Implementation of an autonomous mobile platform for agricultural tasks in corridor-like environments Article Swipe
Jonathan H. Tobias
,
Shen Hin Lim
,
Mike Duke
,
Benjamin McGuinness
,
Chi Kit Au
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1007/s41315-024-00386-3
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1007/s41315-024-00386-3
The role of autonomous vehicles (AVs) in assisting people is recognised and, therefore, is in constant development in numerous fields. Specifically, the ability of an autonomous vehicle (AV) to alleviate global stressors, such as the increased potential for food shortages and the decline in available workers for labor-intensive tasks. An area where the development of AVs are particularly prevalent is in agriculture. However, the few AVs being used in agriculture are often custom-built for specific purposes and require long development time as a result. This article aims to build and evaluate a versatile architecture for a mobile platform that is implemented using off-the-shelf components so that it can be transferred to any agricultural vehicle, thus reducing the development time. The research has involved investigating and incorporating various sensors, and also developing a common software module to perform the localisation, navigation and mapping particularly suited for corridor crop agricultural environments. This architecture has been integrated and implemented on a Yamaha golf cart, integrating it with sensors and electronics to allow a Robotic Operating System (ROS) framework to gather information and control the vehicle. As the architecture is modular in nature, it can be transferred to different customised platforms. To determine the efficacy of the mobile platform, it has undergone evaluation in simulation and in the field. The evaluation demonstrates that both mapping and navigation have satisfactory results, and the mobile platform remains within 5 mm of the specified distance when aiming to follow the row in a vineyard. The results from these experiments demonstrate the ability of the mobile platform to successfully transform a Yamaha golf cart into an autonomous agricultural vehicle.
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Metadata
- Type
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- Language
- en
- Landing Page
- https://doi.org/10.1007/s41315-024-00386-3
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All OpenAlex metadata
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https://doi.org/10.1007/s41315-024-00386-3Digital Object Identifier
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Implementation of an autonomous mobile platform for agricultural tasks in corridor-like environmentsWork title
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articleOpenAlex work type
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enPrimary language
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2024Year of publication
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2024-10-07Full publication date if available
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Jonathan H. Tobias, Shen Hin Lim, Mike Duke, Benjamin McGuinness, Chi Kit AuList of authors in order
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https://doi.org/10.1007/s41315-024-00386-3Publisher landing page
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YesWhether a free full text is available
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hybridOpen access status per OpenAlex
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https://doi.org/10.1007/s41315-024-00386-3Direct OA link when available
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Agriculture, Computer science, Human–computer interaction, Geography, ArchaeologyTop concepts (fields/topics) attached by OpenAlex
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1Total citation count in OpenAlex
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2025: 1Per-year citation counts (last 5 years)
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.corridor | 146 |
| abstract_inverted_index.distance | 238 |
| abstract_inverted_index.efficacy | 201 |
| abstract_inverted_index.evaluate | 91 |
| abstract_inverted_index.involved | 123 |
| abstract_inverted_index.numerous | 19 |
| abstract_inverted_index.platform | 98, 230, 259 |
| abstract_inverted_index.purposes | 76 |
| abstract_inverted_index.reducing | 116 |
| abstract_inverted_index.research | 121 |
| abstract_inverted_index.results, | 226 |
| abstract_inverted_index.sensors, | 128 |
| abstract_inverted_index.software | 134 |
| abstract_inverted_index.specific | 75 |
| abstract_inverted_index.vehicle, | 114 |
| abstract_inverted_index.vehicle. | 182, 271 |
| abstract_inverted_index.vehicles | 5 |
| abstract_inverted_index.Operating | 172 |
| abstract_inverted_index.alleviate | 30 |
| abstract_inverted_index.assisting | 8 |
| abstract_inverted_index.available | 45 |
| abstract_inverted_index.determine | 199 |
| abstract_inverted_index.different | 195 |
| abstract_inverted_index.framework | 175 |
| abstract_inverted_index.increased | 36 |
| abstract_inverted_index.platform, | 205 |
| abstract_inverted_index.potential | 37 |
| abstract_inverted_index.prevalent | 59 |
| abstract_inverted_index.shortages | 40 |
| abstract_inverted_index.specified | 237 |
| abstract_inverted_index.transform | 262 |
| abstract_inverted_index.undergone | 208 |
| abstract_inverted_index.versatile | 93 |
| abstract_inverted_index.vineyard. | 247 |
| abstract_inverted_index.autonomous | 4, 26, 269 |
| abstract_inverted_index.components | 104 |
| abstract_inverted_index.customised | 196 |
| abstract_inverted_index.developing | 131 |
| abstract_inverted_index.evaluation | 209, 217 |
| abstract_inverted_index.integrated | 154 |
| abstract_inverted_index.navigation | 140, 223 |
| abstract_inverted_index.platforms. | 197 |
| abstract_inverted_index.recognised | 11 |
| abstract_inverted_index.simulation | 211 |
| abstract_inverted_index.stressors, | 32 |
| abstract_inverted_index.therefore, | 13 |
| abstract_inverted_index.agriculture | 70 |
| abstract_inverted_index.demonstrate | 253 |
| abstract_inverted_index.development | 17, 54, 80, 118 |
| abstract_inverted_index.electronics | 167 |
| abstract_inverted_index.experiments | 252 |
| abstract_inverted_index.implemented | 101, 156 |
| abstract_inverted_index.information | 178 |
| abstract_inverted_index.integrating | 162 |
| abstract_inverted_index.transferred | 110, 193 |
| abstract_inverted_index.agricultural | 113, 148, 270 |
| abstract_inverted_index.agriculture. | 62 |
| abstract_inverted_index.architecture | 94, 151, 185 |
| abstract_inverted_index.custom-built | 73 |
| abstract_inverted_index.demonstrates | 218 |
| abstract_inverted_index.particularly | 58, 143 |
| abstract_inverted_index.satisfactory | 225 |
| abstract_inverted_index.successfully | 261 |
| abstract_inverted_index.Specifically, | 21 |
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| abstract_inverted_index.incorporating | 126 |
| abstract_inverted_index.investigating | 124 |
| abstract_inverted_index.localisation, | 139 |
| abstract_inverted_index.off-the-shelf | 103 |
| abstract_inverted_index.labor-intensive | 48 |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 91 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 5 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/2 |
| sustainable_development_goals[0].score | 0.6499999761581421 |
| sustainable_development_goals[0].display_name | Zero hunger |
| citation_normalized_percentile.value | 0.80794109 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |