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Sensors, Volume 26, Issue 17

2026 September-1 - 367 articles

Cover Story: Pasture-based livestock systems depend on timely and accurate information about forage availability and quality, yet conventional field measurements are labor-intensive and provide limited spatial coverage. In this review, we explore how remote and proximal sensing technologies, combined with machine learning, artificial intelligence, and decision-support systems, can transform pasture monitoring. By integrating information on biomass, sward structure, moisture, and nutritional traits, sensor-based approaches can support more precise grazing allocation, supplementation, and pasture management. Ultimately, these technologies offer a pathway toward earlier identification of nutritional imbalances, improved ruminant health, and more sustainable grazing systems. View this paper
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Articles (367)

  • Article
  • Open Access
619 Views
39 Pages

Neurophysiological Characterization of ADHD in Children Using EEG Signals: A Machine Learning Approach to Executive Function Networks

  • Diana Beatriz Gutiérrez-Jácome,
  • Rosalynn Argelia Campos-Ortuño,
  • José Eduardo Pardo-Valenzuela and
  • Óscar Wladimir Gómez-Morales

7 September 2026

Attention Deficit Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder whose clinical assessment relies mainly on behavioral and neuropsychological evaluation. This study evaluates a subject-wise machine learning framework for dis...

(This article belongs to the Special Issue Advanced EEG Sensing for Real-World Applications)
  • Article
  • Open Access
358 Views
38 Pages

7 September 2026

Retrieval-augmented generation increasingly serves as the knowledge backbone for sensor-informed infrastructure decisions, where a field engineer must retrieve the clause stating a design criterion, not a document about the topic. In twenty years (20...

(This article belongs to the Special Issue Smart Infrastructure for Sensor-Driven Systems)
  • Article
  • Open Access
581 Views
25 Pages

7 September 2026

Integrating digital assessment technologies into clinical practice remains a challenge because of usability issues, time constraints, and difficulties in data interpretation. This study aimed to examine the feasibility of a clinically practical Media...

(This article belongs to the Special Issue Sensors for Human Motion Analysis and Applications)
  • Article
  • Open Access
603 Views
30 Pages

Real-Time SpO2 Estimation from Chest Reflectance Photoplethysmography: Algorithm Development and Clinical Validation Against Arterial SaO2

  • WooYong Lee,
  • Jaeyeon Shin,
  • MiHye Song,
  • Mi-Kyung Song,
  • Kyung Mi Kim,
  • Gyu-Jeong Noh and
  • SungPil Cho

7 September 2026

Peripheral oxygen saturation (SpO2) estimation using photoplethysmography (PPG) is typically based on the pulsatile components of red and infrared (IR) PPG signals acquired from peripheral sites, such as the finger or earlobe. Although these sites pr...

(This article belongs to the Special Issue Advances in Biosignal Sensing and Signal Processing)
  • Article
  • Open Access
353 Views
17 Pages

Chaos Detection in Noisy Signals Using Refined Signal Representations

  • Katarzyna Harężlak,
  • Dariusz R. Augustyn,
  • Henryk Josiński,
  • Adam Świtoński,
  • Paweł Kasprowski and
  • Agnieszka Szczęsna

7 September 2026

Discovering the characteristics of nonlinear dynamical systems is an important topic in many fields. When the governing equations are known, such analysis is straightforward; otherwise, as in the case of biological data, alternative approaches are re...

(This article belongs to the Special Issue AI-Enabled Sensing Technology for Smart Healthcare and Precision Diagnosis)
  • Review
  • Open Access
665 Views
37 Pages

7 September 2026

The rapid advancement of autonomous agricultural systems (AASs) is transforming modern agriculture, where labor shortages, sustainability imperatives, and demands for precision farming are driving the adoption of intelligent agricultural platforms. A...

(This article belongs to the Special Issue Advanced Sensing, Trustworthy Decision-Making, and Intelligent Control for Autonomous Unmanned Systems (AUSs))
  • Article
  • Open Access
470 Views
28 Pages

Deployment-Oriented Evaluation of Lightweight IMU-Based Human Activity Recognition: On-Device Efficiency and Streaming Feasibility

  • Inho Gil,
  • Seongmin Ha,
  • Jihwan Oh,
  • Donggyu Lee,
  • Soonwoong Hwang,
  • Joonkyu No and
  • Wansoo Kim

7 September 2026

On-device Human Activity Recognition (HAR) requires balancing accuracy and deployment efficiency on constrained hardware. We present Lightweight Human Activity Recognition (L-HAR), a controlled comparison of Baseline and Lightweight Temporal Convolut...

(This article belongs to the Special Issue Smart Sensing Technology for Human Activity Recognition: 2nd Edition)
  • Review
  • Open Access
1 Citations
664 Views
55 Pages

7 September 2026

Agricultural machinery operates under variable loads, impacts, dust, and changing soil–crop interactions, allowing faults to propagate through energy, material, information, and control pathways. This qualitative review synthesizes 195 research...

(This article belongs to the Section Fault Diagnosis & Sensors)
  • Article
  • Open Access
392 Views
17 Pages

7 September 2026

Predicting academic performance in face-to-face computing and software engineering courses is hindered by the limited availability of fine-grained process data. This study proposes STEAP, a camera-based static–temporal fusion framework that int...

(This article belongs to the Section Sensing and Imaging)
  • Review
  • Open Access
1 Citations
1,035 Views
68 Pages

7 September 2026

The accelerating contamination of global ecosystems by heavy metal ions, per- and polyfluoroalkyl substances (PFASs), microplastics and nanoplastics (MNPs), and emerging contaminants demands sensing technologies that are rapid, sensitive, selective,...

(This article belongs to the Special Issue Advances in Fluorescence Sensing: Technologies and Applications)
  • Article
  • Open Access
437 Views
16 Pages

7 September 2026

This study presents a systematic comparison of two dominant paradigms for improving rotation robustness in remote sensing semantic segmentation: rotation-invariant architectural modules (represented by Rotation-Invariant Channel Mapping, RICM) and ra...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
414 Views
18 Pages

7 September 2026

Accurate and smooth path tracking is important for autonomous tracked agricultural robots operating in greenhouse-like environments. Existing adaptive look-ahead pure-pursuit methods mainly adjust the look-ahead distance according to vehicle speed or...

(This article belongs to the Special Issue Integrated Navigation and Its Applications in Autonomous Agricultural Machinery)
  • Article
  • Open Access
381 Views
31 Pages

Optimal Detecting Part of Ophiocordyceps sinensis for Identifying Wild and Cultivated Categories Using Hyperspectrum

  • Shihao Xie,
  • Xingfeng Chen,
  • Hejuan Du,
  • Jiaguo Li,
  • Dawa Zhuoma,
  • Jun Liu,
  • Limin Zhao,
  • Jianwei Wang and
  • Shu Liu

7 September 2026

Hyperspectral technology has become an important method for identifying wild and cultivated Ophiocordyceps sinensis, but existing studies mainly focus on intact samples. In the actual circulation process, Ophiocordyceps sinensis often breaks, and sam...

(This article belongs to the Section Smart Agriculture)
  • Article
  • Open Access
413 Views
21 Pages

7 September 2026

Bearings are crucial components in motor bearing transmission systems because they reduce friction and support loads. Therefore, bearing fault diagnosis is particularly important. This paper proposes a fault diagnosis method for motor bearing transmi...

(This article belongs to the Topic Advances in Sensor Data Fusion and AI for Environmental Monitoring)
  • Article
  • Open Access
516 Views
20 Pages

7 September 2026

Reliable human target detection in smoke-filled environments is essential for firefighting robots and rescue perception systems. However, conventional RGB cameras are severely degraded by dense smoke, while a single infrared or thermal imaging sensor...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
360 Views
14 Pages

7 September 2026

Surface plasmon resonance (SPR) sensors translate refractive-index (RI) changes near an interface into measurable angular shifts, but a large shift is useful only when the resonance remains sufficiently narrow and deep. Conventional single-metal SPR...

(This article belongs to the Special Issue Advances in Surface Plasmon Resonance Biosensors)
  • Editorial
  • Open Access
388 Views
6 Pages

7 September 2026

Biomedical imaging and sensing technologies are continuously reshaping disease diagnosis, precisely by linking measurement physics, signal processing, computer vision, artificial intelligence (AI), and clinical decision support [...]

(This article belongs to the Special Issue Applications of Biomedical Imaging and Sensing Technologies in Disease Diagnosis)
  • Article
  • Open Access
484 Views
21 Pages

6 September 2026

Prestressed and post-tensioned concrete structural elements constitute approximately 43.4% of modern bridge infrastructure, representing 58.2% of the total bridge surface area due to their long-span capabilities. Despite their structural efficiency,...

(This article belongs to the Special Issue Advanced Sensing Technologies, Data-Driven Analytics and Information Integration for Structural Damage Detection and Localization)
  • Article
  • Open Access
490 Views
27 Pages

High-Resolution CSRR-Based Microwave Sensor for Soil Moisture Content Monitoring

  • Salman Alduwish,
  • Yongxiang Li,
  • James Scott,
  • Akram Hourani and
  • Nasir Mahmood

6 September 2026

This work presents a compact square complementary split-ring resonator (CSRR) microwave sensor, combined with a machine-learning-based calibration strategy, to achieve superior texture-aware soil moisture quantification. Implemented on a Rogers RO301...

(This article belongs to the Special Issue AI/ML-Powered Intelligent IoT Systems with Smart Sensors for Next-Generation Edge Computing)
  • Article
  • Open Access
467 Views
26 Pages

6 September 2026

Nighttime light (NTL) data is widely used to monitor urban development, economic activity and population distribution, supporting socio-economic analysis and sustainable development planning. SDGSAT-1 NTL data, with its multiple bands and high resolu...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
433 Views
26 Pages

6 September 2026

Cross-condition fault diagnosis of rotating machinery remains challenging under variable speed and load because vibration signals have strong non-stationarity and exhibit distribution shifts across operating conditions. To address this problem, a tac...

(This article belongs to the Special Issue Intelligent Sensors for Condition Monitoring, Diagnosis, and Prognostics, 2nd Edition)
  • Article
  • Open Access
333 Views
25 Pages

6 September 2026

Underwater images captured by sensors suffer from low contrast and blurry details due to the interference of light absorption and scattering in underwater scenes. Good visibility restoration is often desired for practical processing applications. Cur...

(This article belongs to the Special Issue Multimodal Perception and Processing for Underwater Scenes)
  • Article
  • Open Access
338 Views
29 Pages

6 September 2026

Probabilistic power flow quantifies voltage and phase angle uncertainty under variable photovoltaic generation, but repeated AC Monte Carlo simulation is costly. A local topology change also modifies the electrical operator and state dimension when o...

(This article belongs to the Special Issue Advances in Smart Grid Architectures: Sensor Technologies and Intelligent Monitoring Systems)
  • Article
  • Open Access
396 Views
40 Pages

6 September 2026

Hyperspectral (HS) sensing provides detailed high-dimensional spectral data to identify subtle anomalies and material variations in complex scenes. HS anomaly detection (HS-AD) aims to identify small, spectrally distinct objects or materials in HS im...

(This article belongs to the Special Issue Advanced Neural Architectures for Anomaly Detection in Sensory Data)
  • Article
  • Open Access
352 Views
22 Pages

6 September 2026

Hydraulic-support pressure monitoring is widely used for mining-pressure interpretation and roof-weighting event statistics, but asynchronous records, incomplete spatial coverage and low-frequency instantaneous sampling can change the engineering qua...

(This article belongs to the Section Industrial Sensors)
  • Article
  • Open Access
413 Views
18 Pages

Mixed Reality as an Environment for Reaction Speed Assessment in Physically Active Young Adults: Measurement Reliability and Participant Experience Compared with Immersive Virtual Reality

  • Jacek Polechoński,
  • Małgorzata Dębska-Janus,
  • Karolina Kostorz,
  • Michał Rozpara,
  • Izabela Zając-Gawlak,
  • Agnieszka Nawrocka and
  • Jarosław Cholewa

6 September 2026

Mixed reality (MR) delivered through video see-through headsets could enable reaction-speed assessment while preserving awareness of the physical environment, but its measurement properties remain unclear. This study assessed the reliability of react...

(This article belongs to the Special Issue Advanced Sensors in Extended Reality: Virtual, Augmented and Mixed Reality)
  • Review
  • Open Access
504 Views
24 Pages

6 September 2026

This review evaluates urinary catheter sensors designed to warn of crystalline encrustation and blockage or to monitor infection-related microbial, interfacial, and host-response states. A source-to-claim framework links each measured state and sampl...

(This article belongs to the Special Issue Advanced Sensing and Signal Processing Technologies for Medical Applications)
  • Article
  • Open Access
449 Views
31 Pages

5 September 2026

Accurate forest soil organic carbon (SOC) monitoring is essential for forest soil quality assessment and carbon-sink evaluation. Visible-near-infrared (Vis–NIR) hyperspectral sensing provides rapid and information-rich measurements for SOC pred...

(This article belongs to the Section Environmental Sensing)
  • Review
  • Open Access
697 Views
66 Pages

5 September 2026

Sixth-generation (6G) vehicular systems are expected to provide extreme reliability, ultra-low latency, and high data rates while simultaneously enabling accurate and timely perception of vehicles, road users, and surrounding environments. Convention...

(This article belongs to the Special Issue Application of Signal Processing and Communication Technologies in Urban Environment)
  • Article
  • Open Access
580 Views
21 Pages

A High-Throughput Memory Compression Architecture for Real-Time 3D Visual Tracking and Quantification on Edge Devices

  • Yanbo Cheng,
  • Lan Guo,
  • Rui Zhou,
  • Qingguo Zhou,
  • Ling-Huey Li,
  • Mirjana Ivanović,
  • Kuan-Ching Li and
  • Guodong Ye

5 September 2026

The deployment of real-time three-dimensional (3D) visual perception, continuous spatial sensing, and graphics-intensive multimedia applications on embedded edge devices introduces substantial runtime memory pressure. During execution, these workload...

(This article belongs to the Special Issue Visual Sensing Methods for 3D Object Detection, Tracking, and Quantification)
  • Article
  • Open Access
465 Views
38 Pages

Decision-Level Multi-Sensor Coordination for Robust Navigation and High-Precision Planar Positioning of Industrial Mobile Robots

  • Teng-Xiao Liu,
  • Ming-Wei You,
  • Zi-Yi Zhang,
  • Yan Sun,
  • Cheng-Yuan Liu,
  • Kun Qian and
  • Xue-Yu Lu

5 September 2026

High-precision manufacturing in unstructured factories imposes stringent requirements on real-time scene perception and end-effector positioning accuracy. Traditional single-sensor solutions suffer from perception blind spots in human-robot mixed env...

(This article belongs to the Section Sensors and Robotics)
  • Article
  • Open Access
394 Views
31 Pages

5 September 2026

Visual Internet-of-Things (IoT) cameras and institution-controlled edge gateways increasingly collect artwork images in museums, galleries, and heritage sites. Centralizing these images can expose collection contents, exhibition layouts, and contextu...

(This article belongs to the Special Issue Data Engineering in the Internet of Things: 3rd Edition)
  • Article
  • Open Access
545 Views
21 Pages

Comparison of Reachable Workspace Capacity to Real-World Arm Use Performance: A Wearable Accelerometry Study on Chronic Stroke

  • Guillem Cornella-Barba,
  • Natanya Gunn,
  • Vicky Chan,
  • David J. Reinkensmeyer and
  • Jay J. Han

5 September 2026

Reachable workspace (RWS) quantifies the three-dimensional space accessible to the upper limb, but its relationship with real-world arm use after stroke remains unclear. This study examined associations between camera-based RWS and smartwatch-derived...

(This article belongs to the Special Issue Sensor in Neurophysiology and Neurorehabilitation)
  • Article
  • Open Access
436 Views
23 Pages

5 September 2026

Archived sensor records often lack synchronized reference pressure, making it necessary to distinguish retained device ordering from numerical agreement and response-shape reproduction. Aging-stage and first-retest records from 22 miniature temperatu...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
345 Views
16 Pages

5 September 2026

This paper proposes a parametric modeling and multi-objective optimization method based on optomechanical coupling analysis to address the design optimization of large-aperture primary mirrors in space-based solar extreme ultraviolet (EUV) imaging in...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
618 Views
35 Pages

Impact of UK Weather on Autonomous Vehicle Radar, LiDAR and Camera Vision Systems

  • Jessica Smith,
  • Richard Dudley,
  • David Jones,
  • David Cheadle,
  • Imran Mohamed,
  • Fengping Li,
  • Daniel Bownds,
  • Hsun Yang,
  • Joel Rapley and
  • Alan Vance
  • + 9 authors

5 September 2026

Measurements are presented from a purpose-built outdoor test facility for the assurance of situational awareness sensors for Autonomous Vehicles (AVs). The testbed included meteorological instrumentation for an accurate high-resolution picture of wea...

(This article belongs to the Section Vehicular Sensing)
  • Article
  • Open Access
473 Views
25 Pages

Chirped Fiber Bragg Grating-Based Cavity Sensor for Simultaneous Temperature and Refractive Index Sensing

  • Shakhrizat Alisherov,
  • Aidana Bekenkali,
  • Sabina Sairangazy,
  • Zhalgaskhan Bakhytbek,
  • Toheeb Olalekan Oladejo,
  • Sabira Seipetdenova,
  • Daniele Tosi and
  • Carlo Molardi

5 September 2026

In this work, a compact dual-parameter fiber optic sensor for temperature, refractive index, and label-free biomarker-related measurements is presented. The sensor is based on a chirped fiber Bragg grating cleaved inside the grating region, leaving r...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
582 Views
25 Pages

5 September 2026

Reliable personnel detection is critical for the safe deployment of autonomous haulage systems in underground mining, where challenging environmental conditions demand robust real-time perception. Existing research has focused primarily on fine-tuned...

(This article belongs to the Special Issue Efficient Deep Learning for Vision-Based Sensing and Perception)
  • Article
  • Open Access
367 Views
26 Pages

5 September 2026

Vibration damper detection in unmanned aerial vehicle (UAV)-based transmission line inspection presents distinctive task-specific challenges: the targets are not only small and weakly textured, but also characterized by slender structures. Their effe...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
435 Views
21 Pages

Dual X-Ray and Optical System for In Situ Monitoring of Solids Fraction in Tailings

  • Talwinder Kaur Sraw,
  • Bo Yu,
  • Xiaoxuan Liu,
  • Jason Ng,
  • Andrea Sedgwick,
  • Manisha Gupta,
  • Robert Fedosejevs and
  • Ying Yin Tsui

5 September 2026

A sensing apparatus was developed to quantify solids fraction within a 3 m test column, demonstrating real-time monitoring of tailings sedimentation. This integrated system employs a low-power infrared laser coupled with scattering detectors alongsid...

(This article belongs to the Special Issue Feature Papers in "Industrial Sensors" Section 2026–2027)
  • Article
  • Open Access
515 Views
18 Pages

Instrumented Walkway Gait Analysis Predicts Fallers in Neurological Disorders: Identifying Digital Biomarkers for Balance Monitoring

  • Victor S. You,
  • Leland R. Barnard,
  • Hugo Botha,
  • Lauren M. Jackson,
  • James H. Bower,
  • Bryan T. Klassen,
  • Benjamin D. Elder,
  • Jonathan Graff-Radford,
  • Charles L. Howe and
  • Farwa Ali

5 September 2026

Assessing balance is crucial in neurological rehabilitation, yet while wearable sensors enable real-world monitoring, identifying reliable digital biomarkers remains challenging. This study utilized a high-fidelity instrumented walkway to determine w...

(This article belongs to the Special Issue Wearable Sensing in Rehabilitation Therapy and Human Activity Analysis)
  • Article
  • Open Access
680 Views
15 Pages

4 September 2026

Background: Motor behaviour has been shown to differ in both complexity and variability between neurotypical and autistic populations. However, there is little research on the early development of specific kinematic features and their timing of emerg...

(This article belongs to the Special Issue Sensor-Based Movement Signal Acquisition, Processing and Analysis)
  • Review
  • Open Access
523 Views
29 Pages

Hydrogel-Based Mechanical Sensors for Sleep Respiratory Monitoring: Recent Advances and Future Perspectives

  • Yuanfeng Sun,
  • Liangchao Li,
  • Yuan Shi,
  • Jian Jiao,
  • Taomei Li,
  • Xiangdong Tang,
  • Yihao Long,
  • Liang He and
  • Lan Zhang

4 September 2026

Sleep respiratory monitoring plays a crucial role in the early diagnosis and health management of sleep-related respiratory disorders. However, conventional monitoring devices often suffer from some critical issues, such as poor wearing comfort and i...

(This article belongs to the Section Biosensors)
  • Feature Paper
  • Article
  • Open Access
344 Views
24 Pages

Ocean Color Indices of Frontal Boundary Movements: A Multi-Sensor View

  • Jason K. Jolliff,
  • M. David Lewis,
  • Sherwin D. Ladner and
  • T. Adam Lawson

4 September 2026

Strong and optically conspicuous frontal boundaries are common in the river-dominated Louisiana–Texas Shelf (LTS). Variable wind stress forcing along cross-shelf density gradients results in convergences/divergences that may lead to rapid verti...

(This article belongs to the Special Issue Sensor Technologies for Ocean Environments: Impact Assessment, Monitoring and Protection—Second Edition)
  • Review
  • Open Access
635 Views
39 Pages

Advances and Challenges in Non-Contact Acoustic Signal-Based Bearing Fault Diagnosis: A Review

  • Shengkai Zhao,
  • Hongjie Cheng,
  • Yuan Zhao,
  • Binqiang Wang and
  • Zhen Huang

4 September 2026

Bearings are core components of rotating machinery, and the development of precise and efficient fault diagnosis technologies is of paramount importance for realizing early warning and accurate localization of faults. This paper briefly analyzes bear...

(This article belongs to the Section Fault Diagnosis & Sensors)
  • Article
  • Open Access
412 Views
47 Pages

4 September 2026

Remote photoplethysmography (rPPG) estimates heart rate (HR) from facial color variations. In continuous wavelet transform (CWT) scalograms, HR is represented by position along the frequency axis, whereas global average pooling (GAP) does not retain...

(This article belongs to the Special Issue Advanced Biomedical Imaging and Signal Processing)
  • Review
  • Open Access
601 Views
78 Pages

Wearable Sensing for Personal Thermal Comfort in the Built Environment: A Systematic Review of the Gap from Sensing to Actuation

  • Yorgos Spanodimitriou,
  • Khawaja Talha Ejaz,
  • Giovanni Ciampi,
  • Michelangelo Scorpio,
  • Massimiliano Masullo,
  • Antonio Rosato,
  • Luigi Maffei and
  • Sergio Sibilio

4 September 2026

Wearable sensors enable continuous, non-invasive monitoring of physiological and near-body environmental parameters, offering an occupant-centric alternative for thermal comfort assessment and building control. This systematic review analyses 117 stu...

(This article belongs to the Special Issue Wearable Sensors and Wireless Devices for Human-Centric Monitoring Systems)
  • Article
  • Open Access
714 Views
19 Pages

4 September 2026

Passive Ultra-High Frequency (UHF) Radio Frequency Identification (RFID) systems deployed in metallic commercial aircraft cabins suffer from severe multipath fading, non-stationary channel dynamics, and operator gait-induced signal jitter. Addressing...

(This article belongs to the Special Issue Sensors and Sensing Technologies for Traffic, Driving and Transportation)
  • Article
  • Open Access
397 Views
41 Pages

4 September 2026

Automated inspection of prepared meals is important for improving food safety, quality assurance, and production efficiency. However, vision-based inspection remains challenging because boxed meals contain multiple adjacent food items with irregular...

(This article belongs to the Special Issue Sensing and Imaging for Defect Detection: 2nd Edition)
  • Article
  • Open Access
325 Views
26 Pages

4 September 2026

This paper investigates the distributed fusion estimation problem for multi-sensor cyber-physical systems (CPSs), where the communication channels from local estimators to the fusion center are subject to random packet dropouts. Packet dropouts induc...

(This article belongs to the Section Intelligent Sensors)

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