Identification of safe airspace above waterways by Monte Carlo simulation

This report presents a comprehensive study of the applications of Monte Carlo simulation in determining a safe airspace boundary for drone motion above waterways. More specifically, it involved path planning, conducting thousands of simulations of drone trajectories, determining an appropriate risk...

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Bibliographic Details
Main Author: Choo, Megan Ming-Hui
Other Authors: Lyu Chen
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/176983
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Institution: Nanyang Technological University
Language: English
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Summary:This report presents a comprehensive study of the applications of Monte Carlo simulation in determining a safe airspace boundary for drone motion above waterways. More specifically, it involved path planning, conducting thousands of simulations of drone trajectories, determining an appropriate risk tolerance to demarcate a safe waterway boundary, and finally, determining the necessary boundary width for safe drone motion. The Monte Carlo simulation results under a risk tolerance of 1% point to a minimum safe waterway boundary of 7.14 m. Out of 31 major waterways in Singapore, 24 are wider than 7.14 m and are therefore classified as safe for drone flight. This is a rather substantial proportion of waterways which serves as a proof of concept that the airspace above waterways are viable pathways for safe drone motion in Singapore.