Agriculture provides humans with food and raw materials although with a large impact on the environment. Precision farming is a promising pathway to increase the sustainability of farming by increasing farm profitability, reducing manual labour, and reducing environmental impact. In particular in is expected that roboticized precision farming solutions through high precision targeted interventions will increase yield and create a more viable ecological solution. Whilst robotics is moving out of the lab into industrial settings, many recent advances in robotics have not yet found their way into the agricultural domain. Agriculture demands high levels of intelligence, mobility, autonomy, manipulation and robustness. While subsets of those characteristics have been targeted by the industrial-, field- and spacerobotics communities no all-encompassing solutions have yet been reported. The successes of intelligent robots in semi-structured and semi-controlled industrial environments give rise to optimism about robots working in uncontrolled agricultural environments.
Learning from Industry 4.0, agricultural robots will have to possess attributes such as modularity, cyber-physical monitoring, decentralized decision making and Internet of Things (IoT) implementation which are the key features of the ongoing industrial revolution:
Modular structured agricultural systems using tools according to the examined agricultural application.
Cyber-physical systems monitoring providing supervision and control over various physical processes.
Decentralized decision making by using external computational resources while simplifying system requirements and design.
Implementation the Internet of Things using information distributed between sensors and other robotic systems in the same area of operation, and applying big data analytics for taking decisions.
Robots for this envisioned future farming require advances in a broad range of topics that surpass current state-of-the-art capabilities. This workshop aspires to shed light in the latest advancements towards this goal and open the discussion about the required future steps and research directions.
The workshop will cover, but not necessarily restrict to, the following topics:
Roboticized precision farming
Farming sustainability, profitability and viable ecological solution
Repurposing of industrial-, field- and space-robots for agriculture
Analogies between Industry 40 and agricultural applications
Modular structured agricultural systems
Cyber-physical system agricultural production monitoring
Decentralized decision and computation for agricultural applications
Internet of Things on agriculture sensoring devices
Novel perception for agricultural robots including passive and active methods
Long-term autonomy and navigation in unstructured environments
Adaptive sampling and informative data collection
Deployment strategies and user interfaces for end-users
09月28日
2017
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