Evidence map›Paper›PMID 39474032›Full record

ArticleIEEE transactions on control systems technology : a publication of the IEEE Control Systems Society2024

A Modular Framework for Task-Agnostic, Energy Shaping Control of Lower Limb Exoskeletons.

Jianping Lin, Gray C Thomas, Nikhil V Divekar, Vamsi Peddinti, Robert D Gregg

Abstract read
In one paragraph

Article in IEEE transactions on control systems technology : a publication of the IEEE Control Systems Society, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Optimal Energy Shaping and Force Amplification Framework for Task-Agnostic, Biomimetic Ankle Exoskeletons.IEEE transactions on robotics : a publication of the IEEE Robotics and Automation Society · 2026
    Article
  2. Task-Agnostic Exoskeleton Torque Assistance Reduces Ankle Osteoarthritis Pain: A Pilot Study.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2025
    Article
  3. A Task-Agnostic Knee Exoskeleton for Reducing Osteoarthritis Pain Across Activities of Daily Life: A Pilot Study.IEEE ... International Conference on Rehabilitation Robotics : [proceedings] · 2025
    Article
  4. A Task-Agnostic Hip Exoskeleton for Osteoarthritis Pain Relief: Energetic Control Across Activities of Daily Life.IEEE ... International Conference on Rehabilitation Robotics : [proceedings] · 2025
    Article
  5. Article
  6. Article
  7. Design and Validation of a Modular, Backdrivable Ankle Exoskeleton.Proceedings of the ... IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics. IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics · 2024
    Article
  8. 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

5 authors.

Jianping LinState Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. He was with the Department of Robotics, University of Michigan, Ann Arbor, MI 48109, USA.
Gray C ThomasDepartment of Mechanical Engineering, Texas A&M University, College Station, TX 77843, USA. He was with the Department of Robotics, University of Michigan, Ann Arbor, MI 48109, USA.
Nikhil V DivekarDepartment of Robotics, University of Michigan, Ann Arbor, MI 48109, USA.
Vamsi PeddintiDepartment of Electrical and Computer Engineering, University of Michigan, Ann Arbor, MI 48109, USA.
Robert D GreggDepartment of Robotics, University of Michigan, Ann Arbor, MI 48109, USA.

Funding

Understanding Personalized Control with Modular Powered OrthosesR01EB031166 · NIBIB · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Robert D Gregg · 2021 to 2026
$2.5M
NIBIB NIH HHS R01 EB031166
6 · The paper itself

Abstract

Various backdrivable lower-limb exoskeletons have demonstrated the electromechanical capability to assist volitional motions of able-bodied users and people with mild to moderate gait disorders, but there does not exist a control framework that can be deployed on any joint(s) to assist any activity of daily life in a provably stable manner. This paper presents the modular, multi-task optimal energy shaping (

Indexed as

optimizationpassivity-based controlRobotics

Identifiers

PMID39474032
PMCPMC11513588

What OpenQuestion holds

Textmetadata
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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.