3D Path-Following Using MRAC on a Millimeter-Scale Spiral-Type Magnetic Robot

This letter focuses on the 3D path-following of a spiral-type helical magnetic swimmer in a water-filled workspace. The swimmer has a diameter of 2.5 mm, a length of 6 mm, and is controlled by an external time-varying magnetic field. A method to compensate undesired magnetic gradient forces is proposed and tested. Five swimmer designs with different thread pitch values were experimentally analyzed. All were controlled by the same model reference adaptive controller (MRAC). Compared to a conventional hand-tuned PI controller, their 3D path-following performance is significantly improved by using MRAC. At an average speed of <inline-formula><tex-math notation="LaTeX">${\text{50}}\,\text{mm}$</tex-math></inline-formula>/s, the path-following mean error of the MRAC is 3.8<inline-formula><tex-math notation="LaTeX">$ \;\pm\; $</tex-math></inline-formula>1.8 mm, less than one body length of the swimmer. The versatility of this new controller is demonstrated by analyzing path-following through obstacles on a helical trajectory and forward & backward motion.

[1]  Naira Hovakimyan,et al.  Comparison of Several Adaptive Controllers According to Their Robustness Metrics , 2010 .

[2]  Xiaohui Yan,et al.  Magnetic Actuation Based Motion Control for Microrobots: An Overview , 2015, Micromachines.

[3]  Aaron T. Becker,et al.  A Magnetic Manipulator Cooled With Liquid Nitrogen , 2018, IEEE Robotics and Automation Letters.

[4]  John E. Lane,et al.  Simple Analytic Expressions for the Magnetic Field of a Circular Current Loop , 2001 .

[5]  Metin Sitti,et al.  A 5-D Localization Method for a Magnetically Manipulated Untethered Robot Using a 2-D Array of Hall-Effect Sensors , 2016, IEEE/ASME Transactions on Mechatronics.

[6]  Li Zhang,et al.  Bio-inspired magnetic swimming microrobots for biomedical applications. , 2013, Nanoscale.

[7]  Jia Liu,et al.  3-D Path Following of Helical Microswimmers With an Adaptive Orientation Compensation Model , 2020, IEEE Transactions on Automation Science and Engineering.

[8]  Nicolas Andreff,et al.  Closed-loop 3D path following of scaled-up helical microswimmers , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[9]  Jake J. Abbott,et al.  OctoMag: An Electromagnetic System for 5-DOF Wireless Micromanipulation , 2010, IEEE Transactions on Robotics.

[10]  H. Berg,et al.  Bacteria Swim by Rotating their Flagellar Filaments , 1973, Nature.

[11]  Saeed Barghandan,et al.  Design of a Model Reference Adaptive Controller Using Modified MIT Rule for a Second Order System , 2018 .

[12]  Soichiro Tottori,et al.  Magnetic helical micromachines. , 2013, Chemistry.

[13]  Jake J. Abbott,et al.  Velocity Control with Gravity Compensation for Magnetic Helical Microswimmers , 2011, Adv. Robotics.

[14]  K. Arai,et al.  Micro swimming mechanisms propelled by external magnetic fields , 1996 .

[15]  Jake J. Abbott,et al.  Wireless control of magnetic helical microrobots using a rotating-permanent-magnet manipulator , 2010, 2010 IEEE International Conference on Robotics and Automation.

[16]  Bradley J. Nelson,et al.  Minimum Bounds on the Number of Electromagnets Required for Remote Magnetic Manipulation , 2015, IEEE Transactions on Robotics.

[17]  Krzysztof K. Krawczyk,et al.  Magnetic Helical Micromachines: Fabrication, Controlled Swimming, and Cargo Transport , 2012, Advanced materials.

[18]  F. Qiu,et al.  Magnetic Helical Micro- and Nanorobots: Toward Their Biomedical Applications , 2015 .

[19]  Nicolas Andreff,et al.  Planar Path Following of 3-D Steering Scaled-Up Helical Microswimmers , 2015, IEEE Transactions on Robotics.

[20]  Islam S. M. Khalil,et al.  Magnetic-based motion control of a helical robot using two synchronized rotating dipole fields , 2014, 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics.

[21]  K. I. Arai,et al.  Swimming micro-machine driven by magnetic torque , 2001 .

[22]  Jake J. Abbott,et al.  Managing magnetic force applied to a magnetic device by a rotating dipole field , 2011 .

[23]  Jia Liu,et al.  Image-Based Visual Servoing of Helical Microswimmers for Planar Path Following , 2020, IEEE Transactions on Automation Science and Engineering.

[24]  Jing Sun,et al.  Model Reference Adaptive Control , 2015, Encyclopedia of Systems and Control.

[25]  Soft Spiral-Shaped Micro-Swimmer with Propulsion Force Control by Pitch Change , 2019, 2019 20th International Conference on Solid-State Sensors, Actuators and Microsystems & Eurosensors XXXIII (TRANSDUCERS & EUROSENSORS XXXIII).

[26]  Weihua Li,et al.  Modeling and Experimental Characterization of Propulsion of a Spiral-Type Microrobot for Medical Use in Gastrointestinal Tract , 2013, IEEE Transactions on Biomedical Engineering.

[27]  Bin Wei,et al.  Convergence performance comparisons of PID, MRAC, and PID + MRAC hybrid controller , 2016 .

[28]  E. Purcell Life at Low Reynolds Number , 2008 .

[29]  Lidong Yang,et al.  DeltaMag: An Electromagnetic Manipulation System with Parallel Mobile Coils , 2019, 2019 International Conference on Robotics and Automation (ICRA).

[30]  Yangmin Li,et al.  A model reference adaptive PID control for electromagnetic actuated micro-positioning stage , 2012, 2012 IEEE International Conference on Automation Science and Engineering (CASE).

[31]  Ioannis K. Kaliakatsos,et al.  Microrobots for minimally invasive medicine. , 2010, Annual review of biomedical engineering.

[32]  Aaron T. Becker,et al.  3D Control of Rotating Millimeter-Scale Swimmers Through Obstacles , 2019, 2019 International Conference on Robotics and Automation (ICRA).

[33]  Howard Kaufman,et al.  Direct adaptive control algorithms: theory and applications , 1993, Choice Reviews Online.

[34]  Kazushi Ishiyama,et al.  Magnetic micromachines for medical applications , 2002 .