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Sensors, Volume 25, Issue 12

2025 June-2 - 264 articles

Cover Story: Gas-sensing technologies play a vital role across diverse fields, ranging from environmental monitoring and industrial process control to medical diagnostics and security applications. The integration of photonic–piezoelectric components is a key factor in offering rugged and portable sensing devices. This research demonstrates a compact optical gas-sensing system integrating silicon nitride waveguide with a custom-designed quartz tuning fork for trace gas detection. The system employs both quartz-enhanced photoacoustic spectroscopy and light-induced thermoelastic spectroscopy techniques, achieving comparable signal-to-noise ratios when detecting 1.6% water vapor concentration. The compact nature of this architecture also opens the way to multiplexed sensing via integrating multiple waveguides and laser sources on a single chip. View this paper
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Articles (264)

  • Article
  • Open Access
10 Citations
2,335 Views
28 Pages

17 June 2025

In real-world scenarios, the rotational speed of bearings is variable. Due to changes in operating conditions, the feature distribution of bearing vibration data becomes inconsistent, which leads to the inability to directly apply the training model...

(This article belongs to the Section Fault Diagnosis & Sensors)
  • Article
  • Open Access
1 Citations
1,964 Views
15 Pages

Self-Sensing of Piezoelectric Micropumps: Gas Bubble Detection by Artificial Intelligence Methods on Limited Embedded Systems

  • Kristjan Axelsson,
  • Mohammadhossien Sheikhsarraf,
  • Christoph Kutter and
  • Martin Richter

17 June 2025

Gas bubbles are one of the main disturbances encountered when dispensing drugs of microliter volumes using portable miniaturized systems based on piezoelectric diaphragm micropumps. The presence of a gas bubble in the pump chamber leads to the inaccu...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
12 Citations
1,338 Views
17 Pages

17 June 2025

Operations by space drones mandate significant autonomy. This study experimentally evaluates key proposed applications of autonomy. Center of gravity auto-location is proposed using autonomous identification of mass properties, necessitating nonlinea...

(This article belongs to the Special Issue Sensor Applications for Military* and Public Use: The Duality into Action)
  • Article
  • Open Access
1,661 Views
23 Pages

17 June 2025

It is great challenge for visually impaired (VI) people to shop in narrow and crowded farmers’ markets. However, there is no research related to guiding them in farmers’ markets worldwide. This paper proposes the Radio-Frequency–Vis...

(This article belongs to the Section Sensors and Robotics)
  • Article
  • Open Access
1,282 Views
18 Pages

CAs-Net: A Channel-Aware Speech Network for Uyghur Speech Recognition

  • Jiang Zhang,
  • Miaomiao Xu,
  • Lianghui Xu and
  • Yajing Ma

17 June 2025

This paper proposes a Channel-Aware Speech Network (CAs-Net) for low-resource speech recognition tasks, aiming to improve recognition performance for languages such as Uyghur under complex noisy conditions. The proposed model consists of two key comp...

(This article belongs to the Section Intelligent Sensors)
  • Review
  • Open Access
10 Citations
4,315 Views
21 Pages

All-Dielectric Metalenses for Long-Wavelength Infrared Imaging Applications: A Review

  • Shinpei Ogawa,
  • Misaki Hanaoka,
  • Manabu Iwakawa,
  • Shoichiro Fukushima and
  • Masaaki Shimatani

17 June 2025

Infrared imaging has gained considerable attention across diverse fields, including security, surveillance, and environmental monitoring. The need to minimize size, weight, power, and cost (SWaP-C) poses challenges for conventional optical systems li...

(This article belongs to the Special Issue Feature Review Papers in Optical Sensors)
  • Article
  • Open Access
10 Citations
3,300 Views
19 Pages

17 June 2025

Human activity recognition using wearable accelerometer data can be a useful digital biomarker for severity assessment and the diagnosis of diseases, where the relationship between onset and patient activity is crucial. For long-term monitoring in cl...

(This article belongs to the Special Issue Ambient, Wearable Sensor, Gateway Support for Telemonitoring, Telehealth and Telemedicine Systems)
  • Article
  • Open Access
1 Citations
1,745 Views
31 Pages

17 June 2025

In OFDM wireless communication systems, low-resolution channel characteristics and noise interference pose significant challenges to accurate channel estimation. To solve these problems, we propose a super-resolution denoising residual network (SDRNe...

(This article belongs to the Section Communications)
  • Article
  • Open Access
4 Citations
1,297 Views
19 Pages

17 June 2025

With the rapid development of the hydrogen energy industry, long-distance hydrogen transportation based on natural gas pipelines has emerged as a crucial technique. However, exposure to a hydrogen environment can lead to the degradation of pipeline m...

(This article belongs to the Special Issue Magnetic Sensors and Systems for Scientific and Industrial Applications)
  • Article
  • Open Access
1 Citations
1,057 Views
13 Pages

17 June 2025

When the amplitude of the laser Doppler signal is less than that of the noise amplitude, the speed information cannot be identified. In this paper, the recognition of weak Doppler signals is accomplished by superimposing multiple-frame Doppler signal...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
11 Citations
4,265 Views
12 Pages

Machine Learning-Based Identification of Plastic Types Using Handheld Spectrometers

  • Hedde van Hoorn,
  • Fahimeh Pourmohammadi,
  • Arie-Willem de Leeuw,
  • Amey Vasulkar,
  • Jerry de Vos and
  • Steven van den Berg

17 June 2025

Plastic waste and pollution is growing rapidly worldwide and most plastics end up in landfill or are incinerated because high-quality recycling is not possible. Plastic-type identification with a low-cost, handheld spectral approach could help in par...

(This article belongs to the Special Issue Advanced Optical Sensors Based on Machine Learning: 2nd Edition)
  • Article
  • Open Access
987 Views
21 Pages

17 June 2025

The underwater corner reflector is a “concave” elastic structure, and its acoustic echo exhibits large elastic loss, which affects its practical use. To study the acoustic echo elastic loss characteristics of underwater corner reflectors,...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
4 Citations
1,886 Views
35 Pages

PIABC: Point Spread Function Interpolative Aberration Correction

  • Chanhyeong Cho,
  • Chanyoung Kim and
  • Sanghoon Sull

17 June 2025

Image quality in high-resolution digital single-lens reflex (DSLR) systems is degraded by Complementary Metal-Oxide-Semiconductor (CMOS) sensor noise and optical imperfections. Sensor noise becomes pronounced under high-ISO (International Organizatio...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
2 Citations
1,355 Views
15 Pages

Transverse Electric Inverse Scattering of Conductors Using Artificial Intelligence

  • Chien-Ching Chiu,
  • Po-Hsiang Chen,
  • Yen-Chen Chang and
  • Hao Jiang

17 June 2025

Sensors are devices that can detect changes in the external environment and convert them into signals. They are widely used in fields like industrial automation, smart homes, medical devices, automotive electronics, and the Internet of Things (IoT),...

(This article belongs to the Special Issue Magnetic Sensors and Systems for Scientific and Industrial Applications)
  • Article
  • Open Access
6 Citations
2,654 Views
16 Pages

17 June 2025

The highly demanding safety standards adopted in the railway context imply that cutting-edge technologies must limit accidents. This paper presents the human-centered outcomes of the VRAIL project, an industrial research project aiming to use enablin...

(This article belongs to the Special Issue Sensing Technologies and Applied Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering)
  • Article
  • Open Access
1,228 Views
11 Pages

Measurement of Low-Concentration Hydrogen in Inert Gas Within a Small Closed Volume

  • Georgiy A. Ivanov,
  • Dmitry P. Shornikov,
  • Nikolay N. Samotaev,
  • Konstantin Y. Oblov,
  • Maya O. Etrekova and
  • Artur V. Litvinov

17 June 2025

A technique has been proposed and experimentally tested for measuring the hydrogen concentration in an inert atmosphere within a closed system. This method utilizes a metal-oxide-semiconductor field-effect capacity-type (MOSFEC) sensor under harsh co...

(This article belongs to the Section Chemical Sensors)
  • Article
  • Open Access
8 Citations
1,591 Views
36 Pages

17 June 2025

Remote Sensing Scene Classification (RSSC) is an important and challenging research topic. Transformer-based methods have shown encouraging performance in capturing global dependencies. However, recent studies have revealed that Transformers perform...

(This article belongs to the Special Issue Smart Image Recognition and Detection Sensors)
  • Review
  • Open Access
6 Citations
2,413 Views
28 Pages

17 June 2025

This paper presents a survey of performance metrics applicable to spectrum sensing and spectrum hole geolocation within the context of dynamic spectrum access (DSA) in cognitive radio networks. While grounded in binary hypothesis testing, the review...

(This article belongs to the Special Issue Sensors for Enabling Wireless Spectrum Access)
  • Article
  • Open Access
5 Citations
4,151 Views
15 Pages

Carbon Nanotube Elastic Fabric Motion Tape Sensors for Low Back Movement Characterization

  • Elijah Wyckoff,
  • Sara P. Gombatto,
  • Yasmin Velazquez,
  • Job Godino,
  • Kevin Patrick,
  • Emilia Farcas and
  • Kenneth J. Loh

17 June 2025

Monitoring posture and movement accurately and efficiently is essential for both physical therapy and athletic training evaluation and interventions. Motion Tape (MT), a self-adhesive wearable skin-strain sensor made of piezoresistive graphene nanosh...

(This article belongs to the Special Issue Sensing Technologies for Human Evaluation, Testing and Assessment)
  • Article
  • Open Access
1,036 Views
24 Pages

16 June 2025

The number of hologram points in near-field acoustical holography (NAH) for a vibro-acoustic system plays a vital role in conditioning the transfer function between the source and measuring points. The requirement for many overdetermined hologram poi...

(This article belongs to the Section Fault Diagnosis & Sensors)
  • Article
  • Open Access
6 Citations
2,773 Views
20 Pages

Design and Experimental Demonstration of an Integrated Sensing and Communication System for Vital Sign Detection

  • Chi Zhang,
  • Jinyuan Duan,
  • Shuai Lu,
  • Duojun Zhang,
  • Murat Temiz,
  • Yongwei Zhang and
  • Zhaozong Meng

16 June 2025

The identification of vital signs is becoming increasingly important in various applications, including healthcare monitoring, security, smart homes, and locating entrapped persons after disastrous events, most of which are achieved using continuous-...

(This article belongs to the Section Communications)
  • Article
  • Open Access
4 Citations
2,129 Views
12 Pages

Electrocatalytical Nitrite Oxidation via Manganese and Copper Oxides on Carbon Screen-Printed Electrode

  • Roberta Farina,
  • Silvia Scalese,
  • Alessandra Alberti,
  • Stefania Maria Serena Privitera,
  • Giuseppe Emanuele Capuano,
  • Domenico Corso,
  • Giuseppe Andrea Screpis,
  • Serena Concetta Rita Reina,
  • Guglielmo Guido Condorelli and
  • Sebania Libertino
  • + 1 author

16 June 2025

Nitrite (NO2) has long been recognized as a contaminant of concern due to its detrimental effects on both human health and the environment. As a result, there is a continuing need to develop sensitive, real-time, low-cost, and portable systems...

(This article belongs to the Section Chemical Sensors)
  • Article
  • Open Access
1 Citations
1,759 Views
19 Pages

Intraretinal Electrophysiology and Resistivity Profiles of WT and RCS Rat Retina

  • Marie Jung,
  • Antje Willuweit and
  • Viviana Rincón Montes

16 June 2025

Retinal prostheses have been utilized in the treatment of blindness resulting from retinal degeneration. However, they have not met patient expectations, leading to market withdrawals. As a result, research continues to focus on improving visual perc...

(This article belongs to the Special Issue Bioimpedance Measurements and Microelectrodes)
  • Article
  • Open Access
1,290 Views
16 Pages

Impact Evaluation of DME Beacons on BeiDou B2a Signal Reception Performance

  • Yicheng Li,
  • Jinli Cui,
  • Zhenyang Ma and
  • Zhaobin Duan

16 June 2025

The operational integrity of the BeiDou-3 Navigation Satellite System (BDS-3) has been significantly challenged by electromagnetic interference, particularly from Distance Measuring Equipment (DME) ground beacons to the newly implemented B2a signal,...

(This article belongs to the Section Navigation and Positioning)
  • Article
  • Open Access
8 Citations
4,589 Views
25 Pages

16 June 2025

Facial expression recognition (FER) is a core technology that enables computers to understand and react to human emotions. In particular, the use of face alignment algorithms as a preprocessing step in image-based FER is important for accurately norm...

(This article belongs to the Special Issue Sensing Technologies Applied in Human Emotion and Facial Expression Recognition)
  • Article
  • Open Access
1 Citations
1,392 Views
38 Pages

16 June 2025

In this paper, a parallel plate variable capacitor-based wind pressure sensor is proposed, which uses a wind-driven peripherally fixed circular membrane as its pressure-sensitive element and a spring-reset parallel plate variable capacitor as its sen...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
3 Citations
3,649 Views
15 Pages

Research on Substation Electrical Proximity Early-Warning Technology Based on the “Electric Field + Distance” Double Criterion

  • Jing Zhao,
  • Shengfang Li,
  • Qianhao She,
  • Wenyan Gan,
  • Xian Meng,
  • Qian Wang,
  • Yingkai Long,
  • Qing Yang and
  • Jianglin Zhou

16 June 2025

With the continuous improvement of China’s power grid, safety issues in substation operation and maintenance have become increasingly prominent. However, the existing electrical proximity early-warning devices are inadequate for the complex env...

(This article belongs to the Section Electronic Sensors)
  • Article
  • Open Access
3 Citations
2,422 Views
27 Pages

16 June 2025

Gait recognition, as a non-contact biometric technology, offers unique advantages in scenarios requiring long-distance identification without active cooperation from subjects. However, existing gait recognition methods predominantly rely on single-mo...

(This article belongs to the Collection Sensors for Gait, Human Movement Analysis, and Health Monitoring)
  • Article
  • Open Access
2 Citations
2,767 Views
20 Pages

Efficient Real-Time Isotope Identification on SoC FPGA

  • Katherine Guerrero-Morejón,
  • José María Hinojo-Montero,
  • Jorge Jiménez-Sánchez,
  • Cristian Rocha-Jácome,
  • Ramón González-Carvajal and
  • Fernando Muñoz-Chavero

16 June 2025

Efficient real-time isotope identification is a critical challenge in nuclear spectroscopy, with important applications such as radiation monitoring, nuclear waste management, and medical imaging. This work presents a novel approach for isotope class...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
3 Citations
1,090 Views
22 Pages

16 June 2025

The linear pseudo-measurements filter is adapted for use in a stochastic observation system with random time delays between the arrival of observations and the actual state of a moving object. The observation model is characterized by limited prior k...

(This article belongs to the Special Issue Advancements and Applications of Cooperative Positioning, Planning and Control for Autonomous Vehicles)
  • Article
  • Open Access
1 Citations
1,191 Views
17 Pages

16 June 2025

In this paper, we investigate a simultaneous wireless information and power transfer (SWIPT) communication system enhanced by an intelligent reflecting surface (IRS). Our study takes into account the imperfections in the phase shift of the IRS and th...

(This article belongs to the Section Communications)
  • Article
  • Open Access
2 Citations
2,384 Views
19 Pages

16 June 2025

This study advances the development of self-sensing concrete through functionalization with carbon nanotubes (CNTs) for structural health monitoring. Through experimental analyses, it relies on its dual responsiveness to mechanical and thermal stimul...

(This article belongs to the Special Issue Advanced Flexible Electronics for Sensing Application)
  • Article
  • Open Access
3 Citations
1,433 Views
17 Pages

16 June 2025

Accurately measuring strain in asphalt pavements using buried strain sensors remains challenging due to the temperature sensitivity and heterogeneity of asphalt mixtures. This study focuses on improving the measurement performance of buried strain se...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
2 Citations
1,250 Views
31 Pages

16 June 2025

In this paper, for the needs of high-precision and high-continuity localization in complex environments, a modeling method based on time-varying noise and outlier noise is proposed, and variational Bayesian strong tracking filtering is used for 5G/IN...

(This article belongs to the Special Issue Architecture, Applications and Challenges of Communication and Navigation Integration)
  • Article
  • Open Access
2 Citations
1,841 Views
19 Pages

16 June 2025

Using a two-axle test vehicle, a new drive-by-based bridge damage identification method is proposed in this study. The method firstly obtains the vehicle acceleration response of a vehicle passing through an undamaged bridge and a damaged bridge; the...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
1,095 Views
18 Pages

15 June 2025

This paper proposes a miniaturized design for a terahertz tri-mirror compact antenna test range (CATR) system, composed of a square-aperture paraboloid primary mirror with a side length of 0.2 m and two shaped mirrors with circular apertures of 0.06...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
6 Citations
2,083 Views
18 Pages

ICAFormer: An Image Dehazing Transformer Based on Interactive Channel Attention

  • Yanfei Chen,
  • Tong Yue,
  • Pei An,
  • Hanyu Hong,
  • Tao Liu,
  • Yangkai Liu and
  • Yihui Zhou

15 June 2025

Single image dehazing is a fundamental task in computer vision, aiming to recover a clear scene from a hazy input image. To address the limitations of traditional dehazing algorithms—particularly in global feature association and local detail p...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
5 Citations
2,458 Views
26 Pages

15 June 2025

Cross-view geo-localization is a task of matching the same geographic image from different views, e.g., drone and satellite. Due to its GPS-free advantage, cross-view geo-localization is gaining increasing research interest, especially in drone-based...

(This article belongs to the Section Navigation and Positioning)
  • Systematic Review
  • Open Access
15 Citations
5,064 Views
17 Pages

Transforming Healthcare: A Comprehensive Review of Augmented and Virtual Reality Interventions

  • Aristeidis Petrakis,
  • Lefteris Koumakis,
  • Eleni Kazantzaki and
  • Haridimos Kondylakis

15 June 2025

Augmented reality (AR) and virtual reality (VR) technologies have rapidly expanded within healthcare due to their innovative capabilities for enhancing patient care, medical training, and health outcomes. This systematic review synthesizes quantitati...

(This article belongs to the Special Issue Feature Review Papers in Intelligent Sensors)
  • Article
  • Open Access
10 Citations
4,299 Views
14 Pages

Development of Autonomous Electric USV for Water Quality Detection

  • Chiung-Hsing Chen,
  • Yi-Jie Shang,
  • Yi-Chen Wu and
  • Yu-Chen Lin

15 June 2025

With the rise of industry, river pollution has become increasingly severe. Countries worldwide now face the challenge of effectively and promptly detecting river pollution. Traditional river detection methods rely on manual sampling and subsequent da...

(This article belongs to the Special Issue Sensors for Water Quality Monitoring and Assessment)
  • Article
  • Open Access
1 Citations
1,173 Views
16 Pages

15 June 2025

For four-channel photoplethysmograms (PPGs), this paper employs quaternion-valued medians as features for performing non-invasive blood glucose estimation. However, as the PPGs are contaminated by noise, the quaternion-valued medians are also contami...

(This article belongs to the Special Issue Wearable Technologies and Sensors for Healthcare and Wellbeing)
  • Article
  • Open Access
3 Citations
2,216 Views
33 Pages

Research on a Multi-Dimensional Information Fusion Mechanical Wear Fault-Diagnosis Algorithm Based on Data Regeneration

  • Qifan Zhou,
  • Bosong Chai,
  • Kunwen Ran,
  • Yingqing Guo,
  • Shan Zhou,
  • Wangyu Wu,
  • Kun Wang and
  • Yao Ni

15 June 2025

Under laboratory conditions for recording a small amount of data, the characteristics of the phenomena distribution become a limitation of machine learning and advanced deep learning concepts for the diagnosis and localization of mechanical wear faul...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
5 Citations
1,840 Views
32 Pages

15 June 2025

In recent years, with the rapid development of the Internet and mobile devices, the high-resolution video industry has ushered in a booming golden era, making video content the primary driver of Internet traffic. This trend has spurred continuous inn...

(This article belongs to the Special Issue Image/Video Coding and Processing Techniques for Intelligent Sensor Nodes: 2nd Edition)
  • Article
  • Open Access
6 Citations
3,790 Views
18 Pages

15 June 2025

This paper introduces a cost-effective autonomous charging docking system that utilizes a monocular camera and ArUco markers. Traditional monocular vision-based approaches, such as SolvePnP, are sensitive to viewing angles, lighting conditions, and c...

(This article belongs to the Special Issue Advances in Mobile Robot Perceptions, Planning, Control and Learning: 2nd Edition)
  • Article
  • Open Access
2 Citations
1,266 Views
23 Pages

Statistical Difference Representation-Based Transformer for Heterogeneous Change Detection

  • Xinhui Cao,
  • Minggang Dong,
  • Xingping Liu,
  • Jiaming Gong and
  • Hanhong Zheng

15 June 2025

Heterogeneous change detection refers to using image data from different sensors or modalities to detect change information in the same region by comparing images of the same region at different time periods. In recent years, methods based on deep le...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
6 Citations
1,435 Views
16 Pages

15 June 2025

Satellite communication systems, as a core component of global information infrastructure, have undergone unprecedented development. However, the open nature of satellite channels renders them vulnerable to electromagnetic interference, making anti-j...

(This article belongs to the Section Communications)
  • Article
  • Open Access
1 Citations
1,108 Views
18 Pages

15 June 2025

In this study, acoustic emission (AE) analysis was carried out to evaluate and quantify the cracking behavior of large-scale multi-layered reinforced concrete beams under flexural tests. Four normal concrete beams were repaired by adding a layer of c...

(This article belongs to the Special Issue Advances in Signal Processing and Sensing Technology for Improved Structural Health Monitoring)
  • Article
  • Open Access
6 Citations
2,485 Views
24 Pages

A Wearable Sensor Node for Measuring Air Quality Through Citizen Science Approach: Insights from the SOCIO-BEE Project

  • Nicole Morresi,
  • Maite Puerta-Beldarrain,
  • Diego López-de-Ipiña,
  • Alex Barco,
  • Oihane Gómez-Carmona,
  • Carlos López-Gomollon,
  • Diego Casado-Mansilla,
  • Maria Kotzagianni,
  • Sara Casaccia and
  • Gian Marco Revel
  • + 1 author

15 June 2025

Air pollution is a major environmental and public health challenge, especially in urban areas where fine-grained air quality data are essential to effective interventions. Traditional monitoring networks, while accurate, often lack spatial resolution...

(This article belongs to the Special Issue Sensors Network and Wearables for People Activities and Wellbeing Monitoring)
  • Article
  • Open Access
1 Citations
2,775 Views
22 Pages

15 June 2025

Swept-source optical coherence tomography (SS-OCT) is a widely used imaging technique, particularly in medical diagnostics, due to its ability to provide high-resolution cross-sectional images. However, one of the main challenges in SS-OCT systems is...

(This article belongs to the Special Issue Advanced Optical Technologies for Communications, Perception, and Chips)
  • Article
  • Open Access
8 Citations
4,042 Views
15 Pages

Validation of a Commercially Available IMU-Based System Against an Optoelectronic System for Full-Body Motor Tasks

  • Giacomo Villa,
  • Serena Cerfoglio,
  • Alessandro Bonfiglio,
  • Paolo Capodaglio,
  • Manuela Galli and
  • Veronica Cimolin

14 June 2025

Inertial measurement units (IMUs) have gained popularity as portable and cost-effective alternatives to optoelectronic motion capture systems for assessing joint kinematics. This study aimed to validate a commercially available multi-sensor IMU-based...

(This article belongs to the Special Issue IMU and Innovative Sensors for Healthcare)

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Sensors - ISSN 1424-8220