Related Experiment Video
Updated: Jan 18, 2026

Bioinspired Soft Robot with Incorporated Microelectrodes
Published on: February 28, 2020
Magnetic field-enhanced vertical integration enables embodied intelligence in untethered soft robots
Xiaosa Li1, Xiao Xiao1, Xiao Xiao2,3
1Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, P. R. China.
Abstract:
Embodied intelligence in soft robotics offers unprecedented capabilities for operating in uncertain, confined, and fragile environments that challenge conventional technologies. However, achieving true embodied intelligence-which requires continuous environmental sensing, real-time control, and autonomous decision-making-faces challenges in energy management and system integration. We developed deformation-resilient flexible batteries with enhanced performance under magnetic fields inherently present in magnetically actuated soft robots, with capacity retention after 200 cycles improved from 31.3 to 57.3%. These compliant batteries enable large-area deployment of 44.9% across the robot body, and their vertical integration with rationally designed flexible hybrid circuits minimizes additional stiffness while maintaining deformability. This actuator-battery-sensor vertical integration methodology maximizes functional area utilization in a manta ray-inspired soft robot, establishing an untethered platform with sensing, communication, and stable power supply. The system demonstrates embodied intelligence in aquatic environments through diverse capabilities including perturbation correction, obstacle avoidance, and temperature monitoring, with proprioceptive and environmental sensing enabling real-time decision-making during magnetically actuated locomotion.
Related Concept Videos
Magnetic Force
The magnetic force acting on a moving charge...
Potential Due to a Magnetized Object
The vector...
Magnetic Vector Potential
Consider an ideal solenoid with n turns per unit length and radius R. If I is the current through the solenoid, the magnetic field inside the solenoid is expressed as the product of vacuum...
Induced Electric Fields: Applications
Energy In A Magnetic Field
Take an ideal inductor with zero resistance. Although it's practically impossible, assume that the coil's resistance is so small that it is practically negligible. The loss of the field's energy to dissipate thermal energy (or heat) is thus...
Induced Electric Fields

