A Stability and Safety Control Method in Robot-Assisted Decompressive Laminectomy Considering Respiration and Deformation of Spine

被引:19
作者
Li, Meng [1 ,2 ]
Qi, Xiaozhi [3 ]
Sun, Yu [3 ]
Li, Bing [1 ]
Hu, Ying [3 ]
Tian, Wei [4 ]
机构
[1] Harbin Inst Technol, Dept Mech Engn & Automat, Shenzhen 518055, Peoples R China
[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[3] Chinese Acad Sci, Shenzhen Inst Adv Technol, Guangdong Hong Kong Macao Joint Lab Human Machine, Shenzhen 518055, Peoples R China
[4] Beijing Jishuitan Hosp, Beijing 100035, Peoples R China
基金
中国国家自然科学基金;
关键词
Surgery; Robots; Force; Ventilators; Strain; Safety; Robot kinematics; Robot-assisted surgery; decompressive laminectomy; respiratory model; fuzzy control; POSITION-FORCE CONTROL; SBRT; COMPENSATION; MOTION; MODEL;
D O I
10.1109/TASE.2022.3147270
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Robot-assisted decompressive laminectomy is a new strategy in clinical applications. However, a stable contact force between the bone-cutting device and lamina is needed to keep it working correctly, which may be affected by respiration and deformation. The surgeon can adapt to this dynamic process quickly, but the robot could cause a considerable force that may damage the patient. This paper proposes a compensation control method based on a respiration-spine model to first improve the stability of the contact force. The model is established based on human morphology and ventilator parameters for anaesthetised patients. The control method is a combination of a surgery sleeve and active fuzzy control to improve the robustness of the robot. The control of the sleeve is related to the thickness of the bone layer, which can be calculated from the image. Furthermore, the lower boundary of the lamina in the CT image is extracted as a safety constraint that can protect the spinal nerves. Finally, an experiment is conducted to verify the safety constraint and compare the changes in contact force with or without the control method. The statistical experiment shows that the control error is 2.47 N without the force control method, while the force control error is 0.223 N when the target control force is 2 N. The robot will hover on the surface of the spine after completing the laminectomy of the planned area. These results show that the robot can be controlled safely and stably.
引用
收藏
页码:258 / 270
页数:13
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