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Energy Efficient Determinism in WSN through Reverse Packet Elimination
Fredrik Kvist1, Andreas Ramstad Urke1,2, Knut Øvsthus1
1Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, 5063 Bergen, Norway.
A new Reverse Packet Elimination (RPE) algorithm for industrial wireless sensor networks (WSNs) boosts reliability and reduces latency. This method enhances network performance without a major increase in energy consumption, improving overall network lifetime.
Area of Science:
- Computer Science
- Network Engineering
Background:
- Industrial wireless sensor networks (WSNs) are increasingly adopted as a flexible and cost-effective alternative to wired networks.
- The 6TiSCH (IPv6 over the TSCH mode of IEEE 802.15.4e) stack is a key technology for reliable WSN communication.
Purpose of the Study:
- To introduce and evaluate a novel Reverse Packet Elimination (RPE) algorithm for the 6TiSCH stack.
- To assess the impact of RPE on WSN reliability, energy consumption, and latency.
Main Methods:
- Implementation of the RPE algorithm within the 6TiSCH stack.
- Extensive evaluation using the 6TiSCH Simulator and analytical assessments.
- Comparison of network performance with and without the RPE algorithm under various scenarios.
Main Results:
- RPE increased network reliability by 11.8% in a WSN with 70% link reception rate.
- Average latency decreased by 39.1% with the implementation of RPE.
- Average energy consumption increased by 19.8%, but network lifetime saw a slight increase.
Conclusions:
- The RPE algorithm effectively enhances reliability and reduces latency in 6TiSCH-based WSNs.
- RPE offers a significant improvement in network lifetime compared to alternative mechanisms, despite a moderate increase in energy consumption.
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