Evidence map›Paper›PMID 41550282›Full record

ArticleHardwareX2026

Low-cost, open-access sensorized aerial robot multirotor testing operational platform.

Mario Aguilera-Ruiz, Alejandro Galaviz-Mosqueda, Benjamín Jaramillo-Ávila, Salvador Villarreal-Reyes

Abstract read
In one paragraph

Article in HardwareX, 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

4 authors.

Mario Aguilera-RuizMonterrey Unit, Centro de Investigacion Cientifica y de Educacion Superior de Ensenada, Apodaca, N.L., C.P. 66629, Mexico.
Alejandro Galaviz-MosquedaMonterrey Unit, Centro de Investigacion Cientifica y de Educacion Superior de Ensenada, Apodaca, N.L., C.P. 66629, Mexico.
Benjamín Jaramillo-ÁvilaMonterrey Unit, Centro de Investigacion Cientifica y de Educacion Superior de Ensenada, Apodaca, N.L., C.P. 66629, Mexico.
Salvador Villarreal-ReyesCentro de Investigacion Cientifica y de Educacion Superior de Ensenada, Ensenada, B.C., C.P. 22860, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mathematical modeling and simulation of aerial robotic systems (ARS) constitute a highly relevant field in domains such as smart cities and Industry 4.0. In this context, validating algorithm performance under real-world conditions remains essential. However, real-world testing presents several challenges, including the isolation of scenario-specific effects on algorithm performance. In this paper, we introduce the Low-Cost, Open-Access Sensorized Aerial Robot Multirotor Testing Operational Platform (ARMTOP). The ARMTOP features a gyroscope mounted on a fixed frame, allowing precise testing of pitch, yaw, and roll angles. Additionally, it integrates a Wi-Fi-based communication module for both sending commands and receiving onboard IMU data. The platform also includes a Graphical User Interface (GUI) for real-time visualization of IMU data, with the capability to export received data for offline analysis (e.g., feature extraction). The components of ARMTOP are developed using open-access frameworks, enhancing the platform's replicability for further customization and development.

Indexed as

Aerial robotMulti-rotorOpen-source

Identifiers

PMID41550282
PMCPMC12808621

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.