Intelligent Car Park Assist Using Fish Swarm Algorithm

In this paper a novel Intelligent Car Park Assist System is presented that uses an Evolutionary Computation method called “Fish Swarm Algorithm” or FSA, inspired from the behavior of schools of fish. The work focuses on the “parallel park” problem where a car needs to park between two already parked cars with a gap between them. The modeled car adopts the Ackermann model for moving, and has to complete the park task in 3 moves. Every move consists of steering the wheel at an angle and moving the car at a specific distance. For finding the optimal car moves to park successfully, a paradigm of the FSA algorithm is used. Simulation results confirm both the modelling soundness and the optimization capabilities of the FSA method.

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Publication Details

Journal
Engineering World
Published
2024-12-04
DOI
https://doi.org/10.37394/232025.2024.6.20
Primary Topic
Smart Parking Systems Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Intelligent Car Park Assist Using Fish Swarm Algorithm

S. Kazarlis
Engineering World
Smart Parking Systems Research
article

Intelligent Car Park Assist Using Fish Swarm Algorithm

S. Kazarlis
article en

Abstract

In this paper a novel Intelligent Car Park Assist System is presented that uses an Evolutionary Computation method called “Fish Swarm Algorithm” or FSA, inspired from the behavior of schools of fish. The work focuses on the “parallel park” problem where a car needs to park between two already parked cars with a gap between them. The modeled car adopts the Ackermann model for moving, and has to complete the park task in 3 moves. Every move consists of steering the wheel at an angle and moving the car at a specific distance. For finding the optimal car moves to park successfully, a paradigm of the FSA algorithm is used. Simulation results confirm both the modelling soundness and the optimization capabilities of the FSA method.

Engineering WorldVol. 6
International Hellenic University (GR)
Life below water
Openalex Percentile: Top 76%
Smart Parking Systems Research
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