articleJournal of Field RoboticsJul 12, 2014Closed access

Harvesting Robots for High‐value Crops: State‐of‐the‐art Review and Challenges Ahead

Wageningen University & Research · Ben-Gurion University of the Negev

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Abstract

This review article analyzes state‐of‐the‐art and future perspectives for harvesting robots in high‐value crops. The objectives were to characterize the crop environment relevant for robotic harvesting, to perform a literature review on the state‐of‐the‐art of harvesting robots using quantitative measures, and to reflect on the crop environment and literature review to formulate challenges and directions for future research and development. Harvesting robots were reviewed regarding the crop harvested in a production environment, performance indicators, design process techniques used, hardware design decisions, and algorithm characteristics. On average, localization success was 85%, detachment success was 75%,…

Citation impact

641
total citations
FWCI
40.51
Percentile
100%
References
125
Citations per year

Authors

4

Topics & keywords

Keywords
  • Robot
  • Automation
  • Engineering
  • Computer science
  • Agricultural engineering
  • Systems engineering
  • Artificial intelligence
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