Evidence map›Paper›PMID 39251597›Full record

ArticleNature communications2024

Electrohydraulic musculoskeletal robotic leg for agile, adaptive, yet energy-efficient locomotion.

Thomas J K Buchner, Toshihiko Fukushima, Amirhossein Kazemipour, Stephan-Daniel Gravert, Manon Prairie, Pascal Romanescu, Philip Arm, Yu Zhang, Xingrui Wang, Steven L Zhang and 3 more

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed.

  1. Electrohydraulic Folding Ring Actuators for Radially Contracting Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Versatile artificial muscles by decoupling anisotropy.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Ecosystem-Centered Robot Design: Toward Ecoresorbable Sustainability Robots (ESRs).Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  4. Article
  5. Article
  6. A method to study and enhance the energy efficiency of soft electrostatic actuators.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  7. Article
  8. Article
  9. Architected Soft Actuators for Artificial Musculoskeletal Systems.Advanced materials (Deerfield Beach, Fla.) · 2025
    Article
  10. Article
  11. Template-free 3D programmable magnetization of soft millirobots induced by interlayer stress.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  12. Review
  13. Article
  14. Article
  15. Review
  16. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Thomas J K Buchner *Soft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland.ORCID 0000-0003-0254-811X
Toshihiko Fukushima *Robotic Materials Department, Max Planck Institute for Intelligent Systems, 70569, Stuttgart, Germany.ORCID 0000-0001-7203-9527
Amirhossein KazemipourSoft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland.ORCID 0000-0002-3193-2375
Stephan-Daniel GravertSoft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland.ORCID 0000-0002-1671-1611
Manon PrairieSoft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland.
Pascal RomanescuSoft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland.
Philip ArmSoft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland.ORCID 0000-0001-7666-0177
Yu ZhangSoft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland.ORCID 0000-0003-3339-837X
Xingrui WangRobotic Materials Department, Max Planck Institute for Intelligent Systems, 70569, Stuttgart, Germany.
Steven L ZhangRobotic Materials Department, Max Planck Institute for Intelligent Systems, 70569, Stuttgart, Germany.ORCID 0000-0002-4465-1812
Johannes WalterRobotic Materials Department, Max Planck Institute for Intelligent Systems, 70569, Stuttgart, Germany.
Christoph KeplingerRobotic Materials Department, Max Planck Institute for Intelligent Systems, 70569, Stuttgart, Germany. ck@is.mpg.de.ORCID 0000-0001-9151-4100
Robert K KatzschmannSoft Robotics Lab, D-MAVT, ETH Zurich, 8092, Zurich, Switzerland. rkk@ethz.ch.ORCID 0000-0001-7143-7259

Funding

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation) 200021_215489
6 · The paper itself

Abstract

Robotic locomotion in unstructured terrain demands an agile, adaptive, and energy-efficient architecture. To traverse such terrains, legged robots use rigid electromagnetic motors and sensorized drivetrains to adapt to the environment actively. These systems struggle to compete with animals that excel through their agile and effortless motion in natural environments. We propose a bio-inspired musculoskeletal leg architecture driven by antagonistic pairs of electrohydraulic artificial muscles. Our leg is mounted on a boom arm and can adaptively hop on varying terrain in an energy-efficient yet agile manner. It can also detect obstacles through capacitive self-sensing. The leg performs powerful and agile gait motions beyond 5 Hz and high jumps up to 40 % of the leg height. Our leg's tunable stiffness and inherent adaptability allow it to hop over grass, sand, gravel, pebbles, and large rocks using only open-loop force control. The electrohydraulic leg features a low cost of transport (0.73), and while squatting, it consumes only a fraction of the energy (1.2 %) compared to its conventional electromagnetic counterpart. Its agile, adaptive, and energy-efficient properties would open a roadmap toward a new class of musculoskeletal robots for versatile locomotion and operation in unstructured natural environments.

Indexed as

LocomotionRoboticsBiomechanical PhenomenaGaitHumansLegMuscle, Skeletal

Identifiers

PMID39251597
PMCPMC11385520

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.