TY  - JOUR
PY  - 2012//
TI  - Intelligent emergency stop algorithm for a manipulator using a new regression method
JO  - Sensors (Basel)
A1  - Cheon, Minkyu
A1  - Lee, Jeisung
A1  - Lee, Wonju
A1  - Hyun, Chang-Ho
A1  - Park, Mignon
SP  - 7451
EP  - 7467
VL  - 12
IS  - 6
N2  - In working environments with large manipulators, accidental collisions can cause severe personal injuries and can seriously damage manipulators, necessitating the development of an emergency stop algorithm to prevent such occurrences. In this paper, we propose an emergency stop system for the efficient and safe operation of a manipulator by applying an intelligent emergency stop algorithm. Our proposed intelligent algorithm considers the direction of motion of the manipulator. In addition, using a new regression method, the algorithm includes a decision step that determines whether a detected object is a collision-causing obstacle or a part of the manipulator. We apply our emergency stop system to a two-link manipulator and assess the performance of our intelligent emergency stop algorithm as compared with other models.<p />  <p>Language: en</p>
LA  - en
SN  - 1424-8220
UR  - http://dx.doi.org/10.3390/s120607451
ID  - ref1
ER  -