Robust control of a bevel-tip needle for medical interventional procedures

In minimally invasive surgery, one of the main objectives is to ensure safety and target reaching accuracy during needle steering inside the target organ. In this research work, the needle steering approach is determined using a robust control algorithm namely the Integral sliding mode control &...

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Veröffentlicht in:IEEE/CAA journal of automatica sinica 2020-01, Vol.7 (1), p.244-256
Hauptverfasser: Hans, Surender, Joseph, Felix Orlando Maria
Format: Artikel
Sprache:eng
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Zusammenfassung:In minimally invasive surgery, one of the main objectives is to ensure safety and target reaching accuracy during needle steering inside the target organ. In this research work, the needle steering approach is determined using a robust control algorithm namely the Integral sliding mode control &#x0028 ISMC &#x0029 strategy to eliminate the chattering problem associated with the general clinical scenario. In general, the discontinuity component of feedback control input is not appropriate for the needle steering methodology due to the practical limitations of the driving actuators. Thus in ISMC, we have incorporated the replacement of the discontinuous component using a super twisting control &#x0028 STC &#x0029 input due to its unique features of chattering elimination and disturbance observation characteristics. In our study, the kinematic model of an asymmetric flexible bevel-tip needle in a soft-tissue phantom is used to evaluate stability analysis. A comparative study based on the analysis of chattering elimination is executed to determine the performance of the proposed control strategy in real-time needle steering with conventional sliding mode control using vision feedback through simulation and experimental results. This validates the efficacy of the proposed control strategy for clinical needle steering.
ISSN:2329-9266
2329-9274
DOI:10.1109/JAS.2019.1911660