nodes may be a...
An Approach to Glaucoma using Image Segmentation Techniques
In wireless networks, mobile node frequently performs handoff. The handoff may occur due to many factors like signal strength, load balancing, number of connections, network status and frequencies engaged etc. Thi...