Mobile Manipulation in Unstructured Environments: Perception, Planning, and Execution

作者: Sachin Chitta , E. Jones , Matei Ciocarlie , Kaijen Hsiao

DOI: 10.1109/MRA.2012.2191995

关键词:

摘要: Unstructured human environments present a substantial challenge to effective robotic operation. Mobile manipulation in requires dealing with novel unknown objects, cluttered workspaces, and noisy sensor data. We an approach mobile pick place such using combination of two-dimensional (2-D) three-dimensional (3-D) visual processing, tactile proprioceptive data, fast motion planning, reactive control monitoring, grasping. demonstrate our by two-arm system objects. Reactive components allow account for uncertainty arising from sensors, inaccurate perception (e.g., object detection or registration), dynamic changes the environment. also set tools that allows be easily configured within short time new system.

参考文章(25)
Matei Ciocarlie, Kaijen Hsiao, Edward Gil Jones, Sachin Chitta, Radu Bogdan Rusu, Ioan A Şucan, None, Towards Reliable Grasping and Manipulation in Household Environments international symposium on experimental robotics. pp. 241- 252 ,(2014) , 10.1007/978-3-642-28572-1_17
Hauke Strasdat, Casey Helfrich, Dmitry Berenson, Rosen Diankov, Siddhartha Srinivasa, David I. Ferguson, Mike Vande Weghe, The robotic busboy: Steps towards developing a mobile robotic home assistant international conference on intelligent autonomous systems. ,vol. 10, pp. 129- 136 ,(2008) , 10.3233/978-1-58603-887-8-129
A.T. Miller, P.K. Allen, Graspit! A versatile simulator for robotic grasping IEEE Robotics & Automation Magazine. ,vol. 11, pp. 110- 122 ,(2004) , 10.1109/MRA.2004.1371616
Nikolaus Vahrenkamp, Martin Do, Tamim Asfour, Rüdiger Dillmann, Integrated Grasp and motion planning international conference on robotics and automation. pp. 2883- 2888 ,(2010) , 10.1109/ROBOT.2010.5509377
Matei Ciocarlie, Caroline Pantofaru, Kaijen Hsiao, Gary Bradski, Peter Brook, Ethan Dreyfuss, A Side of Data With My Robot IEEE Robotics & Automation Magazine. ,vol. 18, pp. 44- 57 ,(2011) , 10.1109/MRA.2011.940990
Advait Jain, Charles C. Kemp, EL-E: an assistive mobile manipulator that autonomously fetches objects from flat surfaces Autonomous Robots. ,vol. 28, pp. 45- 64 ,(2010) , 10.1007/S10514-009-9148-5
Mrinal Kalakrishnan, Sachin Chitta, Evangelos Theodorou, Peter Pastor, Stefan Schaal, STOMP: Stochastic trajectory optimization for motion planning international conference on robotics and automation. pp. 4569- 4574 ,(2011) , 10.1109/ICRA.2011.5980280
B Bauml, T Wimbock, G Hirzinger, Kinematically optimal catching a flying ball with a hand-arm-system intelligent robots and systems. pp. 2592- 2599 ,(2010) , 10.1109/IROS.2010.5651175
P.J. Besl, Neil D. McKay, A method for registration of 3-D shapes IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 14, pp. 239- 256 ,(1992) , 10.1109/34.121791
Joseph M. Romano, Kaijen Hsiao, Günter Niemeyer, Sachin Chitta, Katherine J. Kuchenbecker, Human-Inspired Robotic Grasp Control With Tactile Sensing IEEE Transactions on Robotics. ,vol. 27, pp. 1067- 1079 ,(2011) , 10.1109/TRO.2011.2162271