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Related Experiment Video

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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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Multiple-Junction-Based Traffic-Aware Routing Protocol Using ACO Algorithm in Urban Vehicular Networks.

Seung-Won Lee1, Kyung-Soo Heo1, Min-A Kim1

  • 1Department of C4I Research, LIG Nex1, Seongnam 13488, Republic of Korea.

Sensors (Basel, Switzerland)
|May 11, 2024
PubMed
Summary
This summary is machine-generated.

A new routing protocol, multiple junction-based traffic-aware routing (MJTAR), enhances vehicular ad-hoc networks (VANETs) for urban infotainment. MJTAR improves packet delivery ratio and reduces end-to-end delay compared to existing protocols.

Keywords:
ACO algorithmVANETVANET routing protocolmultiple junctiontraffic-aware

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Area of Science:

  • Intelligent Transportation Systems (ITS)
  • Vehicular Ad-hoc Networks (VANETs)
  • Network Routing Protocols

Background:

  • Increasing interest in ITS and in-vehicle infotainment necessitates efficient wireless communication.
  • Multi-hop routing protocols are crucial for enabling services in VANETs.
  • Existing protocols face challenges in urban environments with dynamic traffic.

Purpose of the Study:

  • To introduce a novel traffic-aware routing protocol, MJTAR, for urban VANETs.
  • To enhance routing efficiency by considering traffic conditions and junction information.
  • To improve upon existing protocols like improved greedy traffic-aware routing (GyTAR).

Main Methods:

  • Developed the Multiple Junction-based Traffic-Aware Routing (MJTAR) protocol.
  • Implemented a distributed mechanism for traffic recognition and curve metric distance calculation using two-hop junctions.
  • Utilized Ant Colony Optimization (ACO) for dynamic selection of optimal multiple junctions.
  • Simulated the protocol using Network Simulator 3 (NS-3) and Simulation of Urban Mobility (SUMO).

Main Results:

  • MJTAR demonstrated a packet delivery ratio over 20% higher than GSR and GyTAR.
  • The proposed protocol achieved an average end-to-end delay of less than 1.3 seconds.
  • Performance evaluations confirmed MJTAR's superiority in urban VANET environments.

Conclusions:

  • MJTAR offers a significant improvement for routing in urban vehicular ad-hoc networks.
  • The protocol effectively manages traffic and optimizes junction selection for better data transmission.
  • MJTAR provides a robust solution for supporting advanced in-vehicle services.