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Sensors, Volume 26, Issue 13

2026 July-1 - 356 articles

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Articles (356)

  • Article
  • Open Access

Real-Time Detection System for Road Roughness Based on Ultrasonic Technology

  • Hongjia Zhao,
  • Libo Wang,
  • Yimin Zhao and
  • Xiaodong Sun

7 July 2026

With the rapid development of intelligent connected vehicles and autonomous driving, real-time and accurate road condition perception has become increasingly critical. Aiming at the limitations of traditional direct and indirect detection methods, th...

  • Article
  • Open Access

7 July 2026

Finger vein recognition (FVR) has significant potential in biometrics due to its high accuracy and intrinsic liveness detection capabilities. However, the increasingly stringent privacy regulations have presented severe data security challenges for t...

  • Article
  • Open Access

Vibration-Based Machine Learning Model Training for Railway Bridge Health Monitoring

  • Rocco Alaggio,
  • Muhammad Asad,
  • Riccardo Cirella,
  • Stefania Costantini and
  • Giovanni De Gasperis

7 July 2026

Bridge health monitoring and machine learning are increasingly intertwined for civil engineers and artificial intelligence experts. Bridges’ poor health can result in severe outcomes if not addressed in time. Therefore, continuous monitoring is...

  • Article
  • Open Access

Measuring Methane Emissions in Ambient Air with a Low-Cost, Portable Sensor System: Focus on Scalability and Transferability of the Model

  • Lorenzo Bertin,
  • Matteo Mentasti,
  • Fabrizio Pittorino,
  • Veronica Villa,
  • Emanuele Zanni,
  • Gabriele Viscardi,
  • Yuri Ponzani,
  • Andrea Massara,
  • Manuel Roveri and
  • Laura Capelli
  • + 1 author

7 July 2026

Landfills represent a significant source of methane emissions, with important environmental, climatic and safety impacts due to the widespread and variable nature of these emissions. Traditional monitoring methods, such as flow chambers coupled with...

  • Article
  • Open Access

7 July 2026

Ride-hailing global positioning system (GPS) mobile probe data provide flexible urban traffic observations, but their sparse and uneven coverage makes model evaluation difficult because observed targets, valid predictions, and historical input suppor...

  • Article
  • Open Access

7 July 2026

In this paper, we propose a novel generative adversarial network (GAN)-based joint localization and mapping (JLAM) method using angle difference of arrival (ADOA) measurements for millimeter-wave (mmWave) communication systems. The proposed method ad...

  • Article
  • Open Access

7 July 2026

Iterative stereo matching remains challenging in weakly textured regions, repetitive patterns, occlusions, and object boundaries, where ambiguous correspondence cues require broad contextual reasoning while accurate reconstruction depends on preservi...

  • Article
  • Open Access

7 July 2026

Learning-based multi-view 3D reconstruction pipelines, such as transformer-based approaches, enable the accurate reconstruction of 3D scenes from multiple images, but their deployment across the edge–cloud continuum is challenging due to high c...

  • Article
  • Open Access

7 July 2026

Air pollution from particulate matter (PM2.5 and PM10) poses a serious public health risk in urban environments, particularly in areas with heavy vehicular traffic. Against this backdrop, the present study proposes an Internet of Things (IoT)-based s...

  • Article
  • Open Access

A Novel Hybrid Chaotic Map and Cryptographic Hash Whitening for Optimized S-Box Design: Construction, Cryptanalysis, and Lightweight IoT Sensor Evaluation

  • Nahar F. Alshammari,
  • Faraj H. Alyami,
  • Abdullah G. Alharbi,
  • Saleh Al Dawsari,
  • Yousaf Hameed Khattak and
  • Faisal Baig

7 July 2026

In this work, a novel method was introduced for the construction of the S-box based on delayed nonlinear chaotic systems coupled with a hybrid hash whitening mechanism. The evidence for strong nonlinear dynamical behavior is the strongly positive Lya...

  • Article
  • Open Access

Learning Fine-Grained Video Anomaly Detection from Normal Videos

  • Ruqin Wang,
  • Yasumasa Tamura and
  • Masahito Yamamoto

7 July 2026

Video anomaly detection (VAD) aims to identify abnormal events in videos. Due to the lack of high-quality training data with detailed annotations, current VAD methods can only produce video-level predictions. To remedy this, several methods attempt t...

  • Article
  • Open Access

7 July 2026

Existing image–text retrieval methods often compute cross-modal similarity using global single-vector representations. Although efficient for coarse semantic alignment, such compressed representations are limited when textual queries involve fi...

  • Article
  • Open Access

7 July 2026

Metallic probe carriers are commonly used in magnetic flux leakage (MFL) inspection to support sensing elements and maintain lift-off, but a conductive carrier located near the sensor can act as an active electromagnetic boundary. This study investig...

  • Article
  • Open Access

7 July 2026

In underground mining operations, intelligent electronic monitoring and control systems have gradually become essential tools for practitioners to obtain operational information. Because underground mines are characterized by low-light environments t...

  • Article
  • Open Access

7 July 2026

Flexible sensors are important for wearable health monitoring, strain detection, and temperature sensing because of their mechanical flexibility and functional versatility. Here, a femtosecond laser direct scanning method was used to fabricate porous...

  • Article
  • Open Access

Unsupervised Identification of Driving Styles from Naturalistic Driving Data Through a Context-Normalized Framework

  • Cunzhi Xu,
  • Reuben S.K. Agbozo,
  • Liang Huang,
  • Zheng Zhang,
  • Tao Peng and
  • Renzhong Tang

7 July 2026

Identifying driving styles is essential for personalizing driving assistance systems and enhancing intelligent transportation services. However, existing approaches predominantly rely on experience-driven feature engineering and annotated data, limit...

  • Review
  • Open Access

Transoral Robotic Cleft Palate Surgery: Communication-Related Outcomes and Feasibility

  • Tim Frederik Peter Ritzen,
  • Jill Goris,
  • Lisa E. Ramaut,
  • Darren I. Booi,
  • René R. W. J. van der Hulst,
  • Moustapha Hamdi,
  • Nasser Nadjmi and
  • Rutger M. Schols

7 July 2026

Treatment of cleft lip alveolus and/or palate includes surgical repair to treat communication-related outcomes such as velopharyngeal insufficiency and otological dysfunction. Robot-assisted surgery has recently evolved into a promising adjunct to co...

  • Article
  • Open Access

Application of Stationary IoT Sensor Networks to Reduce Exposure to Particulate Matter During Local Hotspot Events in a Megacity: A Fireworks Case Study

  • Sangwon Bang,
  • Kyung Hwan Kim,
  • Kwang-Rae Kim,
  • Hyun-Ju Ha,
  • Jong-Cheol Yoon,
  • Heejung Jung,
  • Meehye Lee and
  • Seung-Bok Lee

7 July 2026

Growing public concern over the health impacts of particulate matter (PM2.5 and PM10) has highlighted the need for air quality monitoring networks that can raise an alert when high PM2.5 and PM10 concentrations are detected. However, existing network...

  • Article
  • Open Access

7 July 2026

The introduction of a quantitative definition of fish freshness enables the determination of the remaining storage time of raw fish materials. To measure this value, a virtual array of electrochemical chemotransistor-based chemical sensors was develo...

  • Article
  • Open Access

7 July 2026

The present study reports the application of a gold microelectrode array to determine copper(II) ions by anodic stripping voltammetry (ASV). The microelectrode characterization of the presented working electrode was investigated. Moreover, the way of...

  • Review
  • Open Access

A Survey on Security Threats and Mitigation Mechanisms for Smart Hospitals in the 6G Era

  • Orestis Maraziotis,
  • Georgios Mantas,
  • Jonathan Rodriguez and
  • Felipe Gil-Castiñeira

7 July 2026

Smart Hospitals integrated within 6G edge networks aim to enhance hospital connectivity and operational efficiency by enabling intelligent and personalized e-health services and applications while optimizing resource utilization and maintaining a hig...

  • Article
  • Open Access

One-Dimensional Position Detection Using a Cable Piezoelectric Sensor

  • Yusuke Yamazoe,
  • Kento Ise,
  • Sayaka Kohno,
  • Junei Kobayashi and
  • Takashi Nakajima

7 July 2026

This study established a sensor structure and readout circuit for identifying the point of force application within a single cable piezoelectric sensor. The sensor is highly flexible and enables wide-area sensing because it can be fabricated in long,...

  • Article
  • Open Access

7 July 2026

Smart manufacturing requires real-time monitoring of multidimensional forces at the interface between the tool and workpiece in computer numerical control (CNC) machining. In this study, an innovative iKIT wireless extrasensory toolholder is introduc...

  • Article
  • Open Access

A Two-Stage GMFAMM Approximation for Joint Bias Correction of NASA POWER Hydroclimatic Data: The ColClim Web Application

  • David Arango-Londoño,
  • Delia Ortega-Lenis,
  • Mauricio A. Mazo-Lopera and
  • Paula Moraga

7 July 2026

We propose and empirically evaluate a two-stage approximation to a Generalized Multivariate Functional Additive Mixed Model (GMFAMM) for the joint bias correction of five NASA POWER reanalysis variables: minimum and maximum temperature (Tmin, Tmax),...

  • Article
  • Open Access

6 July 2026

Infrared (IR) and visible image fusion aims to synthesize a composite representation that integrates the thermal target saliency of IR imagery with the textural richness of visible imagery. Existing deep learning-based methods have achieved promising...

  • Article
  • Open Access

6 July 2026

Conventional object detection models suffer from significant performance degradation in dense urban traffic scenarios. To address these critical limitations and enable accurate real-time road congestion decision making, this study proposes an optimiz...

  • Article
  • Open Access

6 July 2026

To address the critical challenges of multi-scale temporal dynamics and sensor-intrusiveness in driver fatigue detection, this paper proposes the Multi-Temporal Fusion Attention Network (MTFA-Net). The framework integrates two core innovations: a Mul...

  • Article
  • Open Access

6 July 2026

Low-frequency mobile bands remain essential for wide-area and penetration-limited wireless coverage, but their limited channel bandwidth constrains the achievable capacity. This paper presents a measurement-supported extrapolation framework for asses...

  • Article
  • Open Access

Jamming Recognition Based on Adaptive Feature-Focusing Convolutional Neural Network for Agile Cognitive Radar

  • Jialei Liu,
  • Jiazhi Ma,
  • Longfei Shi,
  • Zhikang Lin,
  • Yukai Kong and
  • Junxian Chen

6 July 2026

With the advancement of cognitive radar, applying deep neural networks to radar jamming recognition has become an indispensable research direction. However, as a common anti-jamming measure, the agility of radar waveform parameters degrades the effec...

  • Technical Note
  • Open Access

Mobgap: A State-of-the-Art Python Framework for Reproducible Estimation and Algorithm Validation of Digital Mobility Outcomes from a Single Wearable Device

  • Cameron Kirk,
  • Arne Kuederle,
  • Paolo Tasca,
  • Metin Bicer,
  • Dimitrios Megaritis,
  • Eran Gazit,
  • Tecla Bonci,
  • Anisora Ionescu,
  • Chloe Hinchliffe and
  • Silvia Del Din
  • + 11 authors

6 July 2026

Objective, continuous assessment of real-world mobility using wearables has significant potential to transform clinical research and practice, yet the field lacks standardised, open-source tools that enable reproducible algorithm real-world validatio...

  • Article
  • Open Access

6 July 2026

The Internet of Medical Things (IoMT) has become a core component of the modern healthcare system, but its increasing connectivity also exposes medical networks to diverse cyber threats. Although recent threat detection frameworks have demonstrated s...

  • Review
  • Open Access

Optimization of Piezoelectric Materials and Ultrasound Imaging Transducers via Alternating Current Poling

  • Yilei Li,
  • Hao Wang,
  • Ke Zhu,
  • Chenyang Zheng,
  • Jinpeng Ma,
  • Enwei Sun,
  • Xudong Qi and
  • Rui Zhang

6 July 2026

Medical ultrasound imaging relies heavily on ultrasound transducers, whose properties directly determine transducer performance. Alternating current poling (ACP) serves as a domain engineering platform to enhance the dielectric and piezoelectric prop...

  • Article
  • Open Access

Microstrip Antenna Design and Its Application in Moisture Detection

  • Shiqin Wang,
  • Haotian Shi,
  • Huichuan Lin,
  • Huanting Chen,
  • Jun Zeng,
  • Zhimin He and
  • Yan Li

6 July 2026

Moisture content is a critical parameter during processing and storage. Although conventional microwave-based moisture detection methods enable rapid and non-destructive measurement, they are often hindered by high cost and susceptibility to design l...

  • Article
  • Open Access

6 July 2026

Cloud-dependent irrigation platforms can support remote monitoring, but their use in precision fertigation is limited when local decisions must be made quickly and reliably. Network delay, temporary disconnection, and the use of single-point measurem...

  • Article
  • Open Access

6 July 2026

Underwater optical sensor networks are essential for fish monitoring, yet imagery is often affected by illumination variability, low contrast, and complex backgrounds. Attention mechanisms are vital for feature representation in deep networks, yet ex...

  • Article
  • Open Access

A Physics-Informed Dual-Branch LSTM Network for UAV Position and Attitude Estimation

  • Weizheng Liang,
  • Siqi Meng,
  • Ruicheng Zhang and
  • Qianda Luo

6 July 2026

To mitigate error accumulation and long-term drift in unmanned aerial vehicle (UAV) position and attitude estimation using purely inertial measurement unit (IMU) data, this paper presents a dual-branch physics-informed long short-term memory (DPI-LST...

  • Article
  • Open Access

6 July 2026

This study investigates the influence of cold-working deformation on the electromotive force (EMF) calibration characteristics, hysteresis behavior, and long-term stability of the Type-K mineral-insulated metal-sheathed (MIMS) thermocouples used in C...

  • Article
  • Open Access

6 July 2026

Accurate localization is a critical requirement for autonomous vehicle (AV) navigation, particularly in environments where GPS signals are unreliable or unavailable. A wide range of LiDAR-based point cloud similarity metrics have been proposed for hi...

  • Article
  • Open Access

6 July 2026

This paper proposes a trajectory planning method for a four-degree-of-freedom (4-DOF) spraying robotic arm based on a digital twin platform and an improved soft actor–critic (SAC) algorithm. The method addresses the complex environment of under...

  • Article
  • Open Access

6 July 2026

Footwear may influence postural stability during resistance training, but its effects during bilateral and unilateral squat-based exercises remain poorly understood. This study analyzed the effects of conventional sports footwear on center of pressur...

  • Article
  • Open Access

6 July 2026

Hall-effect sensors are pervasive in magnetic-field measurement applications, including current sensing and position detection, owing to their excellent compatibility with standard CMOS processes. However, the inherent offset and temperature drift of...

  • Article
  • Open Access
249 Views
25 Pages

5 July 2026

Depth super-resolution reconstructs high-resolution (HR) depth maps from low-resolution (LR) inputs with the aid of HR RGB guidance, but RGB edges often do not coincide with true depth discontinuities, causing texture copying and degraded geometric c...

  • Article
  • Open Access
250 Views
29 Pages

5 July 2026

In outdoor road environments, vehicle acoustic source direction-of-arrival (DOA) estimation is challenged by a low signal-to-noise ratio (SNR), dynamic-noise interference, and stringent real-time requirements. Under such conditions, conventional meth...

  • Article
  • Open Access
229 Views
19 Pages

Design and Experimental Study of a Novel Tilt Sensor Based on Magnetic Fluid

  • Bing Li,
  • Xu Zhang,
  • Linjian Shangguan and
  • Shoubo Wang

5 July 2026

Magnetic fluid tilt sensors possess excellent shock resistance and strong adaptability to extreme environments, making them a highly promising new type of angle measurement device. This paper proposes a new miniaturized tilt sensor structure composed...

  • Article
  • Open Access
236 Views
21 Pages

5 July 2026

A highly sensitive surface plasmon resonance (SPR) sensor is theoretically presented, including Silver (Ag), Tin Diselenide (SnSe2), Zirconium Diselenide (ZrSe2) and a sensing layer using the Kretschmann configuration. At the optimized thickness of t...

  • Article
  • Open Access
240 Views
24 Pages

Topology-Aware Lane Detection with Relational Reasoning and Consistency Constraints

  • Danyang Dong,
  • Qibo Zhang,
  • Yihui Zhan,
  • Tianqing Su,
  • Quanke Su,
  • Samuel S. Mao and
  • Yusheng Xiang

5 July 2026

Lane detection is a fundamental perception task for autonomous driving and intelligent transportation systems. Although existing methods have achieved promising performance, many of them mainly focus on individual lane instances and insufficiently ex...

  • Article
  • Open Access
225 Views
21 Pages

Vibration Error Compensation of LiDAR Imaging with the Aiding of INS for Precise Navigation

  • Songlai Han,
  • Tanjie Chen,
  • Jing Dong,
  • Xudong Yu and
  • Xuesong Liu

5 July 2026

Point cloud images from LiDAR often suffer distortion due to platform vibration. This paper proposes a LiDAR-INS (Inertial Navigation System) integrated navigation method to address the challenge of low positioning accuracy in complex environments. T...

  • Article
  • Open Access
245 Views
21 Pages

5 July 2026

Few-shot cross-domain bearing fault diagnosis is challenging because labeled fault samples are limited and signals collected by vibration sensors under different operating conditions often show significant distribution shifts. To improve bearing faul...

  • Article
  • Open Access
223 Views
25 Pages

Design and Field Validation of an Offline Synchronized Multi-Sensor DAQ System for Bridge Structural Health Monitoring

  • Guillermo Alandí,
  • Julia Irene Real,
  • Salvador Mateo and
  • Reynaldo Antonio Cabezas

5 July 2026

Structural Health Monitoring (SHM) of large-span bridges requires dense sensor networks to accurately capture dynamic and kinematic behaviors. Traditional commercial systems rely on complex wiring or wireless protocols that frequently suffer from dat...

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