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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
Forwarding in Energy-Constrained Wireless Information Centric Networks.
Daniel Marques1, Carlos Senna1, Miguel Luís1,2
1Instituto de Telecomunicações, 3810-193 Aveiro, Portugal.
This study proposes an efficient forwarding scheme for Information Centric Networks (ICNs) in the Internet of Things (IoT) to enhance energy management. The novel approach improves content availability and network lifetime in smart cities.
Area of Science:
- Computer Science
- Network Engineering
- Smart City Technologies
Background:
- Host-centric network architectures face challenges in large-scale Internet of Things (IoT) deployments, particularly within smart city contexts.
- High sensor density in smart cities leads to significant energy demands, necessitating improved energy management strategies.
- Existing Information Centric Networks (ICNs) offer potential but require adaptation for energy-constrained wireless environments.
Purpose of the Study:
- To propose an efficient forwarding scheme for energy-constrained wireless ICNs tailored for IoT applications in smart cities.
- To enhance energy management by considering device characteristics, energy levels, and network context.
- To improve content delivery quality and network longevity in mobile environments.
Main Methods:
- Developed a forwarding strategy integrating packet domain analysis, neighborhood evaluation, and dynamic node sleeping/waking mechanisms.
- Adapted ICN concepts to optimize data forwarding based on device parameters and network conditions.
- Utilized real-world urban mobility datasets from "Ria de Aveiro" and Porto for simulation-based evaluation.
Main Results:
- Demonstrated significant improvements in network content availability.
- Achieved substantial overall energy savings.
- Showcased a consequent increase in overall network lifetime.
Conclusions:
- The proposed forwarding scheme effectively addresses energy constraints in wireless ICNs for IoT smart cities.
- The strategy enhances network performance by optimizing energy usage and content delivery.
- This approach offers a viable solution for sustainable and efficient smart city networks.
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