Evidence map›Paper›PMID 42782635›Full record

ArticleBiomimetics (Basel, Switzerland)2026

STRP: A Low-Cost Teleoperation Platform with Spatial Force Feedback for Visually Occluded Dexterous Manipulation in Hazardous Environments.

Jingyuan Luo, Siquan Wu, Li Shen, Chuliang Chi, Hao Wu, Yongquan Chen

Abstract read
In one paragraph

Article in Biomimetics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Jingyuan LuoShenzhen Institute of Artificial Intelligence and Robotics for Society, Longgang District, Shenzhen 518129, China.
Siquan WuShenzhen Institute of Artificial Intelligence and Robotics for Society, Longgang District, Shenzhen 518129, China.ORCID 0009-0003-4897-6221
Li ShenShenzhen XJCSENSOR Technology Co., Ltd., Shenzhen 518115, China.ORCID 0009-0005-9695-3205
Chuliang ChiShenzhen Institute of Artificial Intelligence and Robotics for Society, Longgang District, Shenzhen 518129, China.
Hao WuShenzhen XJCSENSOR Technology Co., Ltd., Shenzhen 518115, China.
Yongquan ChenShenzhen Institute of Artificial Intelligence and Robotics for Society, Longgang District, Shenzhen 518129, China.ORCID 0000-0003-2493-6033

Funding

Shenzhen Science and Technology Program KJZD20240903100202004
6 · The paper itself

Abstract

High-voltage grid maintenance and chemical processing demand dexterous manipulation in confined, visually occluded environments. Existing teleoperation systems present a severe cost-fidelity trade-off: industrial platforms exceed USD 60,000 yet lack spatial directional resolution, while affordable alternatives omit fingertip force sensing entirely. We present STRP (Spatial Teleoperation Research Platform), a low-cost teleoperation system with concurrent motion capture and directional haptic feedback that encodes fingertip six-axis force vectors into four-directional vibrotactile cues (left, right, dorsal, volar). The master interface is a wearable 15-DoF exoskeleton glove with Hall-effect joint sensing and a 16-channel LRA array; the slave end is a 17-DoF dexterous hand with integrated micro six-axis force/torque sensors. Experimental validation demonstrates 97.5% blind discrimination accuracy for directional cues and an end-to-end latency of approximately 28 ms. In teleoperated pick-and-place tasks, multi-directional tactile feedback reduced task completion time by 41% (31.2 s to 18.4 s) and peak grip force by 32% (4.11 N to 2.79 N) versus no-feedback baselines. In visually occluded wall exploration, directional feedback enabled systematic location of all target walls, whereas single-site volar feedback permitted detection of only volar-facing surfaces and no-feedback conditions precluded any spatial reasoning. These results identify spatial directional vibrotactile feedback as a distinct sensory channel that cannot be substituted by magnitude-only vibration or vision alone. STRP establishes a foundation for affordable, high-fidelity haptic teleoperation in hazardous environments.

Indexed as

dexterous manipulationexoskeleton glovehaptic feedbacksix-axis force/torque sensorteleoperation

Identifiers

PMID42782635
PMCPMC13604866

What OpenQuestion holds

Textmetadata
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.