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Smart Parking System Using Heuristic Optimization For Autonomous Transportation Robots In Agriculture

conference contribution
posted on 2024-03-13, 13:05 authored by Andrew Perrett, Gautham DasGautham Das, Marc HanheideMarc Hanheide, James HeseldenJames Heselden, Muhammad Khan, Zuyuan Zhu, Roopika Ravikanna
<p>This paper formulates a heuristic assignment algorithm for assigning parking spaces to autonomous transportation robots in a polytunnel or parallel aisle-based environment. The algorithm is named Smart Parking and is then implemented and tested for performance in a Python-based simulation software. It is also integrated into a Robot Controller called RASberry, which in itself is a state-of-the-art research project funded by the UKRI in managing a fully automated strawberry farm. Throvald by Saga Robotics is the robot used for autonomous transportation in the RASberry project and the real-world experiments in this paper. A set of real-world experiments are also performed via RASberry - Thorvald system to observe and analyse the performance of Smart Parking. It has been validated through graphical trend lines and statistical testing that Smart Parking outperforms Standard Parking in terms of mechanical conservation and task completion time.</p>

History

School affiliated with

  • Lincoln Institute for Agri-Food Technology (Research Outputs)

Publisher

Springer, Cham

ISBN

9783031433597,9783031433603

Date Submitted

2023-11-02

Date Accepted

2023-07-31

Date of First Publication

2023-09-08

Date of Final Publication

2023-09-08

Event Name

The 23rd Towards Autonomous Robotic Systems (TAROS) Conference

Event Dates

13 - 15 September 2023

Date Document First Uploaded

2023-11-01

ePrints ID

57084

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