Abstract
Self-propelled microrobots have recently shown promising results in several scenarios at the microscale, such as targeted drug delivery and micromanipulation of cells. However, none of the steering systems available in the literature enable humans to intuitively and effectively control these microrobots in the remote environment, which is a desirable feature. In this paper we present an innovative teleoperation system with force reflection that enables a human operator to intuitively control the positioning of a self-propelled microjet. A particle-filter-based visual tracking algorithm tracks at runtime the position of the microjet in the remote environment. A 6-degrees-of-freedom haptic interface then provides the human operator with compelling haptic feedback about the interaction between the controlled microjet and the environment, as well as enabling the operator to intuitively control the target position of the microjet. Finally, a wireless magnetic control system regulates the orientation of the microjet to reach the target point. The viability of the proposed approach is demonstrated through two experimentsz enrolling twenty-eight subjects. In both experiments providing haptic feedback significantly improved the performance and the perceived realism of the considered tasks.
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Solovev AA, Mei Y, Urena EB, Huang G, Schmidt OG (2009). Small 5(14):1688
Khalil ISM, Magdanz V, Sanchez S, Schmidt OG, S M (2013). Applied Physics Letters 103 (17):172–404
Woods SP, Constandinou TG (2011) Proc. international conference of the ieee engineering in medicine and biology society, pp 7372–7375
Sanchez S, Solovev AA, Schulze S, Schmidt OG (2011). Chem Commun 47(2):698
Solovev AA, Sanchez S, Pumera M, Mei YF, Schmidt OG (2010). Adv Funct Mater 20(15):2430
Zhang L, Petit T, Peyer KE, Nelson BJ (2012) Nanomedicine: Nanotechnology. Biol Med 8(7):1074
Balasubramanian S, Kagan D, Jack Hu CM, Campuzano S, Lobo-Castañon MJ, Lim N, Kang DY, Zimmerman M, Zhang L, Wang J (2011). Angew Chem Int Ed 50(18):4161
Kagan D, Campuzano S, Balasubramanian S, Kuralay F, Flechsig GU, Wang J (2011). Nano Lett 11(5):2083
Soler L, Magdanz V, Fomin VM, Sanchez SO, Schmidt OG (2013). ACS Nano 7:9611
Xi W, Solovev AA, Ananth AN, Gracias DH, Sanchez S, Schmidt OG (2013). Nanoscale 5:1294
Matteucci M, Casella M, Bedoni M, Donetti E, Fanetti M, De Angelis F, Gramatica F, Di Fabrizio E (2008). Microelectron Eng 85(5):1066
Solovev AA, Xi W, Gracias DH, Harazim SM, Deneke SM, Sanchez S, Schmidt OG (2012). ACS Nano 6:1751
Guix M, Orozco J, Garcia M, Gao W, Sattayasamitsathit S, Merkoci A, Wang J (2012). ACS Nano 6:4445
Kuralay F, Sattayasamitsathit S, Gao W, Uygun A, Katzenberg A, Wang J (2012). J Am Chem Soc 134:15217
Orozco J, Corts A, Cheng G, Sattayasamitsathit S, Gao W, Feng X, Shen Y, Wang J (2013). J Am Chem Soc 135:5336
Wu Z, Wu Y, He W, Lin X, Sun J, He Q (2013). Angew Chem Int Ed 52:7000
Nelson BJ, Kaliakatsos IK, Abbott JJ (2010). Annu Rev Biomed Eng 12:55
Fournier-Bidoz S, Arsenault AC, Manners I, Ozin GA (2005). Chem Commun 4:441
Nelson IK B, Abbott J (2010). Annu Rev Biomed Eng 12:55
Paxton WF, Sundararajan S, Mallouk TE, Sen A (2006). Angew Chem Int Ed 45(33):5420
Golestanian R, Liverpool TB, Ajdari A (2005), vol 94, pp 220–801
Catchmark JM, Subramanian S, Sen A (2005). Small 1(2): 202
Sanchez S, Ananth AN, Fomin VM, Viehrig M, Schmidt OG (2011). J Am Chem Soc 133(38):14860
Khalil ISM, Magdanz V, Sanchez S, Schmidt OG, Misra S (2014). PLoS One 9(2):e83–053
Sanchez A, Magdanz V, Schmidt OG, Misra S (2014) Proc. 5th IEEE RAS & EMBS international conference on biomedical robotics and biomechatronics
Khalil ISM, Magdanz V, Sanchez S, Schmidt OG, Misra S (2014). IEEE Trans Robot 30(1):49
Troccaz J, Delnondedieu Y (1996). Mechatronics 6(4):399
Pacchierotti C, Abayazid M, Misra S, Prattichizzo D (2014). IEEE Tran Haptics 7(4):551
Jakopec M, Baena FR y, Harris S J, Gomes P, Cobb J, Davies BL (2003). IEEE Trans Robot Autom 19(5):902
Hashtrudi-Zaad K, Salcudean SE (2002). IEEE Trans Robot Autom 18(1):108
Okamura AM (2004). Ind Robot An Int J 31(6):499
Okamura AM (2009). Curr Opin Urol 19(1)
Westebring-Van Der Putten EP, Goossens RHM, Jakimowicz JJ, Dankelman J (2008). Minim Invasive Ther Allied Technol 17(1):3
van der Meijden OAJ, Schijven MP (2009). Surg Endosc 23(6):1180
Wedmid A, Llukani E, Lee DI (2011). BJU Int 108:1028
Prattichizzo D, Pacchierotti C, Cenci S, Minamizawa K, Rosati G (2010) Haptics: Generating and Perceiving Tangible Sensations
Prattichizzo D, Pacchierotti C, Rosati G (2012). IEEE Trans Haptics 5(4):289
Massimino MJ, Sheridan TB (1994). Human Factors: The Journal of the Human Factors and Ergonomics Society 36(1):145
Pacchierotti C, Chinello F, Malvezzi M, Meli L, Prattichizzo D (2012) Haptics: perception, devices, mobility, and communication
Wagner CR, Howe RD, Stylopoulos N (2002) Proc. international symposium on haptic interfaces for virtual environment and teleoperator systems
Meli L, Pacchierotti C, Prattichizzo D (2014). IEEE Trans Biomed Eng 61(4):1318
Salcudean SE, Ku S, Bell G (1997) Proc. first joint conference on computer vision, virtual reality and robotics in medicine and medial robotics and computer-assisted surgery
Kazi A (2001). Presence: Teleoperators & Virtual Environments 10(5):495
Moody L, Baber C, Arvanitis TN, et al. (2002). Studies in health technology and informatics 85:304
Kennedy CW, Hu T, Desai JP, Wechsler AS, Kresh JY (2002). Cardiovasc Eng 2(1):15
Pillarisetti A, Pekarev M, Brooks AD, Desai JP (2007). IEEE Trans Autom Sci Eng 4(3):322
Ando N, Korondi P, Hashimoto H (2001). IEEE/ASME Trans Mechatron 6(4):417
Mehrtash M, Tsuda N, Khamesee MB (2011). IEEE/ASME Trans Mechatron 16(3):459
Bolopion A, Régnier S (2013). IEEE Trans Autom Sci Eng 10(3):496
Ghanbari A, Horan B, Nahavandi S, Chen X, Wang W (2014). IEEE Syst J 8(2):371
van der Schaft A L2-gain and passivity techniques in nonlinear control (Springer Verlag, 2000)
Niemeyer G, Slotine JJE (2004). Int J Robot Res 23(9):873
Ryu J, Kwon D, Hannaford B (2004). IEEE Trans Robot Autom 20(2):365
Kim J, Ryu J (2010). Int J Robot Res 29(6):666
Franken M, Stramigioli S, Misra S, Secchi C, Macchelli A (2011). IEEE Trans Robot 27(4):741
Schoonmaker RE, Cao CG Proc. IEEE International Conference on Systems, Man and Cybernetics, vol. 3 (2006), vol. 3, 2464–2469
Kitagawa M, Dokko D, Okamura AM, Yuh DD (2005). J Thorac Cardiovasc Surg 129(1):151
Ramos A, Pacchierotti C, Prattichizzo D Proc. IEEE World Haptics Conference (WHC) (2013), 473–478
Zilles CB (1995) Proc. IEEE/RSJ international conference of intelligent robots and systems
Haralock RM, Shapiro LG (1991) Computer and robot vision, Addison-Wesley Longman Publishing Co., Inc.
Arulampalam MS, Maskell S, Gordon N, Clapp T (2002). IEEE Trans Signal Process 50(2):174
Baker S, Matthews I (2004). Int J Comput Vis 56(3):221
Berg B (2014) University of Twente
Utkin VI, Chang H (2002). Math Probl Eng 8:4
Bahaj AS, James PAB, Moeschler FD (1996). IEEE Trans Magn 32:5133
Fomin VM, Hippler M, Magdanz V, Soler L, Sanchez S, Schmidt OG (2014). IEEE Trans Robot 30(1):40
Solovev AA, Smith EJ, Bof’Bufon CC, Sanchez S, Schmidt OG (2011). Angew Chem Int Ed 50 (46):10875
Magdanz V, Stoychev G, Ionov L, Sanchez S, Schmidt OG, et al. (2014). Angew Chem Int Ed 53 (10):2673
Xia Y, Whitesides GM (1998). Annu Rev Mater Sci 28(1):153
Cholewiak RW, Collins AA The psychology of touch, laurence erlbaum associates (1991), 13–60
Kaczmarek KA, Webster JG, Rita P.B. y., Tompkins W J (1991) IEEE Trans Biomed Eng 38(1):1
Diller E, Giltinan J, Sitti M (2013). Int J Robot Res 32(5): 614
Diller E, Floyd S, Pawashe C, Sitti M (2012). IEEE Trans Robot 28(1):172
Moody L, Baber C, Arvanitis TN, et al. (2002) Studies in health technology and informatics:304–310
Pacchierotti C, Prattichizzo D, Kuchenbecker KJ (2015) IEEE Trans Biomed Eng
Shapiro SS, Wilk MB (1965) Biometrika
Mauchly JW (1940). Ann Math Stat 11(2):204
Gueorguieva R, Krystal JH (2004). Arch Gen Psychiatr 61(3):310
Dunn OJ (1961). J Am Stat Assoc 56(293):52
Friedman M (1937). J Am Stat Assoc 32(200):675
Wilcoxon F (1945) Biometrics bulletin
Abbot JJ, Marayong P, Okamura AM (2007). Robot Res 28(1):49
Gao W, Dong R, Thamphiwatana S, Li J, Gao W, Zhang L, Wang J (2015). ACS Nano 9 (1):117
Acknowledgments
The authors thank Alonso Sanchez for his help in setting up the tracking and control systems, and Frank van den Brink and Momen Abayazid for their help in making the video.
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This project (ROBOTAR) has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 Research and Innovation programme (Grant Agreement #638428). The research leading to these results has also received funding from the European Union Seventh Framework Programme FP7/2007-2013 under grant agreement #601165 of project “WEARHAP - WEARable HAPtics for humans and robots”.
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Pacchierotti, C., Magdanz, V., Medina-Sánchez, M. et al. Intuitive control of self-propelled microjets with haptic feedback. J Micro-Bio Robot 10, 37–53 (2015). https://doi.org/10.1007/s12213-015-0082-7
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DOI: https://doi.org/10.1007/s12213-015-0082-7