DocumentCode :
1325289
Title :
Needle dynamics modelling and control in prostate brachytherapy
Author :
Maghsoudi, A. ; Jahed, Mehran
Author_Institution :
Robot. & Machine Vision Lab., Sharif Univ. of Technol., Tehran, Iran
Volume :
6
Issue :
11
fYear :
2012
Firstpage :
1671
Lastpage :
1681
Abstract :
Although `Needle steering` is considered a challenge in needle insertion strategies, needle control becomes a crucial training tool for evaluating surgeon`s skills in such critical incision. In this study, a model-based dynamics equation for the needle movement through the soft tissue is developed. In the proposed control scheme, the force estimation calculated through the simulated tissue deformation data and the dynamic finite element as the tissue model, is used as the force feedback. To point out the role of mechanical properties of the soft tissue, an inverse dynamics control method is used to demonstrate the system performance in presence of uncertainty in tissue mechanical parameters. Moreover, it is shown that the uncertainty in the tissue mechanical parameters dramatically affects the system performance as well as causing instability. Hence subsequently, a robust control approach is designed to compensate for the undesirable effect of parameter uncertainty in the system.
Keywords :
biological tissues; biomedical education; brachytherapy; cancer; compensation; control engineering education; finite element analysis; force feedback; human-robot interaction; medical robotics; patient treatment; robot dynamics; robust control; uncertain systems; dynamic finite element; force estimation; force feedback; inverse dynamics control method; model-based dynamics equation; needle dynamics control; needle dynamics modelling; needle insertion strategies; needle steering; parameter uncertainty; prostate brachytherapy; robust control; soft tissue mechanical properties; tissue deformation data; tissue model; training tool;
fLanguage :
English
Journal_Title :
Control Theory & Applications, IET
Publisher :
iet
ISSN :
1751-8644
Type :
jour
DOI :
10.1049/iet-cta.2011.0449
Filename :
6336893
Link To Document :
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