Skip to main content
Top
Published in:

08-02-2025 | Research

Nonlinear adaptive impedance control of a haptic interaction use in endoscopic sinus surgery simulation system

Authors: Zahra Rabieefard, Mostafa Rostami, Mohammad A. Khosravi, Soroush Sadeghnejad

Published in: Meccanica | Issue 2/2025

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The bilateral teleoperation technique has garnered significant attention due to its effectiveness in performing tasks in surgical applications and simulators. The Novint Falcon robot combines affordability, haptic feedback, and versatility, making it a valuable tool for advancing haptic and teleoperation technologies. It can be used as a training simulator for otolaryngology surgery, a field that involves both hard and soft tissues, making it particularly challenging. A proper controller is essential to ensure the stability of such systems. This research proposes a robust adaptive sliding mode control approach for a one-degree-of-freedom Falcon robot. The strategy adjusts the impedance to a predefined nonlinear impedance model that approximates the properties of sino-nasal tissue. The stability of the proposed control method and the convergence of the tracking error are proven using the Lyapunov stability theorem. Simulation and experimental studies demonstrate the effectiveness of the proposed controller. Additionally, a comparison with an adaptive sliding mode controller without a robust term highlights that while both controllers achieve trajectory tracking, the proposed controller achieves significantly lower tracking errors. This error for robust adaptive control falls below 0.005 after a few seconds. However, the tracking error for adaptive control without robustness is notably larger.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Sharifi M, Salarieh H, Behzadipour S, Tavakoli M (2017) Stable nonlinear trilateral impedance control for dual-user haptic teleoperation systems with communication delays. J Dyn Syst Meas Control 139(12):121012CrossRefMATH Sharifi M, Salarieh H, Behzadipour S, Tavakoli M (2017) Stable nonlinear trilateral impedance control for dual-user haptic teleoperation systems with communication delays. J Dyn Syst Meas Control 139(12):121012CrossRefMATH
2.
go back to reference Michel G, Salunkhe DH, Bordure P, Chablat D (2021) Literature review on endoscopic robotic systems in ear and sinus surgery. CoRR, abs/2109.13661 Michel G, Salunkhe DH, Bordure P, Chablat D (2021) Literature review on endoscopic robotic systems in ear and sinus surgery. CoRR, abs/2109.13661
3.
go back to reference Li X, Alemzadeh H, Daniel Chen, Kalbarczyk Z, Iyer RK, Kesavadas T (2017) Surgeon training in telerobotic surgery via a hardware-in-the-loop simulator. J Healthc Eng 2017:6702919CrossRefMATH Li X, Alemzadeh H, Daniel Chen, Kalbarczyk Z, Iyer RK, Kesavadas T (2017) Surgeon training in telerobotic surgery via a hardware-in-the-loop simulator. J Healthc Eng 2017:6702919CrossRefMATH
4.
go back to reference Choi K-S, He X, Chiang V, Deng Z (2014) A virtual reality based simulator for learning nasogastric tube placement. Comput Biol Med 57:12MATH Choi K-S, He X, Chiang V, Deng Z (2014) A virtual reality based simulator for learning nasogastric tube placement. Comput Biol Med 57:12MATH
5.
go back to reference Fortes B, Balsalobre L, Weber R, Stamm R, Stamm A, Oto F, Coronel N (2016) Endoscopic sinus surgery dissection courses using a real simulator: the benefits of this training. Brazilian J Otorhinolaryngol 82:26–32CrossRefMATH Fortes B, Balsalobre L, Weber R, Stamm R, Stamm A, Oto F, Coronel N (2016) Endoscopic sinus surgery dissection courses using a real simulator: the benefits of this training. Brazilian J Otorhinolaryngol 82:26–32CrossRefMATH
6.
go back to reference Chan M, Carrie S (2018) Training and assessment in functional endoscopic sinus surgery. J Laryngol Otol 132(2):133–137CrossRefMATH Chan M, Carrie S (2018) Training and assessment in functional endoscopic sinus surgery. J Laryngol Otol 132(2):133–137CrossRefMATH
7.
go back to reference Ramakrishnan VR, Kingdom TT, Nayak JV, Hwang PH, Orlandi RR (2012) Nationwide incidence of major complications in endoscopic sinus surgery. In: International forum of allergy and rhinology, vol. 2, Wiley Online Library, pp 34–39 Ramakrishnan VR, Kingdom TT, Nayak JV, Hwang PH, Orlandi RR (2012) Nationwide incidence of major complications in endoscopic sinus surgery. In: International forum of allergy and rhinology, vol. 2, Wiley Online Library, pp 34–39
8.
go back to reference Schneider JS, Burgner J, Webster III RJ, Russell III PT (2013) Robotic surgery for the sinuses and skull base: What are the possibilities and what are the obstacles? Curr Opin Otolaryngol Head Neck Surg 21(1):11–16CrossRef Schneider JS, Burgner J, Webster III RJ, Russell III PT (2013) Robotic surgery for the sinuses and skull base: What are the possibilities and what are the obstacles? Curr Opin Otolaryngol Head Neck Surg 21(1):11–16CrossRef
9.
go back to reference Musbahi O, Aydin A, Al Omran Y, Skilbeck CJ, Ahmed K (2017) Current status of simulation in otolaryngology: a systematic review. J Surg Edu 74(2):203–215CrossRef Musbahi O, Aydin A, Al Omran Y, Skilbeck CJ, Ahmed K (2017) Current status of simulation in otolaryngology: a systematic review. J Surg Edu 74(2):203–215CrossRef
10.
go back to reference Khadivar F, Sadeghnejad S, Moradi H, Vossoughi G (2020) Dynamic characterization and control of a parallel haptic interaction with an admittance type virtual environment. Meccanica 55(3):435–452MathSciNetCrossRefMATH Khadivar F, Sadeghnejad S, Moradi H, Vossoughi G (2020) Dynamic characterization and control of a parallel haptic interaction with an admittance type virtual environment. Meccanica 55(3):435–452MathSciNetCrossRefMATH
11.
go back to reference Khadivar F, Sadeghnejad S, Moradi H, Vossoughi G, Farahmand F(2017) Dynamic characterization of a parallel haptic device for application as an actuator in a surgery simulator. In: 2017 5th RSI International conference on robotics and mechatronics (ICRoM), pp 186–191 Khadivar F, Sadeghnejad S, Moradi H, Vossoughi G, Farahmand F(2017) Dynamic characterization of a parallel haptic device for application as an actuator in a surgery simulator. In: 2017 5th RSI International conference on robotics and mechatronics (ICRoM), pp 186–191
12.
go back to reference Kolbari H, Sadeghnejad S, Bahrami M, Ali KE (2018) Adaptive control of a robot-assisted tele-surgery in interaction with hybrid tissues. J Dyn Syst Meas Control 140(12):121012CrossRefMATH Kolbari H, Sadeghnejad S, Bahrami M, Ali KE (2018) Adaptive control of a robot-assisted tele-surgery in interaction with hybrid tissues. J Dyn Syst Meas Control 140(12):121012CrossRefMATH
13.
go back to reference Sadeghnejad S, Farahmand F, Vossoughi G, Moradi H, Mousa Sadr Hosseini S (2019) Phenomenological tissue fracture modeling for an endoscopic sinus and skull base surgery training system based on experimental data. Med Eng Phys 68:85–93CrossRefMATH Sadeghnejad S, Farahmand F, Vossoughi G, Moradi H, Mousa Sadr Hosseini S (2019) Phenomenological tissue fracture modeling for an endoscopic sinus and skull base surgery training system based on experimental data. Med Eng Phys 68:85–93CrossRefMATH
14.
go back to reference Sadeghnejad S, Esfandiari M, Farahmand F, Vossoughi G (2016) Phenomenological contact model characterization and haptic simulation of an endoscopic sinus and skull base surgery virtual system. In: 2016 4th International conference on robotics and mechatronics (ICROM) pp 84–89 Sadeghnejad S, Esfandiari M, Farahmand F, Vossoughi G (2016) Phenomenological contact model characterization and haptic simulation of an endoscopic sinus and skull base surgery virtual system. In: 2016 4th International conference on robotics and mechatronics (ICROM) pp 84–89
15.
go back to reference Forbrigger S, Pan Y-J (2018) Improving haptic transparency for uncertain virtual environments using adaptive control and gain-scheduled prediction. IEEE Trans Haptics 11(4):543–554CrossRefMATH Forbrigger S, Pan Y-J (2018) Improving haptic transparency for uncertain virtual environments using adaptive control and gain-scheduled prediction. IEEE Trans Haptics 11(4):543–554CrossRefMATH
16.
go back to reference Sadeghnejad S, Khadivar F, Esfandiari M, Amirkhani G, Moradi H, Farahmand F, Vossoughi G (2023) Using an improved output feedback MPC approach for developing a haptic virtual training system. J Optim Theory Appl 198:1–22MathSciNetCrossRefMATH Sadeghnejad S, Khadivar F, Esfandiari M, Amirkhani G, Moradi H, Farahmand F, Vossoughi G (2023) Using an improved output feedback MPC approach for developing a haptic virtual training system. J Optim Theory Appl 198:1–22MathSciNetCrossRefMATH
17.
go back to reference Motaharifar M, Hashtrudi-Zaad K, Mohammadi SF, Lashay A, Taghirad HD (2024) A self-tuning dual impedance control architecture for collaborative haptic training. Mechatronics 101:103205CrossRef Motaharifar M, Hashtrudi-Zaad K, Mohammadi SF, Lashay A, Taghirad HD (2024) A self-tuning dual impedance control architecture for collaborative haptic training. Mechatronics 101:103205CrossRef
18.
go back to reference Lima BC, Grillo R, Reis BAQ, Pinto LAPF, Melhem-Elias F (2024) Haptic devices as an educational approach for oral and maxillofacial surgical procedures. Journal of Stomatology, Oral and Maxillofacial Surgery 101856 Lima BC, Grillo R, Reis BAQ, Pinto LAPF, Melhem-Elias F (2024) Haptic devices as an educational approach for oral and maxillofacial surgical procedures. Journal of Stomatology, Oral and Maxillofacial Surgery 101856
19.
go back to reference Zhang J, Li H, Liu Z, Zhonghua W, Yang J (2024) The nonlinear model reference adaptive impedance control for underwater manipulator operation objects in bilateral teleoperation system. Meas Control 57:08CrossRefMATH Zhang J, Li H, Liu Z, Zhonghua W, Yang J (2024) The nonlinear model reference adaptive impedance control for underwater manipulator operation objects in bilateral teleoperation system. Meas Control 57:08CrossRefMATH
20.
go back to reference Kolbari H, Sadeghnejad S, Bahrami M, Kamali A (2015) Bilateral adaptive control of a teleoperation system based on the hunt-crossley dynamic model. In: 2015 3rd RSI international conference on robotics and mechatronics (ICROM), IEEE, pp 651–656 Kolbari H, Sadeghnejad S, Bahrami M, Kamali A (2015) Bilateral adaptive control of a teleoperation system based on the hunt-crossley dynamic model. In: 2015 3rd RSI international conference on robotics and mechatronics (ICROM), IEEE, pp 651–656
21.
go back to reference Kolbari H, Sadeghnejad S, Bahrami M, Kamali EA (2015) Nonlinear adaptive control for teleoperation systems transitioning between soft and hard tissues. In 2015 3rd RSI international conference on robotics and mechatronics (ICROM), IEEE, pp 055–060 Kolbari H, Sadeghnejad S, Bahrami M, Kamali EA (2015) Nonlinear adaptive control for teleoperation systems transitioning between soft and hard tissues. In 2015 3rd RSI international conference on robotics and mechatronics (ICROM), IEEE, pp 055–060
22.
go back to reference Dao PN, Nguyen VT, Liu Y-C (2021) Finite-time convergence for bilateral teleoperation systems with disturbance and time-varying delays. IET Control Theory Appl 15(13):1736–1748MathSciNetCrossRefMATH Dao PN, Nguyen VT, Liu Y-C (2021) Finite-time convergence for bilateral teleoperation systems with disturbance and time-varying delays. IET Control Theory Appl 15(13):1736–1748MathSciNetCrossRefMATH
23.
go back to reference Zhang J, Wang F, Wen G (2023) Sliding-mode control for teleoperation system with uncertain kinematics and dynamics: an observer-based approach. J Franklin Inst 360(12):8300–8319MathSciNetCrossRefMATH Zhang J, Wang F, Wen G (2023) Sliding-mode control for teleoperation system with uncertain kinematics and dynamics: an observer-based approach. J Franklin Inst 360(12):8300–8319MathSciNetCrossRefMATH
24.
go back to reference Shi B, Hongtao W, Zhu Y, Shang M (2021) Robust control of a new asymmetric teleoperation robot based on a state observer. Sensors 21(18):6197CrossRefMATH Shi B, Hongtao W, Zhu Y, Shang M (2021) Robust control of a new asymmetric teleoperation robot based on a state observer. Sensors 21(18):6197CrossRefMATH
25.
go back to reference Kebria PM, Khosravi A, Nahavandi S, Shi P, Alizadehsani R (2019) Robust adaptive control scheme for teleoperation systems with delay and uncertainties. IEEE Trans Cybern 50(7):3243–3253CrossRefMATH Kebria PM, Khosravi A, Nahavandi S, Shi P, Alizadehsani R (2019) Robust adaptive control scheme for teleoperation systems with delay and uncertainties. IEEE Trans Cybern 50(7):3243–3253CrossRefMATH
26.
go back to reference Yazdankhoo B, Yazdi M, Najafi F, Beigzadeh B (2022) L 1 impedance control for bilateral teleoperation containing model uncertainty. Trans Inst Meas Control 44(16):3154–3164CrossRefMATH Yazdankhoo B, Yazdi M, Najafi F, Beigzadeh B (2022) L 1 impedance control for bilateral teleoperation containing model uncertainty. Trans Inst Meas Control 44(16):3154–3164CrossRefMATH
27.
go back to reference Ebrahimi A, Sadeghnejad S, Vossoughi G, Moradi H, Farahmand F (2016) Nonlinear adaptive impedance control of virtual tool-tissue interaction for use in endoscopic sinus surgery simulation system. In: 2016 4th international conference on robotics and mechatronics (ICROM), pp 66–71 Ebrahimi A, Sadeghnejad S, Vossoughi G, Moradi H, Farahmand F (2016) Nonlinear adaptive impedance control of virtual tool-tissue interaction for use in endoscopic sinus surgery simulation system. In: 2016 4th international conference on robotics and mechatronics (ICROM), pp 66–71
28.
go back to reference Rabieefard Z, Rostami M, Khosravi MA, Sadeghnejad S (2024) Robust adaptive sliding mode control of virtual tool-tissue interaction for use in surgery simulation. In Proceedings of the 12th RSI international conference on robotics and mechatronics (ICRoM 2024), Tehran Rabieefard Z, Rostami M, Khosravi MA, Sadeghnejad S (2024) Robust adaptive sliding mode control of virtual tool-tissue interaction for use in surgery simulation. In Proceedings of the 12th RSI international conference on robotics and mechatronics (ICRoM 2024), Tehran
29.
go back to reference Dhananjay G, Awadhesh K, Kumar GV (2024) Effect of adaptation gain and reference model in MIT and Lyapunov rule-based model reference adaptive control for first- and second-order systems. Trans Inst Meas Control 46(9):1635–1654CrossRefMATH Dhananjay G, Awadhesh K, Kumar GV (2024) Effect of adaptation gain and reference model in MIT and Lyapunov rule-based model reference adaptive control for first- and second-order systems. Trans Inst Meas Control 46(9):1635–1654CrossRefMATH
30.
go back to reference Sadeghnejad S, Elyasi N, Farahmand F, Vossughi G, Sadr Hosseini SM (2020) Hyperelastic modeling of sino-nasal tissue for haptic neurosurgery simulation. Scientia Iranica 27(3):1266–1276 Sadeghnejad S, Elyasi N, Farahmand F, Vossughi G, Sadr Hosseini SM (2020) Hyperelastic modeling of sino-nasal tissue for haptic neurosurgery simulation. Scientia Iranica 27(3):1266–1276
31.
go back to reference Soroush S, Mojtaba E, Farshad K (2023) Chapter 8-a virtual-based haptic endoscopic sinus surgery (ESS) training system: From development to validation. In: Boubaker Olfa (ed) Medical and healthcare robotics, medical robots and devices: new developments and advances. Academic Press, London, pp 201–219MATH Soroush S, Mojtaba E, Farshad K (2023) Chapter 8-a virtual-based haptic endoscopic sinus surgery (ESS) training system: From development to validation. In: Boubaker Olfa (ed) Medical and healthcare robotics, medical robots and devices: new developments and advances. Academic Press, London, pp 201–219MATH
32.
go back to reference Esfandiari M, Farahmand F (2021) Emg-based neural network model of human arm dynamics in a haptic training simulator of sinus endoscopy. In 2021 IEEE international conference on robotics and automation (ICRA), pp 1790–1795 Esfandiari M, Farahmand F (2021) Emg-based neural network model of human arm dynamics in a haptic training simulator of sinus endoscopy. In 2021 IEEE international conference on robotics and automation (ICRA), pp 1790–1795
Metadata
Title
Nonlinear adaptive impedance control of a haptic interaction use in endoscopic sinus surgery simulation system
Authors
Zahra Rabieefard
Mostafa Rostami
Mohammad A. Khosravi
Soroush Sadeghnejad
Publication date
08-02-2025
Publisher
Springer Netherlands
Published in
Meccanica / Issue 2/2025
Print ISSN: 0025-6455
Electronic ISSN: 1572-9648
DOI
https://doi.org/10.1007/s11012-025-01948-w

Premium Partners