Corn plant sensing using real-time stereo vision

This paper describes the key system components of a team of three tractors in a peat moss harvesting operation. The behavior and actions of the tractors were designed to mimic manual harvest operations while maintaining a safe operating environment. To accomplish this objective, each of the three tractors was equipped with a bolt-on automation package, and a human operator (team leader) was given a remote user interface to command and monitor the mission. The automation package included positioning, planning, and control, as well as coordination and perception systems to preserve field harvesting order, detect obstacles, and report physical changes in the operating environment. The system performed more than 100 test field harvesting missions during one season in a working peat bog, including three complete system tests with the end users. © 2009 Wiley Periodicals, Inc.

[1]  Raja Parasuraman,et al.  Humans and Automation: Use, Misuse, Disuse, Abuse , 1997, Hum. Factors.

[2]  S. W. Searcy,et al.  Vision-based guidance of an agriculture tractor , 1987, IEEE Control Systems Magazine.

[3]  Karl Murphy,et al.  Autonomous Mobility for the Demo III Experimental Unmanned Vehicles , 2002 .

[4]  Dionysis Bochtis,et al.  Field Operations Planning for Agricultural Vehicles:A Hierarchical Modeling Framework , 2007 .

[5]  Julie A. Adams,et al.  Assessing the scalability of a multiple robot interface , 2007, 2007 2nd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[6]  Julie A. Adams,et al.  Visualization of Multiple Robots during Team Activities , 2006 .

[7]  John D. Lee,et al.  Trust in Automation: Designing for Appropriate Reliance , 2004 .

[8]  Anthony Stentz,et al.  Market-based Multirobot Coordination for Complex Tasks , 2006, Int. J. Robotics Res..

[9]  Janice Redish,et al.  Task analysis , 2002 .

[10]  Michael Happold,et al.  The Demeter System for Automated Harvesting , 2002, Auton. Robots.

[11]  Lovekesh Vig,et al.  Market-Based Multi-robot Coalition Formation , 2006, DARS.

[12]  J. Y. S. Luh,et al.  Coordination and control of a group of small mobile robots , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[13]  Anne Treisman,et al.  Features and objects in visual processing , 1986 .

[14]  Mica R. Endsley,et al.  Measurement of Situation Awareness in Dynamic Systems , 1995, Hum. Factors.

[15]  J. B. Gerrish,et al.  SELF-STEERING TRACTOR GUIDED BY COMPUTER-VISION , 1997 .

[16]  Bradford W. Parkinson,et al.  Precision robotic control of agricultural vehicles on realistic farm trajectories , 1999 .

[17]  Tucker R. Balch,et al.  Motor Schema-Based Formation Control for Multiagent Robot Teams , 1995, ICMAS.

[18]  Andrew Karl Wilhelm Rekow System identification, adaptive control and formation driving of farm tractors , 2001 .

[19]  Herman Herman,et al.  A System for Semi-Autonomous Tractor Operations , 2002, Auton. Robots.

[20]  John Billingsley,et al.  Vision-guidance of agricultural vehicles , 1995, Auton. Robots.

[21]  Aaron C. Courville,et al.  A Generative Model of Terrain for Autonomous Navigation in Vegetation , 2006, Int. J. Robotics Res..

[22]  Noboru Noguchi,et al.  Agricultural automatic guidance research in North America , 2000 .