Optimization of Layout and Path Planning of Surgical Robotic System

Authors
Quoc Cuong NguyenKim, YoungjunKwon, HyukDong
Issue Date
2017-02
Publisher
INST CONTROL ROBOTICS & SYSTEMS, KOREAN INST ELECTRICAL ENGINEERS
Citation
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, v.15, no.1, pp.375 - 384
Abstract
Positioning a surgical robot for optimal operation in a crowded operating room is a challenging task. In the robotic-assisted surgical procedures, the surgical robot's end-effector must reach the patient's anatomical targets because repositioning of the patient or surgical robot requires additional time and labor. This paper proposes an optimization algorithm to determine the best layout of the operating room, combined with kinematics criteria and optical constraints applied to the surgical assistant robot system. A new method is also developed for trajectory of robot's end-effector for path planning of the robot motion. The average deviations obtained from repeatability tests for surgical robot's layout optimization were 1.4 and 4.2 mm for x and y coordinates, respectively. The results of this study show that the proposed optimization method successfully solves the placement problem and path planning of surgical robotic system in operating room.
Keywords
GENETIC ALGORITHM; OPTIMAL PLACEMENT; MANIPULATOR; GENETIC ALGORITHM; OPTIMAL PLACEMENT; MANIPULATOR; Genetic algorithm; medical robot; operating room layout; optimization; path planning
ISSN
1598-6446
URI
https://pubs.kist.re.kr/handle/201004/123155
DOI
10.1007/s12555-015-0418-z
Appears in Collections:
KIST Article > 2017
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