Research Article

New Trends in Robotics for Agriculture: Integration and Assessment of a Real Fleet of Robots

Table 1

Examples of autonomous vehicles for agricultural applications developed around the world.

Author/CentreBlackmore et al., 2004. Dept. of Agricultural Sciences, Frederiksberg, Denmark [24]
ApplicationAutomatic steered tractor capable of following a predefined route plan
Sensorial SystemRTK GPS: Localization.
ResultsThe automatic steered tractor can follow a predetermined route within a few centimeters

Author/CentreCho and Lee, 2000. Department of Agricultural Engineering, Seoul National University, Korea [55]
ApplicationAutonomous operation of a speedsprayer in an orchard (a speedsprayer is defined as a power sprayer used
to apply a highly concentrated pesticide in highly dispersed form by delivering it into a strong air blast generated
by fans or blowers—Merriam-Webster Dictionary)
Sensorial SystemDGPS for Localization; ultrasonic sensor for obstacle detection
ResultsSpeedsprayer autonomous operation: within 50-cm deviation. The speedsprayer could avoid trees
or obstacles in emergency situations

Author/CentreHague et al., 2000. Silsoe Research Institute, Wrest Park, UK [56]
ApplicationGround-based sensing methods for vehicle-position fixing
Sensorial SystemSensor package: machine vision, odometers, accelerometers, and a compass
ResultsReducing the low noise level of the odometric data and eliminating drift using sensor fusion

Author/CentreSubramanian et al., 2006. Department of Agricultural and Biological Engineering, University of Florida, USA [57]
ApplicationAutonomous guidance system for use in a citrus grove
Sensorial SystemMachine vision and laser radar (LADAR)
ResultsMachine vision guidance: average error of 2.8 cm. LADAR guidance: average error of 2.5 cm
(Tested in a curved path at a speed of 3.1 m/s)

Author/CentreXue et al., 2012. Department of Agricultural and Biological Engineering, University of Illinois, USA [58]
ApplicationVariable field-of-view machine vision method for agricultural robot navigation between rows in cornfields
Sensorial SystemMachine vision with pitch and yaw motion control
ResultsMaximum guidance error of 15.8 mm and stable navigational behavior