Title :
Towards automated robot-based nanohandling
Author :
Fatikow, Sergej ; Wortmann, T. ; Mikczinski, M. ; Dahmen, Christian ; Stolle, C.
Author_Institution :
Div. Microrobotics & Control Eng. (AMiR), Univ. of Oldenburg, Oldenburg, Germany
Abstract :
One of the key challenges of microsystem- and nanotechnologies is the automation of robot-based nanomanipulation. However, there is limited sensor feedback due to lack of appropriate sensors. Sensor feedback is required for repeatable actuator movements from macro- down to the nanoscale. This complicates the design of reliable automation processes. In this paper, the development of an automated robot-based toolbox for cell injection and handling is presented. This toolbox includes several sensor methods, bridging several orders of magnitude as feedback for automation. A non-linear support vector machine (SVM) is applied for classification of the viability of cells as feedback for quality control. A visual servoing algorithm for position tracking of the injection needle as well as an injection force sensor have been developed. First automation results and the control system are explained.
Keywords :
control engineering computing; industrial manipulators; materials handling; micromanipulators; position control; quality control; support vector machines; visual servoing; automated robot-based nanohandling; automated robot-based toolbox; limited sensor feedback; nonlinear support vector machine; position tracking; quality control; robot-based nanomanipulation; visual servoing algorithm; Actuators; Design automation; Feedback; Needles; Quality control; Robot sensing systems; Robotics and automation; Support vector machine classification; Support vector machines; Visual servoing; Nanohandling; cell classification; distributed control architecture; force-sensing; visual servoing;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5194956