Evidence map›Paper›PMID 41617711›Full record

ArticleNature communications2026

Hand-like autonomous flying robot for airborne grasping and interaction.

Yuze Wu, Fan Yang, Rui Jin, Yuhang Zhong, Junjie Wang, Xuankang Wu, Fei Gao

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Yuze Wu *Institute of Cyber-Systems and Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China.ORCID 0000-0002-8894-5118
Fan Yang *Huzhou Institute, Zhejiang University, Huzhou, China.
Rui JinInstitute of Cyber-Systems and Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China.
Yuhang ZhongInstitute of Cyber-Systems and Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China.
Junjie WangInstitute of Cyber-Systems and Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China.
Xuankang WuHuzhou Institute, Zhejiang University, Huzhou, China.
Fei GaoInstitute of Cyber-Systems and Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China. fgaoaa@zju.edu.cn.ORCID 0000-0002-6513-374X

Funding

National Key R&D Program of ChinaNational Natural Science Foundation of China
6 · The paper itself

Abstract

Birds' extraordinary aerial agility and environmental interaction enable complex tasks such as mid-air hunting, perching, and nest-building, inspiring the development of advanced aerial robots with similar manipulation capabilities. However, existing platforms often face challenges such as large size, heavy payloads, end-effector torque interference, and limited functionality, severely restricting their practical deployment. Drawing inspiration from the biological, structural, and actuation characteristics of human hands, we propose a hand-like robot that integrates flight and grasping, demonstrating the synergistic advantages of compact structure, agile flight, and versatile manipulation. We propose an autonomous framework including efficient mission planning and multi-level adaptive control, enabling the robot to precisely and smoothly perform human-like grasping, opening doors, forest perching, object transport, and interactive tasks. Additionally, the framework supports human-robot collaboration, empowering individuals with mobility impairment to conduct remote transportation and airborne operations. Outdoor tests, which include perching in various scenarios, navigating confined spaces, and transporting payloads across challenging terrain, validate the proposed vehicle's potential in aerial delivery and manipulation tasks. These results demonstrate emerging possibilities for aerial operation, assistance, and delivery with integrated flight and manipulation abilities.

Indexed as

Flight, AnimalRoboticsAnimalsAutonomous RobotsBirdsHandHumans

Identifiers

PMID41617711
PMCPMC12960980

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.