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Published on: October 1, 2019
Autonomous Car Parking System through a Cooperative Vehicular Positioning Network
Alejandro Correa1, Guillem Boquet2, Antoni Morell3
1Telecommunications and Systems Engineering Department, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain. alejandro.correa@uab.cat.
This study introduces a smart parking system for autonomous cars within vehicular sensor networks (VSNs). The system optimizes parking by considering all vehicles, enhancing accessibility for autonomous vehicles.
Area of Science:
- Computer Science
- Electrical Engineering
- Transportation Systems
Background:
- The automotive industry is rapidly advancing towards fully autonomous vehicles, necessitating new services within Vehicular Sensor Networks (VSNs).
- Autonomous cars act as mobile nodes in VSNs, exchanging sensor and state information.
- Intelligent parking management is crucial for integrating autonomous cars with traditional vehicles, leveraging their advanced capabilities.
Purpose of the Study:
- To design a novel smart parking system for VSNs that accommodates heterogeneous vehicle types (autonomous and traditional).
- To provide optimal parking guidance for autonomous cars through a collaborative approach.
- To maximize the common good of all vehicles by improving the accessibility rate of free parking spots.
Main Methods:
- Development of a smart parking system architecture integrated with VSNs.
- Implementation of a collaborative approach to determine the best parking spot based on accessibility rate.
- Simulation of a real-world parking lot scenario to evaluate system performance.
Main Results:
- The proposed system effectively guides autonomous cars to suitable parking locations.
- Performance evaluation shows the system's efficiency is close to optimal under various communication ranges and autonomous car penetration rates.
- The collaborative approach successfully balances the needs of both autonomous and traditional vehicles.
Conclusions:
- The designed smart parking system offers a viable solution for managing heterogeneous traffic in intelligent parking environments.
- The system enhances parking efficiency and accessibility for autonomous vehicles within VSNs.
- Future work can further refine the collaborative algorithms for even greater optimization.
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