Skip to Content

Sensors, Volume 26, Issue 3

2026 February-1 - 328 articles

Cover Story: We utilize coherent-control quartz-enhanced photoacoustic spectroscopy (COCO-QEPAS) in combination with a widely tunable picosecond near- and mid-infrared laser to detect trace gases such as methane, ethane, ethene, acetylene, among others. The laser system is rapidly tunable so that an entire vibrational–rotational fingerprint of a molecule can be recorded in a few seconds. Limits of detection are on the low ppm and high ppb ranges. Mixtures of gases can be sensed and identified using their spectral infrared fingerprints. We demonstrate and evaluate detection accuracy, detection limits, and mixture decomposition, using different machine learning methods. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (328)

  • Article
  • Open Access
408 Views
17 Pages

6 February 2026

Several blackouts have recently occurred in Europe and elsewhere. Blackouts are mostly the consequence of a series of events rather than a single event. Their intensity and frequency could be related to the stronger penetration of renewables into ele...

  • Article
  • Open Access
454 Views
20 Pages

Open-Set Recognition of Human Activities from Head-Mounted Inertial Sensor

  • Angela Cortese,
  • Sarah Solbiati,
  • Alice Scandelli,
  • Andrea Giudici,
  • Niccolò Antonello,
  • Diana Trojaniello,
  • Giacomo Boracchi and
  • Enrico Gianluca Caiani

6 February 2026

Human activity recognition (HAR) based on inertial measurement units (IMUs) embedded in wearable devices has gained increasing relevance in healthcare, wellness, and fitness monitoring. However, most existing classification methods assume a closed-se...

  • Article
  • Open Access
283 Views
19 Pages

6 February 2026

In this article, an adaptive neural network (ANN) controller based on feature augmentation (FA) is designed for quadrotors. The proposed controller consists of two components: a position sub-controller and an attitude sub-controller. We use the ANN t...

  • Article
  • Open Access
390 Views
22 Pages

6 February 2026

Handheld laser-induced breakdown spectroscopy (hLIBS) can be considered one of the most recent techniques for rock characterization in situ. Handheld LIBS devices are useful tools for providing “fit for purpose” qualitative and quantitati...

  • Article
  • Open Access
348 Views
26 Pages

6 February 2026

Deep learning has achieved impressive progress in automated electrocardiogram (ECG) analysis, yet its performance still relies heavily on large-scale labeled datasets. As ECG annotation requires cardiologists, this process is costly and time-consumin...

  • Feature Paper
  • Article
  • Open Access
364 Views
19 Pages

6 February 2026

This study presents an experimental evaluation of different optical fibers for soft-tissue laser ablation using an Echolaser system, developed by Elesta S.p.A., for minimally invasive therapies. Eight fibers with varying core diameters, numerical ape...

  • Article
  • Open Access
576 Views
18 Pages

Scanning Magnetic Microscopy Using a High-Sensitivity Room-Temperature Tunnel Magnetoresistance Sensor for Geological Applications

  • Hirokuni Oda,
  • Kosuke Fujiwara,
  • Naoto Fukuyo,
  • Hitoshi Kubota,
  • Tomohiro Ichinose,
  • Mikihiko Oogane,
  • Seiji Kumagai,
  • Hitoshi Matsuzaki,
  • Taizo Uchida and
  • Jun Kawai
  • + 1 author

6 February 2026

This paper reports magnetic microscopy using high-sensitivity room-temperature tunnel magnetoresistance (TMR) devices for thin geological sections. The sensitivity region of the TMR sensor has dimensions of 178 µm (L) × 0.1 µm (W) &...

  • Article
  • Open Access
316 Views
17 Pages

6 February 2026

Electroencephalography (EEG), as a typical non-invasive biosensing signal, reflects individual emotional changes by recording the brain’s neural activity in response to various external stimuli. However, the significant differences in brain act...

  • Article
  • Open Access
651 Views
31 Pages

Context-Aware Multi-Agent Architecture for Wildfire Insights

  • Ashen Sandeep,
  • Sithum Jayarathna,
  • Sunera Sandaruwan,
  • Venura Samarappuli,
  • Dulani Meedeniya and
  • Charith Perera

6 February 2026

Wildfires are environmental hazards with severe ecological, social, and economic impacts. Wildfires devastate ecosystems, communities, and economies worldwide, with rising frequency and intensity driven by climate change, human activity, and environm...

  • Article
  • Open Access
334 Views
22 Pages

6 February 2026

This study evaluates the feasibility of estimating stiffness-related parameters and pulse wave velocity (PWV) in a controlled in vitro circulatory setup using artificial silicone vessels with systematically varied Shore A hardness and wall thickness....

  • Article
  • Open Access
315 Views
22 Pages

6 February 2026

The accuracy of online parameter identification for permanent magnet synchronous motors (PMSMs) is constrained by discrete model errors, rank deficiency in the steady-state identification matrix, and voltage deviations resulting from inverter nonline...

  • Article
  • Open Access
308 Views
17 Pages

A Room-Temperature, High-ppb-Level NO Gas Sensor Based on Pt/WO3 Co-Decorated Carbon Nanofibers Towards Asthma-Relevant Breath Analysis Application

  • Shanshan Yu,
  • Xingyu Liu,
  • Jinshun Wang,
  • Qiuxia Li,
  • Yuhao Pang,
  • Lixin Zhang,
  • Chen Yang,
  • Qingkuan Meng,
  • Cao Wang and
  • Bo Liu
  • + 2 authors

6 February 2026

A chemiresistive nitric oxide (NO) gas sensor based on Pt/WO3 co-decorated carbon nanofibers (CNFs) was fabricated using a simple and scalable electrospinning process. This sensor demonstrates high-ppb-level NO detection at room temperature (25 °...

  • Article
  • Open Access
286 Views
18 Pages

6 February 2026

For cement pavements on vast road networks, cracking has become one of the principal distresses threatening structural integrity and traffic safety. This study introduces DCP-TransUNet, a model featuring a new hybrid encoder that enhances the continu...

  • Article
  • Open Access
343 Views
14 Pages

6 February 2026

Segmenting white matter tracts in diffusion-weighted magnetic resonance imaging (dMRI) is of vital importance for brain health analysis. It remains a challenging task due to the intersection and overlap of tracts (i.e., multiple tracts coexist in one...

  • Article
  • Open Access
234 Views
18 Pages

6 February 2026

Leveraging thermal infrared imagery to complement RGB spatial information is a key technology in industrial sensing. This technology enables mobile devices to perform scene understanding through RGB-T semantic segmentation. However, existing networks...

  • Article
  • Open Access
186 Views
17 Pages

Spatial and Directional Modulation Systems for Near-Field Secure Transmission

  • Ji Liu,
  • Yuan Zhong,
  • Yong Wang,
  • Dong Gong and
  • Yue Xiao

6 February 2026

The proliferation of massive antenna arrays and the consequent intensification of near-field effects with 6G necessitate addressing critical security challenges in near-field communication environments. This paper presents a novel artificial noise-ai...

  • Article
  • Open Access
251 Views
19 Pages

BWD-DETR: A Robust Framework for Bright-Field Wafer Defect Detection

  • Ruilou Zhang,
  • Xiangji Guo,
  • Yuankang Xu,
  • Tianyu Zhang and
  • Ming Ming

6 February 2026

Optical defect detection based on bright-field imaging is currently one of the most widely applied inspection techniques in wafer fabrication. However, particle defects on the surface of patterned wafers are often small in size. Under bright-field op...

  • Article
  • Open Access
282 Views
16 Pages

6 February 2026

Raster-stereography and Moiré Fringe Topography are widely recognized as effective techniques for surface screening. Traditionally, these methods have been applied in various medical and clinical contexts, such as assessing human body symmetry...

  • Article
  • Open Access
354 Views
21 Pages

TSA-Net: Multivariate Time Series Anomaly Detection Based on Two-Stage Temporal Attention

  • Hao Wu,
  • Wu Le,
  • Zhen-Hong Jia,
  • Hui Zhao,
  • Sai Zhang and
  • Zhen-Sen Zhang

6 February 2026

Multivariate time series anomaly detection is a critical technique for industrial intelligent monitoring. However, existing methods often suffer from prohibitively high training costs and slow convergence, making them ill-suited for industrial scenar...

  • Article
  • Open Access
438 Views
16 Pages

6 February 2026

Background: The Balance Error Scoring System (BESS) is the most practiced static postural balance assessment tool, which relies on visual observation, and has been adopted as the gold standard in the clinic and field. However, the BESS can lead to mi...

  • Article
  • Open Access
495 Views
20 Pages

Real-Time Emotion Recognition Performance of Mobile Devices: A Detailed Analysis of Camera and TrueDepth Sensors Using Apple’s ARKit

  • Céline Madeleine Aldenhoven,
  • Leon Nissen,
  • Marie Heinemann,
  • Cem Doğdu,
  • Alexander Hanke,
  • Stephan Jonas and
  • Lara Marie Reimer

6 February 2026

Facial features hold information about a person’s emotions, motor function, or genetic defects. Since most current mobile devices are capable of real-time face detection using cameras and depth sensors, real-time facial analysis can be utilized...

  • Article
  • Open Access
315 Views
17 Pages

A 3D Camera-Based Approach for Real-Time Hand Configuration Recognition in Italian Sign Language

  • Luca Ulrich,
  • Asia De Luca,
  • Riccardo Miraglia,
  • Emma Mulassano,
  • Simone Quattrocchio,
  • Giorgia Marullo,
  • Chiara Innocente,
  • Federico Salerno and
  • Enrico Vezzetti

6 February 2026

Deafness poses significant challenges to effective communication, particularly in contexts where access to sign language interpreters is limited. Hand configuration recognition represents a fundamental component of sign language understanding, as con...

  • Article
  • Open Access
331 Views
23 Pages

6 February 2026

The Global Navigation Satellite System (GNSS) is commonly used for outdoor positioning. However, its effectiveness diminishes in urban canyons and indoor environments attributed to signal blockage. This study aims to explore the potential of GNSS sig...

  • Article
  • Open Access
422 Views
16 Pages

A Hybrid Millimeter-Wave Radar–Ultrasonic Fusion System for Robust Human Activity Recognition with Attention-Enhanced Deep Learning

  • Liping Yao,
  • Kwok L. Chung,
  • Luxin Tang,
  • Tao Ye,
  • Shiquan Wang,
  • Pingchuan Xu,
  • Yuhao Bi and
  • Yaowen Wu

6 February 2026

To address the tradeoff between environmental robustness and fine-grained accuracy in single-sensor human behavior recognition, this paper proposes a non-contact system fusing 77 GHz SIFT (mmWave) radar and a 40 kHz ultrasonic array. The system lever...

  • Article
  • Open Access
448 Views
28 Pages

Identification of Comorbidities in Obstructive Sleep Apnea Using Diverse Data and a One-Dimensional Convolutional Neural Network

  • Kristina Zovko,
  • Ljiljana Šerić,
  • Toni Perković,
  • Ivana Pavlinac Dodig,
  • Renata Pecotić,
  • Zoran Đogaš and
  • Petar Šolić

6 February 2026

Recent advances in deep learning (DL) have enabled the integration of diverse biomedical data for disease prediction and risk stratification. Building on this progress, the overall objective of this study was to develop and evaluate a multimodal DL f...

  • Article
  • Open Access
360 Views
23 Pages

6 February 2026

In recent years, the methods based on convolutional neural networks have achieved significant progress in hyperspectral image super-resolution. However, existing methods still face two key challenges: (1) they fail to fully extract edge detail inform...

  • Article
  • Open Access
508 Views
25 Pages

Highly Efficient Deep Learning-Enabled Parameterization and 3D Reconstruction of Traditional Chinese Roof Structures

  • Ruisi Ou,
  • Fan Yang,
  • Lili Li,
  • Liyu Cheng,
  • Lile Qian,
  • Ye He,
  • Mingliang Che and
  • Chi Zhang

5 February 2026

Ancient Chinese architecture, with its typical symmetrical structures, curved roofs, and upturned eaves presenting a unique architectural aesthetic, is a treasure of Chinese culture. Recently, unmanned aerial vehicle oblique photogrammetry and laser...

  • Article
  • Open Access
304 Views
24 Pages

5 February 2026

This paper proposes an acoustic analysis system to help improve saxophone performance skills. The system combines direct support for performance movements by a robot with indirect support by presenting performance information. By sensing the performa...

  • Article
  • Open Access
294 Views
23 Pages

5 February 2026

High-precision phase difference measurement based on field-programmable gate arrays (FPGA) has important application requirements in fields such as high-stability time-frequency transmission, signal synchronization, and precision testing. Addressing...

  • Article
  • Open Access
307 Views
25 Pages

5 February 2026

This article presents the analysis of selected maximum power point tracking (MPPT) algorithms and their influence on developed energy harvester (EH) systems under uniform conditions. The energy harvester is an electronic system that converts availabl...

  • Article
  • Open Access
273 Views
15 Pages

5 February 2026

This paper proposes a frequency-reconfigurable and active beam-switching antenna based on an X-shaped slot array integrated with a diode-based switching network. The proposed antenna features four slots arranged at 90° intervals around the feed p...

  • Article
  • Open Access
292 Views
19 Pages

5 February 2026

To address the performance degradation of the traditional Extended Kalman Filter (EKF) in state estimation for sensorless brushless DC motor (BLDC) control under dynamic operating conditions, such as sudden speed and load changes—a degradation...

  • Article
  • Open Access
299 Views
14 Pages

5 February 2026

High-intensity interval training (HIIT) provides substantial cardiovascular benefits; however, precise monitoring typically requires expensive devices. These systems are feasible in research laboratories but are costly for schools and the fitness ind...

  • Article
  • Open Access
277 Views
30 Pages

Enhanced Cropland SOM Prediction via LEW-DWT Fusion of Multi-Temporal Landsat 8 Images and Time-Series NDVI Features

  • Lixin Ning,
  • Daocheng Li,
  • Yingxin Xia,
  • Erlong Xiao,
  • Dongfeng Han,
  • Jun Yan and
  • Xiaoliang Dong

5 February 2026

Soil organic matter (SOM) is a key indicator of arable land quality and the global carbon cycle; accurate regional-scale SOM estimation is vitally significant for sustainable agricultural development and climate change research. This study evaluates...

  • Article
  • Open Access
394 Views
26 Pages

5 February 2026

Image-Based Visual Servoing (IBVS) systems often suffer from instability due to measurement noise, modeling errors, and external disturbances. To address these issues, this study proposes a Visual Predictive Control framework integrating Radial Basis...

  • Article
  • Open Access
254 Views
22 Pages

A Novel VSS-LMS Algorithm Based on Modified Versoria Function for Anti-Jamming

  • Binghe Tian,
  • Yongxin Feng,
  • Fang Liu,
  • Bixue Song and
  • Sibo Guo

5 February 2026

In the sensor array signal reception system, improving the accuracy of weak-signal detection is crucial. Traditional fixed-step algorithms struggle to balance the convergence rate (CR) and low steady-state error (SSE) owing to their inherent trade-of...

  • Article
  • Open Access
244 Views
33 Pages

5 February 2026

Automated visual inspection of safety-critical metal assemblies such as automotive door lock strikes remains challenging due to their complex three-dimensional geometry, highly reflective surfaces, and scarcity of defect samples. While 3D sensing tec...

  • Article
  • Open Access
571 Views
16 Pages

Car Safety Airbags Based on Triboelectric Nanogenerators

  • Bowen Cha,
  • Jun Luo,
  • Zilong Guo and
  • Huayan Pu

5 February 2026

Triboelectric nanogenerators (TENGs) have gradually been applied in various practical scenarios, mainly focusing on core areas such as wearable motion monitoring devices, medical security systems, and natural resource exploration technology. However,...

  • Systematic Review
  • Open Access
375 Views
22 Pages

Integrating Artificial Intelligence into Ventilation on Demand: Current Practice and Future Promises

  • Chengetai Reality Chinyadza,
  • Nathalie Risso,
  • Angel Aramayo and
  • Moe Momayez

5 February 2026

The increasing depth and complexity of underground metal mining has raised ventilation energy demands and safety risks, driving the need for intelligent and more adaptive ventilation systems. Ventilation on Demand (VOD) systems dynamically adjust air...

  • Article
  • Open Access
310 Views
20 Pages

A Hexa-Band Metamaterial Absorber for S, C, X, and Ku Band Applications

  • Muhammad Adnan Sultan,
  • Inzamam Ahmad,
  • Ashfaq Ahmad,
  • Young-Jin Kim and
  • Dong-You Choi

5 February 2026

A compact and polarization-insensitive hexa-band metamaterial absorber (MMA) is designed, fabricated, and experimentally validated for S, C, X, and Ku band applications. The proposed unit cell consists of two square rings, two hexagonal rings, and tw...

  • Article
  • Open Access
487 Views
27 Pages

BadDomains: Early Detection of Phishing Domains Registration

  • Karolina Seweryn,
  • Piotr Białczak and
  • Tomasz Chytry-Trzeciak

5 February 2026

Phishing attacks often rely on impersonating a legitimate entity, such as a well-known company or a bank, with the intent to deceive individuals. A common tactic used by cybercriminals to conduct such an attack is to register a specific domain to hos...

  • Review
  • Open Access
518 Views
22 Pages

Image Quality Standardization in Radiomics: A Systematic Review of Artifacts, Variability, and Feature Stability

  • Francesco Felicetti,
  • Francesco Lamonaca,
  • Domenico Luca Carnì and
  • Sandra Costanzo

5 February 2026

This paper explores the role of metrology in the assessment of image quality in the field of radiomics. Image Quality Assessment (IQA) is central to ensuring the reliability and reproducibility of radiomic analyses, as it directly affects the accurac...

  • Article
  • Open Access
289 Views
28 Pages

5 February 2026

As a non-contact identification technology, RFID (Radio Frequency Identification) is widely used in various Internet of Things applications. However, RFID systems are highly vulnerable to diverse attacks due to the openness of communication links bet...

  • Article
  • Open Access
314 Views
21 Pages

Personalized Federated Learning with Hierarchical Two-Branch Aggregation for Few-Shot Scenarios

  • Yifan Miao,
  • Weishan Zhang,
  • Yuhan Wang,
  • Yuru Liu,
  • Zhen Zhang,
  • Lingzhao Meng and
  • Baoyu Zhang

5 February 2026

Personalized federated learning (pFL) aims to address data heterogeneity by training client-specific models. However, it faces two critical challenges under few-shot conditions. First, existing methods often overlook the hierarchical structure of neu...

  • Article
  • Open Access
217 Views
14 Pages

Acoustic Emission Analysis of Moisture Damage Mechanisms in 3D Printed Auxetic Core Sandwiches

  • Jean-Luc Rebiere,
  • Abderrahim El Mahi,
  • Zeineb Kesentini,
  • Moez Beyaoui and
  • Mohamed Haddar

5 February 2026

This article presents an experimental investigation of the effect of water aging on the static mechanical behavior and damage mechanisms of bio-based sandwich structures with auxetic cores using acoustic emission (AE) monitoring. Both the skins and t...

  • Article
  • Open Access
389 Views
23 Pages

RocSync: Millisecond-Accurate Temporal Synchronization for Heterogeneous Camera Systems

  • Jaro Meyer,
  • Frédéric Giraud,
  • Joschua Wüthrich,
  • Marc Pollefeys,
  • Philipp Fürnstahl and
  • Lilian Calvet

5 February 2026

Accurate spatiotemporal alignment of multi-view video streams is essential for a wide range of dynamic-scene applications such as multi-view 3D reconstruction, pose estimation, and scene understanding. However, synchronizing multiple cameras remains...

  • Article
  • Open Access
237 Views
22 Pages

5 February 2026

Reservoir boundary distance measurement is a key technology in geosteering drilling. In this field, it is difficult to balance detection precision and depth. This paper proposes a method to measure reservoir boundary distance using a drill-attached i...

  • Article
  • Open Access
331 Views
13 Pages

Modelling Eddy Current Testing of Gaps in Carbon Fibre Structures Based on Spline Approximation

  • Till Schulze,
  • Maren Rake,
  • Dirk Hofmann,
  • Johannes Mersch,
  • Martin Schulze,
  • Chokri Cherif and
  • Henning Heuer

5 February 2026

Defects such as gaps, delamination, and the misalignment of fibres impair the performance of carbon fibre-reinforced composites and can lead to structural failure during operation. Eddy current testing has proven to be a suitable method for detecting...

  • Brief Report
  • Open Access
295 Views
8 Pages

Convergent Validity of Step Counts Collected from a Smart Knee Implant and a Smartphone-Based Care Management Application: A 7861-Patient Study

  • Jason Cholewa,
  • Karl Surmacz,
  • Roberta E. Redfern,
  • Mike B. Anderson,
  • Krishna Tripuraneni and
  • Nicola S. Piuzzi

5 February 2026

Introduction: Step counts are increasingly used to assess mobility and track recovery following total knee arthroplasty (TKA). The purpose of this study was to assess the convergent validity of step count data captured by a smart implantable device (...

  • Article
  • Open Access
251 Views
21 Pages

5 February 2026

Unmanned aerial vehicles (UAVs) are increasingly used for crack inspection of civil infrastructure. However, crack interpretation from UAV imagery is constrained by trade-offs among imaging resolution, operational efficiency, and measurement uncertai...

of 7

XFacebookLinkedIn
Sensors - ISSN 1424-8220