Improving Swimming Performance in Soft Robotic Fish with Distributed Muscles and Embedded Kinematic Sensing

Kevin Soto, Isabel Hess, Brandon Schrader, Shan He, Patrick Musgrave · arXiv · 2025

This study presents a soft robotic fish design that enhances swimming performance through independently controllable muscles and embedded kinematic sensing.

High AI ConfidenceGood SourceLaboratory ResearchEarly Research

Plain English summary

The research introduces a soft robotic fish that mimics biological swimming efficiency. It features a flexible spine and artificial muscles that can be controlled independently, along with sensors to provide feedback on its movement. The robot can generate significant thrust by optimizing muscle activation patterns, improving its swimming capabilities.

Why this matters

This work addresses the challenge of creating more efficient underwater vehicles that can maneuver better and adapt to their environments. By enhancing the performance of soft robotic swimmers, this research could lead to advancements in underwater exploration and robotics.

Key findings

  • The soft robotic fish generates a maximum thrust of 7.9 mN at its first resonant frequency.
  • Synchronized muscle actuation at the second resonant frequency produces 5.0 mN of thrust, which can be increased to 7.2 mN with phase offset.
  • Sequential muscle activation improves tail-beat velocity and swimming kinematics by four times.
  • Higher resonant frequencies allow for effective swimming in confined spaces with reduced tail displacement.
  • The design integrates distributed kinematic sensing for enhanced control.

What's new

The integration of independently controllable muscles and embedded kinematic sensing in a soft robotic fish design is a novel approach to improving swimming performance.

Limitations

The abstract does not discuss the long-term durability of the materials used or the practical applications of the robotic fish in real-world scenarios.

Commercial context

The research is still in the laboratory phase and has not yet been commercialized.

Publication

Publisher
arXiv
Publication date
April 15, 2025
Research type
Preprint
arXiv
2504.11377
Access
open

Tags

More on Soft Robotics Materials

See all →
Soft Robotics Materialspreprint· Jul 21, 2026

Fabric Pneumatic Artificial Muscles Based on the Drawstring Principle

This research introduces a novel drawstring fabric pneumatic artificial muscle that enhances compactness and performance for robotics applications.

Chendong Liu, Dapeng Yang +3 · arXivLaboratory Research
Soft Robotics Materialspaper· Jun 14, 2026

Hand Rehabilitation Dynamic Splint with Variable Force via Pneumatic Artificial Muscle Actuators

A dynamic hand splint using pneumatic actuators shows promise for improving rehabilitation through controllable force during exercises.

V. Potnik, G. Frediani +2 · Springer Science and Business Media LLCWorking Prototype
Soft Robotics Materialspreprint· Mar 16, 2026

Multi-Mode Pneumatic Artificial Muscles Driven by Hybrid Positive-Negative Pressure

The study presents a new type of inflatable artificial muscle that can be programmed for various movements, enhancing soft robotics applications.

Siyuan Feng, Ruoyu Feng +1 · IEEE Transactions on Robotics 42 (2026) 1351-1370Laboratory Research
Soft Robotics Materialspreprint· Mar 13, 2026

Fabric Pneumatic Artificial Muscle-Based Head-Neck Exosuit: Design, Modeling, and Evaluation

This research presents a fabric pneumatic artificial muscle-based exosuit designed to assist head-neck mobility, particularly for patients with neurological disorders.

Katalin Schäffer, Ian Bales +2 · Katalin Schaffer, Ian Bales, Haohan Zhang, and Margaret McGuinness "Fabric Pneumatic Artificial Muscle-Based Head-Neck Exosuit: Design, Modeling, and Evaluation," in IEEE International Conference on Robotics and Automation 2026Working Prototype
Soft Robotics Materialspaper· Jan 5, 2026

Twisting Tube Artificial Muscle (TTAM) and Its Application in Agonist and Antagonist Drive

The Twisting Tube Artificial Muscle (TTAM) offers a novel approach to pneumatic artificial muscles, enhancing mobility and performance in robotic applications.

Jiutian Xia, Jialong Cao +4 · MDPI AGWorking Prototype
Soft Robotics Materialspreprint· Nov 10, 2025

Programmable Telescopic Soft Pneumatic Actuators for Deployable and Shape Morphing Soft Robots

Programmable Telescopic Soft Pneumatic Actuators (PTSPAs) use a parameterized geometry generator and systematic parameter exploration to enable deployable, shape-morphing soft robot locomotion in confined spaces.

Joel Kemp, Andre Farinha +3 · arXivWorking Prototype
Method note: Summaries and ratings on this page are generated by AI from the abstract only. Read the original paper for full context. · Model: gpt-4o-mini-2024-07-18