Evidence map›Paper›PMID 41647561›Full record

ArticleFundamental research2026

A compensation strategy of end-effector pose precision based on the virtual constraints for serial robots with RDOFs.

Kaixian Ba, Chunhao Chen, Guoliang Ma, Yanhe Song, Yuan Wang, Bin Yu, Xiangdong Kong

Abstract read
In one paragraph

Article in Fundamental research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Kaixian BaState Key Laboratory of Crane Technology, Yanshan University, Qinhuangdao 066004, China.
Chunhao ChenState Key Laboratory of Crane Technology, Yanshan University, Qinhuangdao 066004, China.
Guoliang MaState Key Laboratory of Crane Technology, Yanshan University, Qinhuangdao 066004, China.
Yanhe SongState Key Laboratory of Crane Technology, Yanshan University, Qinhuangdao 066004, China.
Yuan WangState Key Laboratory of Crane Technology, Yanshan University, Qinhuangdao 066004, China.
Bin YuState Key Laboratory of Crane Technology, Yanshan University, Qinhuangdao 066004, China.
Xiangdong KongState Key Laboratory of Crane Technology, Yanshan University, Qinhuangdao 066004, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

It is crucial for serial robots with redundant degrees-of-freedom to accomplish complex tasks with high pose precision of the end-effector. However, due to the cumulative errors in each joint actuator, it is always challenging to guarantee high pose precision of the end-effector. To address this issue, this study proposes a virtual-constraints-based end-effector pose compensator. The actual angles of specific joints are treated as known variables, which are called virtual constraints. The virtual constraints, combined with the expected pose of the end-effector, yield compensation angles for the other joints. The compensation angles are applied to the expected angles of other joints, eliminating the end-effector pose errors caused by the joints treated as virtual constraints. Finally, a typical planar 3-degree-of-freedom serial robot (the leg hydraulic drive system for legged robots) is utilized for experimental validation. The experimental results demonstrate that, with the application of the compensator, the maximum reduction in position error of the foot end exceeds 75%. The compensation strategy further improves the end-effector pose precision based on various high-precision position control methods for the joint actuators. In addition, this study introduces a novel idea and provides experimental evidence for compensating the end-effector pose error of redundant serial robots.

Indexed as

End-effector poseRedundant serial robotsThe leg hydraulic drive system for legged robots (LHDS)Virtual-constraints-based end-effector pose compensator (VEPC)

Identifiers

PMID41647561
PMCPMC12869753

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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.