Title :
Control scheme with tissue interaction detection for a single port access surgery robotic platform
Author :
Perez-del-Pulgar, C.J. ; Munoz, V.F.
Author_Institution :
Syst. Eng. & Autom. Dept., Univ. de Malaga, Malaga, Spain
Abstract :
This paper proposes a control scheme for handling surgical instruments by a single port access surgery robotic platform. This scheme is based on a Hidden Markov Model for detecting interaction with tissue inside the abdomen and a Kalman filter measurement fusion method for estimating the fulcrum point using forces and torques exerted on several instruments. In order to perform movements taking into account the estimated fulcrum point, a parallel force-position control algorithm is proposed in order to minimize exerted forces in the patient´s abdomen. At last, proposed control scheme has been implemented in a surgical robotics platform composed by two manipulators and experimental results are shown in order to demonstrate how it works.
Keywords :
Kalman filters; biological tissues; force control; hidden Markov models; medical robotics; object detection; position control; sensor fusion; surgery; Kalman filter measurement fusion method; control scheme; exerted force minimization; fulcrum point estimation; hidden Markov model; manipulators; parallel force-position control algorithm; patient abdomen; single port access surgery robotic platform; surgical instruments; tissue interaction detection; End effectors; Force; Hidden Markov models; Instruments; Surgery;
Conference_Titel :
Biomedical Robotics and Biomechatronics (2014 5th IEEE RAS & EMBS International Conference on
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4799-3126-2
DOI :
10.1109/BIOROB.2014.6913862