Abstract
Food security is one of the societal challenge topics. As one-third of all food consumed by humans relies on animal pollination currently, this research provides an emerging solution to food supply reduction caused by population shrinking of natural pollinators, so as to reduce its impact on ecological relationships, ecosystem conservation and stability, genetic variation in the crop plant community, floral diversity, specialisation and evolution. This paper develops a conceptual technical roadmap of autonomous pollination for future farming using robotic micro air vehicle pollinators (MPrs). The research provides new insights into autonomous design and manufacture and into possible ways to increase the production efficiency which shortens the time from lab to market. The autonomous MPrs are realized using artificial intelligence and human expertise in the loop for smart agricultural industry. Further, this work identifies scientific and technological advances that are expected to translate, within proposed regulatory frameworks, into the pervasive use of MPrs for agricultural applications and beyond.
| Original language | English |
|---|---|
| Article number | 802202009 |
| Pages (from-to) | 119706-119717 |
| Number of pages | 12 |
| Journal | IEEE Access |
| Volume | 7 |
| DOIs | |
| State | Published - 2019 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2019 EDP Sciences. All rights reserved.
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
-
SDG 2 Zero Hunger
-
SDG 9 Industry, Innovation, and Infrastructure
-
SDG 15 Life on Land
Keywords
- Artificial intelligence
- Autonomous pollination
- Future farming
- Industry 4.0
- Micro air vehicle
- Pattern recognition
ASJC Scopus subject areas
- General Computer Science
- General Materials Science
- General Engineering
Fingerprint
Dive into the research topics of 'Intelligent autonomous pollination for future farming - A micro air vehicle conceptual framework with artificial intelligence and human-in-the-loop'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver