Intuitive programming of self-adaptive robots (ABOT)
A typical task requiring the use of external sensors for successful execution
Object locations are saved as probability distributions to optimise the search for the next execution
Abstract
The aim of this project is to define an intuitive way for the development of complex sensor-based robot programs. Nowadays this is a very time-consuming task and requires detailed knowledge about the type of application and the format of the sensor data. Because of this the use of sensors in modern robot-programs is still not very widespread.
The main idea in this project is to use the robots sensors to gain information about the environment during multiple executions of the task at hand. This knowledge will not be specified by the programmer but is gained autonomously by the robot itself when executing the task. The gained information is then used to adapt the programm automatically to the given task resulting in a faster and more robust execution the next time.
Our aim is to encapsulate this adaption-process in a simple, easy-to-use programming environment allowing programmers to generate complex, sensor-based robot programs without having to deal with the task of defining and processing the sensory information.
Applications
- Sensor-supported robot programmes for industrial applications
- Manipulation of flexible and alternating objects
- Automatic adaptation to dynamic work environments
Contact
Pictures
Press releases
Spezialisten überflüssig - Die Sensorik Integration — Wie lassen sich Roboter-Applikationen für Handhabungsaufgaben auch durch Nicht-Experten einfach programmieren? Das Projekt "A-Bot" zeigt neue Ansätze auf.
(Computer & AUTOMATION - Fachmagazin der Fertigungs- und Prozesstechnik, 07. Oktober 2009)
Information
Detailed information about the project (in German)
Wanted
Publications
- Jan Deiterding; (2011)
Simplified Integration of External Sensors in Industrial Robot Programs - Jan Deiterding; Dominik Henrich; (2009)
Spezialisten überflüssig - Die Sensorik Integration
(Computer & AUTOMATION - Fachmagazin der Fertigungs- und Prozesstechnik)
online version: www.computer-automation.de - Jan Deiterding; Dominik Henrich; (2009)
Online calibration of one-dimensional sensors for robot manipulation tasks
(ICINCO - 6th international conference on informatics in control, automation and robotics 2009 ) - Jan Deiterding; Dominik Henrich; (2009)
Probability Based Robot Search Paths
(German Workshop on Robotics 2009) - Jan Deiterding; Dominik Henrich; (2008)
Workpiece Drift Recognition and Adaptation for Robot Manipulation Tasks
(17th International Workshop on Robotics in Alpe-Adria-Danube Region) - Jan Deiterding; Dominik Henrich; (2008)
Acquiring Change Models for Sensor-Based Robot Manipulation
(2008 IEEE International Conference on Robotics and Automation, Pasadena/USA) - Jan Deiterding; Dominik Henrich; (2007)
Automatic adaptation of sensor-based robots
(2007 IEEE International Conference on Intelligent Robots and Systems, San Diego/USA) - Jan Deiterding; Dominik Henrich; Antoine Schlechter; (2006)
Acoustic detection of contact state changes of deformable linear objects
(International Symposium on Robotics (ISR 2006) / 4th German Conference on Robotics (Robotik 2006))