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PINC: Pickup Non-Critical Node Based k-Connectivity Restoration in Wireless Sensor Networks.
Vahid Khalilpour Akram1, Zuleyha Akusta Dagdeviren1, Orhan Dagdeviren1
1International Computer Institute, Ege University, 35100 Izmir, Turkey.
Sensors (Basel, Switzerland)
|October 13, 2021
Summary
This study introduces the PINC algorithm to maintain wireless sensor network (WSN) connectivity after node failures. PINC efficiently restores k-connectivity by relocating non-critical nodes to ensure network reliability.
Area of Science:
- Computer Science
- Network Engineering
- Robotics
Background:
- Maintaining reliable connectivity in Wireless Sensor Networks (WSNs) is challenging due to potential node failures.
- Node failures can disrupt data transmission paths, compromising network functionality.
- k-connectivity ensures network resilience by tolerating up to k-1 node failures.
Purpose of the Study:
- To propose a novel algorithm for movement-based k-connectivity restoration in WSNs.
- To enhance WSN reliability against node failures through efficient connectivity maintenance.
- To introduce a method that minimizes node movement costs during restoration.
Main Methods:
- The PINC algorithm categorizes nodes into critical and non-critical groups based on their impact on k-connectivity.
- Non-critical nodes are repositioned to replace failed critical nodes.
- The algorithm prioritizes minimum movement cost for relocating nodes.
Main Results:
- PINC effectively restores k-connectivity in WSNs following node failures.
- The algorithm demonstrated faster restoration times compared to existing methods.
- Real-world tests using IRIS motes and Kobuki robots validated the algorithm's performance.
Conclusions:
- PINC offers an efficient and effective solution for maintaining WSN k-connectivity.
- The algorithm's ability to restore connectivity with minimal movement enhances practical WSN deployment.
- PINC significantly improves WSN reliability and fault tolerance.
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