Gas concentration mapping and source localization for environmental monitoring through unmanned aerial systems using model-free reinforcement learning agents
There are three primary objectives of this work; first: to establish a gas concentration map; second: to estimate the point of emission of the gas; and third: to generate a path from any location to the point of emission for UAVs or UGVs. A mountable array of MOX sensors was developed so that the an...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Published: |
Public Library of Science
2024
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| Subjects: | |
| Online Access: | http://eprints.um.edu.my/45569/ https://doi.org/10.1371/journal.pone.0296969 |
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