Efficient multi-parameter calibration method for CVC assist robot with servo-navigation system

被引:7
作者
Wang, Dongxiao [1 ,2 ]
Zhang, Bo [2 ,3 ]
Zhang, Lei [2 ]
Zhang, Liqun [2 ]
Yang, Menglin [2 ]
Akahoshi, Tomohiko [4 ]
Hashizume, Makoto [4 ]
Fujie, Masakatsu G. [2 ,3 ]
机构
[1] Beijing Inst Technol, Sch Opt & Photon, Beijing, Peoples R China
[2] Beijing Inst Technol, Beijing Adv Innovat Ctr Intelligent Robots, Beijing, Peoples R China
[3] Waseda Univ, Future Robot Org, Tokyo, Tokyo, Japan
[4] Kyushu Univ, Fac Med Sci, Dept Adv Med Initiat, Fukuoka, Japan
来源
JOURNAL OF ENGINEERING-JOE | 2019年 / 2019卷 / 14期
基金
中国国家自然科学基金;
关键词
mobile robots; particle swarm optimisation; navigation; catheters; needles; calibration; robots; path planning; medical robotics; efficient multiparameter calibration method; servo-navigation system; servo-puncture navigation system; clinical application; central venous catheter puncture-assist robot; servo-predictive navigation system; puncturing needle path; conventional path plan line; path plan line deviation; self-adaptive system; puncture-assist robot MRAPS II; CVC puncture-assist robot; ULTRASOUND; PUNCTURE;
D O I
10.1049/joe.2018.9413
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
High precision and servo-puncture navigation system is of great significance for the clinical application of central venous catheter (CVC) puncture-assist robot guided by ultrasound. Therefore, the authors proposed a new servo-predictive navigation system, which can track the posture of robot and predict the puncturing needle path in real time, effectively solving the limitation of conventional path plan line, such as path plan line deviation. For ensuring the accuracy of this predictive navigation system, a multi-parameter calibration method using particle swarm optimisation (PSO) based on self-adaptive system was adopted in this research, and applied to authors' self-developed servo-predictive navigation system for puncture-assist robot MRAPS II. Experimental results indicated that by calibrating mechanical and control parameters, the authors can effectively improve the accuracy of servo-navigation system. It greatly promoted the use of CVC puncture-assist robot in clinical application.
引用
收藏
页码:536 / 542
页数:7
相关论文
共 17 条
[1]   Positioning for Lumbar Puncture in Children Evaluated by Bedside Ultrasound [J].
Abo, Alyssa ;
Chen, Lei ;
Johnston, Patrick ;
Santucci, Karen .
PEDIATRICS, 2010, 125 (05) :E1149-E1153
[2]   Multimodal Detection of Iron Oxide Nanoparticles in Rat Lymph Nodes Using Magnetomotive Ultrasound Imaging and Magnetic Resonance Imaging [J].
Evertsson, Maria ;
Kjellman, Pontus ;
Cinthio, Magnus ;
Fredriksson, Sarah ;
't Zandt, Rene In ;
Persson, Hans W. ;
Jansson, Tomas .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2014, 61 (08) :1276-1283
[3]   Outbreak of Pseudomonas aeruginosa infections after transrectal ultrasound-guided prostate biopsy [J].
Gillespie, Jennifer L. ;
Arnold, Kathryn E. ;
Noble-Wang, Judith ;
Jensen, Bette ;
Arduino, Matthew ;
Hageman, Jeffrey ;
Srinivasan, Arjun .
UROLOGY, 2007, 69 (05) :912-914
[4]   An ultrasound-driven needle-insertion robot for percutaneous cholecystostomy [J].
Hong, J ;
Dohi, T ;
Hashizume, M ;
Konishi, K ;
Hata, N .
PHYSICS IN MEDICINE AND BIOLOGY, 2004, 49 (03) :441-455
[5]  
Ida Mitsuru, 2014, Masui, V63, P62
[6]  
Ince T., 2014, Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition
[7]  
Inman C. M, 1986, US, Patent No. [4578063 A[P], 4578063]
[8]   Navigation-based needle puncture of a cadaver using a hybrid tracking navigational system [J].
Khan, M. Fawad ;
Dogan, Selami ;
Maataoui, Adel ;
Wesarg, Stefan ;
Gurung, Jessen ;
Ackermann, Hanns ;
Schiemann, Mirko ;
Wimmer-Greinecker, Gerhard ;
Vogl, Thomas J. .
INVESTIGATIVE RADIOLOGY, 2006, 41 (10) :713-720
[9]   Development of a needle insertion manipulator for central venous catheterization [J].
Kobayashi, Yo ;
Hong, Jaesung ;
Hamano, Ryutaro ;
Okada, Kaoru ;
Fujie, Masakatsu G. ;
Hashizume, Makoto .
INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2012, 8 (01) :34-44
[10]  
Les C B, 2009, BIOPHOTONICS INT, V16, P14