Evidence map›Paper›PMID 40862905›Full record

ArticleBiomimetics (Basel, Switzerland)2025

Design and Experimental Validation of a Multimodal Snake Robot with Elliptical Wheels.

Xuan Xiao, Zizhu Zhao, Lianzhi Qi, Michael Albert Sumantri, Hengwei Liu, Jianqin Li, Keyang Zheng, Jianming Wang

Abstract read
In one paragraph

Article in Biomimetics (Basel, Switzerland), 2025. 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

8 authors.

Xuan XiaoSchool of Computer Science and Technology, Tiangong University, Tianjin 300387, China.ORCID 0000-0003-3230-0086
Zizhu ZhaoSchool of Computer Science and Technology, Tiangong University, Tianjin 300387, China.
Lianzhi QiSchool of Mechanical Engineering, Tiangong University, Tianjin 300387, China.
Michael Albert SumantriSchool of International Education, Tiangong University, Tianjin 300387, China.ORCID 0009-0000-3254-0800
Hengwei LiuSchool of Electronic and Information Engineering, Tiangong University, Tianjin 300387, China.
Jianqin LiSchool of Electronic and Information Engineering, Tiangong University, Tianjin 300387, China.
Keyang ZhengSchool of Electronic and Information Engineering, Tiangong University, Tianjin 300387, China.
Jianming WangTianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin 300387, China.ORCID 0000-0003-2685-4437

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Snake robots are characterized by their flexibility and environmental adaptability, achieved through various optimized gaits. However, their forward propulsion still requires improvement. This challenge can be addressed by integrating wheels or legs, but these mechanisms often limit the ability of snake robots to perform most optimized gaits. In this article, we develop a novel multimodal snake robot, JiAo-II, with both body-based locomotion and wheeled locomotion to handle complex terrains. The mechanical design and implementation of JiAo-II are presented in detail, with particular emphasis on its innovative elliptical wheels and gear transmission mechanism. Experimental results validate the effectiveness and multifunctionality of JiAo-II across various scenarios, including traversing grasslands, crossing gaps, ascending slopes, navigating pipelines, and climbing cylindrical surfaces. Furthermore, a series of experiments are conducted to evaluate the performance of the wheel-body coordinated locomotion on uneven ground, demonstrating the robustness even without requiring external sensing or sophisticated control strategies. In summary, the proposed multimodal mechanism significantly enhances the locomotion speed, terrain adaptability and robustness of snake robots.

Indexed as

body-based locomotionmultimodal locomotionsnake robotwheel-body coordinated locomotionwheeled locomotion

Identifiers

PMID40862905
PMCPMC12383871

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.