Hierarchical Control for Real-Time 3D Manipulation of Magnetic Bead Using a Single Permanent Magnet
Permanent magnet (PM) actuated micro robotics offers significant advantages for minimally invasive medicine, but faces three critical challenges: nonlinear magnetic force relationships, directional control asymmetry between horizontal and vertical motion, and imaging–capturing frequency mismatch. Th