Estimation of the friction force during the needle insertion using the disturbance observer and the recursive least square

ROBOMECH Journal

Yuta Fukushima¹  Kiyoshi Naemura¹ 

[1] Tokyo University of Technology, Graduate School of Bionics Computer and Media Science, Katakuramachi, Hachioji City, Japan

关键词: Percutaneous therapy;    Needle insertion;    Modeling;    Recursive least square;    Disturbance observer;   

DOI  :  10.1186/s40648-014-0014-7

学科分类：人工智能

来源: Springer

【 摘 要 】

Needle insertion can be performed with the aid of an ultrasound (US) image. Detecting the position of a needle in a US image requires considerable technical expertise. To detect whether the needle has reached the target, the physician usually relies on physically sensing the amount of force being fed back from the tip of the needle to their fingertip. The goal of our research was to develop a force visualization system to assist physicians by providing them with a visual representation of the needle tip force. In this paper, we elucidated the characteristics of the force during the needle insertion, and designed the friction force estimation method. Needle tip force is difficult to estimate directly. The total insertion force acting on the needle was defined by adding the needle tip force to the friction force of the needle surface. Therefore, we proposed a method of estimating the change in the friction force by measuring the total insertion force during needle insertion using recursive least square method and a disturbance observer. The needle tip and friction forces were modeled on the basis of the results of in vitro experiments used pork back ribs. The experiments performed using the coaxial needle. This needle could measure the total insertion force and the needle tip force separately in real time. The validity of the designed estimator was evaluated by using the force values obtained by using a coaxial needle. As a result, the estimated friction force and measured friction force were found to be qualitatively consistent. However, a slight error was observed.

【 授权许可】

CC BY