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- Title
An adaptive ensemble localization approach for sensor nodes in WSN-IoT.
- Authors
Sharma, Ravi; Prakash, Shiva
- Abstract
Localization is an essential module for most protocols and applications in Wireless Sensor Networks - Internet of Things (WSN-IoT). Among the well-known approaches available for WSN-IoT localization, the algorithm requires at least one, two, or three beacon nodes-based localization approaches. Many other localization protocols use a small set of beacon nodes for the localization of sensor nodes. However, still, the authors are not able to provide an accurate and reliable approach in the field of WSN-IoT. Thus, this work provides an adaptive ensemble localization approach in WSN-IoT. The proposed approach adaptively uses the concept of available single, two, and three beacons nodes-based localization approaches according to the number of available beacon nodes. By comparing available single, two, or three beacons nodes-based localization approaches the simulation results of the proposed work outperformed in terms of fast convergence rate, less erroneous and higher accuracy with reducing the line of sight problem.
- Subjects
INTERNET of things; WIRELESS sensor networks; WIRELESS sensor nodes; INDOOR positioning systems; SIMULATION methods &; models
- Publication
EAI Endorsed Transactions on the Energy Web, 2020, Issue 29, p1
- ISSN
2032-944X
- Publication type
Article
- DOI
10.4108/eai.13-7-2018.164100