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Improvements of Centroid Localization Algorithm for Wireless Sensor Networks
- Source :
- Cloudtech
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- The accurate position of nodes in Wireless Sensor Networks (WSNs) is considered a critical problem in the majority of the Internet of Things (IoT) applications. Recently a large number of contribution in localization have been recommended to determine the location of nodes. However, a number determinated of these techniques have been presented to precisely determine the nodes locations in the IoT. In this work, we discuss the new three localization techniques, named Centroid + 4A, ICentroid, and ICentroid + 4A respectively, based on the Centroid localization technique and a new weighted formula to estimate the target nodes’ positions. The OMNeT++ network simulator was used to figure out and the performance of the discussed solutions in comparison with the Centroid localization technique. The examined results reveal that a significant improvement in the localization precision of the discussed contributions in Wireless Sensor Networks.
- Subjects :
- business.industry
Computer science
Location awareness
Centroid
020206 networking & telecommunications
020302 automobile design & engineering
Cloud computing
02 engineering and technology
computer.software_genre
Network simulation
0203 mechanical engineering
Position (vector)
0202 electrical engineering, electronic engineering, information engineering
Wireless
business
computer
Wireless sensor network
Algorithm
Centroid localization
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)
- Accession number :
- edsair.doi...........d385ddbd11953c70925a7e493b8e80e1
- Full Text :
- https://doi.org/10.1109/cloudtech49835.2020.9365899