Optimization of layout and path planning of surgical robotic system

被引:0
|
作者
Quoc Cuong Nguyen
Youngjun Kim
HyukDong Kwon
机构
[1] Seoul National University of Science and Technology,Graduate School of NID Fusion Technology
[2] Korea Institute of Science and Technology,Center for Bionics
来源
International Journal of Control, Automation and Systems | 2017年 / 15卷
关键词
Genetic algorithm; medical robot; operating room layout; optimization; path planning;
D O I
暂无
中图分类号
学科分类号
摘要
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.
引用
收藏
页码:375 / 384
页数:9
相关论文
共 50 条
  • [41] Path Optimization of Stacker in Compact Storage System with Dual-Port Layout
    Yan Q.
    Lu J.
    Jiang W.
    Shao Y.
    Tang H.
    Li Y.
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2022, 56 (07): : 858 - 867
  • [42] Optimization of robotic path planning and navigation point configuration based on convolutional neural networks
    Wu, Jian
    Li, Huan
    Li, Bangjie
    Zheng, Xiaolong
    Zhang, Daqiao
    FRONTIERS IN NEUROROBOTICS, 2024, 18
  • [43] Robust Optimization Design for Path Planning of Bionic Robotic Fish in the Presence of Ocean Currents
    Tian, Qunhong
    Wang, Tao
    Wang, Yunxia
    Li, Changjiang
    Liu, Bing
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 10 (08)
  • [44] Collaborative Optimization of Storage Location Assignment and Path Planning in Robotic Mobile Fulfillment Systems
    Cai, Jianming
    Li, Xiaokang
    Liang, Yue
    Ouyang, Shan
    SUSTAINABILITY, 2021, 13 (10)
  • [45] Path Planning of Parafoil System Based on Particle Swarm Optimization
    Liu Zhao
    Kong Jianyi
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL I, 2009, : 450 - +
  • [46] Development of a Cascade Intelligent System for Path Planning of the Group of Marine Robotic Complexes
    Nikushchenko, Dmitry
    Maevskiy, Andrey
    Kozhemyakin, Igor
    Ryzhov, Vladimir
    Bondar, Alexander
    Goreliy, Artem
    Pechaiko, Ivan
    Nikitina, Ekaterina
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 11 (03)
  • [47] Path and Trajectory Planning of a Tethered UAV-UGV Marsupial Robotic System
    Martinez-Rozas, S.
    Alejo, D.
    Caballero, F.
    Merino, L.
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (10) : 6475 - 6482
  • [48] An FM*-Based Comprehensive Path Planning System for Robotic Floating Garbage Cleaning
    Kong, Shihan
    Wu, Zhengxing
    Qiu, Changlin
    Tian, Manjun
    Yu, Junzhi
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (12) : 23821 - 23830
  • [49] Path planning for origami carton folding with a multi-fingered robotic system
    Yao, Wei
    Dai, Jian S.
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE 2007, VOL 8, PTS A AND B, 2008, : 1205 - 1211
  • [50] Virtual Reality Based Support System for Layout Planning and Programming of an Industrial Robotic Work Cell
    Yap, Hwa Jen
    Taha, Zahari
    Dawal, Siti Zawiah Md
    Chang, Siow-Wee
    PLOS ONE, 2014, 9 (10):