Evidence map›Paper›PMID 41900213›Full record

ArticleMicromachines2026

Posture Tracking of Active Capsule Endoscopes Integrated with Magnetic Actuation Using Hall-Effect Sensors.

Junho Han, Kim Tien Nguyen, Eui-Sun Kim, Jong-Oh Park, Eunho Choe, Chang-Bae Moon, Jayoung Kim

Abstract read
In one paragraph

Article in Micromachines, 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.

Junho HanDepartment of Mechanical Engineering, Chonnam National University, Gwangju 61186, Republic of Korea.
Kim Tien NguyenKorea Institute of Medical Microrobotics, Gwangju 61011, Republic of Korea.ORCID 0000-0003-1260-3610
Eui-Sun KimKorea Institute of Medical Microrobotics, Gwangju 61011, Republic of Korea.ORCID 0009-0006-3549-2561
Jong-Oh ParkKorea Institute of Medical Microrobotics, Gwangju 61011, Republic of Korea.
Eunho ChoeKorea Institute of Medical Microrobotics, Gwangju 61011, Republic of Korea.
Chang-Bae MoonDepartment of Mechanical Engineering, Chonnam National University, Gwangju 61186, Republic of Korea.ORCID 0000-0001-9991-6614
Jayoung KimDepartment of Biosystems Engineering, Chungbuk National University, Cheongju 28644, Republic of Korea.

Funding

Korea Health Industry Development Institute RS-2023-00302154
6 · The paper itself

Abstract

A capsule endoscope (CE) provides noninvasive access to the gastrointestinal tract, offering diagnostic information that cannot be obtained through external imaging alone. However, during the examination inside the stomach, the CE's posture may change rapidly as it moves within a dynamically deforming organ, making it difficult to determine its orientation using only the onboard camera feedback. To address this problem, this study proposes a method that employs an external array of Hall Effect Sensors (HES) to estimate the capsule's position and orientation in real time, based on the magnetic field generated by a permanent magnet (PM) embedded inside the capsule, without the need for any additional internal sensors. This approach introduces a unified magnetic actuation and localization framework that enables real-time 5-degree-of-freedom posture estimation using only the internal PM of the capsule. Furthermore, the proposed system features an integrated architecture capable of simultaneous actuation and localization. To enhance system practicality, the sensor module and communication board were combined into a single unit that employs a digital serial communication scheme, eliminating the need for analog to digital conversion of sensing signals. By avoiding additional onboard sensors and employing a PM-based actuation system, the proposed system simplifies hardware configuration by preserving capsule miniaturization and by eliminating the high power consumption and thermal issues associated with electromagnet-based actuation, while maintaining accurate real-time tracking performance. Through an optimization process, the system achieved a position error of less than 2 mm and an angular error within 2° over a sensing range of up to 60 mm. Repeated experiments further validated the system's effectiveness and reliability under realistic operating conditions, demonstrating its feasibility for compact and clinically applicable active capsule endoscopy systems.

Indexed as

capsule endoscopyhall-effect sensormagnetic actuationmagnetic localizationposition and orientation estimation

Identifiers

PMID41900213
PMCPMC13028852

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Registered trials

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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.