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Sensors, Volume 25, Issue 18

2025 September-2 - 326 articles

Cover Story: A new high-speed infrared thermometer is redefining how we measure combustion. Designed around an InAsSb photodiode and operating across 3 to 11 μm, this non-contact instrument captures the surface temperature of Jet A kerosene droplets with microsecond precision, without disturbing the flame. Sensitive below 300 °C and accurate to within ±2 °C, it reveals transient thermal behaviour that conventional probes often miss. Validated against industry standards, the system offers a robust platform for fuel characterisation under controlled conditions. By enabling time-resolved thermal measurements with minimal interference, this technique supports the development of cleaner, more efficient aviation technologies and provides a valuable tool for advancing combustion diagnostics and sustainable fuel research. View this paper
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Articles (326)

  • Article
  • Open Access
12 Citations
2,373 Views
28 Pages

A Multi-Channel Multi-Scale Spatiotemporal Convolutional Cross-Attention Fusion Network for Bearing Fault Diagnosis

  • Ruixue Li,
  • Guohai Zhang,
  • Yi Niu,
  • Kai Rong and ,
  • Wei Liu and
  • Haoxuan Hong
  • + 1 author+ 0 author

22 September 2025

Bearings, as commonly used elements in mechanical apparatus, are essential in transmission systems. Fault diagnosis is of significant importance for the normal and safe functioning of mechanical systems. Conventional fault diagnosis methods depend on...

(This article belongs to the Section Fault Diagnosis & Sensors)
  • Article
  • Open Access
2 Citations
2,743 Views
26 Pages

22 September 2025

Object-Based Image Analysis (OBIA) generates high-dimensional features that frequently induce the curse of dimensionality, impairing classification efficiency and generalizability in high-resolution remote sensing images. To address these challenges...

(This article belongs to the Special Issue Remote Sensing Image Processing, Analysis and Application)
  • Article
  • Open Access
3 Citations
2,413 Views
21 Pages

22 September 2025

Thermal imbalance can cause significant stress in large-scale structures such as bridges and buildings, negatively impacting their structural health. To assist in the structural health monitoring systems that analyze these thermal effects, a flexible...

(This article belongs to the Section Sensors Development)
  • Article
  • Open Access
8 Citations
3,963 Views
28 Pages

Enhancing Medical Image Segmentation and Classification Using a Fuzzy-Driven Method

  • Akmal Abduvaitov,
  • Abror Shavkatovich Buriboev,
  • Djamshid Sultanov,
  • Shavkat Buriboev and ,
  • Ozod Yusupov,
  • Kilichov Jasur and
  • Andrew Jaeyong Choi
  • + 2 authors+ 0 author

22 September 2025

Automated analysis for tumor segmentation and illness classification is hampered by the noise, low contrast, and ambiguity that are common in medical pictures. This work introduces a new 12-step fuzzy-based improvement pipeline that uses fuzzy entrop...

(This article belongs to the Special Issue Medical Imaging: Artificial Intelligence, Image Recognition, and Machine Learning Techniques (2nd Edition))
  • Article
  • Open Access
2 Citations
1,124 Views
16 Pages

22 September 2025

The Lamb wave-based damage detection method shows great potential for composite impact failure assessments. However, the traditional single signal feature-based methods only depend on partial structural state monitoring information, without consideri...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
2 Citations
1,551 Views
24 Pages

Monitoring the Impact of Two Pedagogical Models on Physical Load in an Alternative School Sport Using Inertial Devices

  • Olga Calle,
  • Antonio Antúnez,
  • Sergio González-Espinosa,
  • Sergio José Ibáñez and
  • Sebastián Feu

22 September 2025

(1) Background: Physical Education sessions subject students to various physical and physiological demands that teachers must understand to design interventions aimed at improving health and fitness. This study aimed to quantify and compare external...

(This article belongs to the Special Issue Recent Innovations in Wearable Sensors for Biomedical Approaches)
  • Article
  • Open Access
1 Citations
1,432 Views
18 Pages

22 September 2025

Ancient Chinese scripts—including oracle bone carvings, bronze inscriptions, stone steles, Dunhuang scrolls, and bamboo slips—are rich in historical value but often degraded due to centuries of erosion, damage, and stylistic variability....

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
1,011 Views
17 Pages

Design and Fabrication of Posture Sensing and Damage Evaluating System for Underwater Pipelines

  • Sheng-Chih Shen,
  • Yung-Chao Huang,
  • Chih-Chieh Chao,
  • Ling Lin and
  • Zhen-Yu Tu

22 September 2025

This study constructed an integrated underwater pipeline monitoring system, which combines pipeline posture sensing modules and pipeline leakage detection modules. The proposed system can achieve the real-time monitoring of pipeline posture and the c...

(This article belongs to the Topic Innovation, Communication and Engineering)
  • Article
  • Open Access
6 Citations
1,369 Views
28 Pages

22 September 2025

Accurate delineation of fields is difficult in fragmented landscapes where single-date images provide no seasonal cues and supervised models require labels. We propose a method that explicitly represents phenology to improve zero-shot delineation. Us...

(This article belongs to the Special Issue Sensors and Data-Driven Precision Agriculture—Second Edition)
  • Article
  • Open Access
5 Citations
2,286 Views
17 Pages

22 September 2025

The ability of police officers to make correct decisions under emotional stress is critical, as errors in high-pressure situations can have severe legal and physical consequences. This study aims to evaluate the neurophysiological responses of police...

(This article belongs to the Special Issue Advances in ECG/EEG Monitoring)
  • Article
  • Open Access
8 Citations
2,104 Views
20 Pages

QSEER-Quantum-Enhanced Secure and Energy-Efficient Routing Protocol for Wireless Sensor Networks (WSNs)

  • Chindiyababy Uthayakumar,
  • Ramkumar Jayaraman,
  • Hadi A. Raja and
  • Noman Shabbir

22 September 2025

Wireless sensor networks (WSNs) play a major role in various applications, but the main challenge is to maintain security and balanced energy efficiency. Classical routing protocols struggle to achieve both energy efficiency and security because they...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
3 Citations
2,187 Views
16 Pages

Convolutional Neural Networks for Hole Inspection in Aerospace Systems

  • Garrett Madison,
  • Grayson Michael Griser,
  • Gage Truelson,
  • Cole Farris and ,
  • Christopher Lee Colaw and
  • Yildirim Hurmuzlu
  • + 1 author+ 0 author

22 September 2025

Foreign object debris (FOd) in rivet holes, machined holes, and fastener sites poses a critical risk to aerospace manufacturing, where current inspections rely on manual visual checks with flashlights and mirrors. These methods are slow, fatiguing, a...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
3 Citations
1,107 Views
21 Pages

Design of a Cylindrical Megahertz Miniature Ultrasonic Welding Oscillator

  • Guang Yang,
  • Ye Chen,
  • Minghang Li,
  • Junlin Yang and
  • Shengyang Xi

22 September 2025

Ultrasonic welding is an efficient and precise joining technology widely applied in aerospace, electronics, and medical industries. To overcome the limitations of conventional oscillators in high-frequency applications, this study proposes an innovat...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
2 Citations
1,221 Views
16 Pages

Myoelectric and Inertial Data Fusion Through a Novel Attention-Based Spatiotemporal Feature Extraction for Transhumeral Prosthetic Control: An Offline Analysis

  • Andrea Tigrini,
  • Alessandro Mengarelli,
  • Ali H. Al-Timemy,
  • Rami N. Khushaba and ,
  • Rami Mobarak,
  • Mara Scattolini,
  • Gaith K. Sharba,
  • Federica Verdini,
  • Ennio Gambi and
  • Laura Burattini
  • + 5 authors+ 0 author

22 September 2025

This study proposes a feature extraction scheme that fuses accelerometric (ACC) and electromyographic (EMG) data to improve shoulder movement identification in individuals with transhumeral amputation, in whom the clinical need for intuitive control...

(This article belongs to the Special Issue Advanced Sensors and AI Integration for Human–Robot Teaming)
  • Article
  • Open Access
2 Citations
2,144 Views
18 Pages

Micro-Vibrations Analysis in LEO CubeSats Using MEMS Accelerometers

  • Sándor Gyányi,
  • Róbert Szabolcsi,
  • Péter János Varga,
  • Gyula Horváth and ,
  • Péter Horváth and
  • Tibor Wührl
  • + 1 author+ 0 author

22 September 2025

Small satellites or CubeSats orbiting in low Earth orbit (LEO) have become increasingly popular in Earth Observation missions, where high-resolution imaging is essential. Due to the lower mass of these spacecrafts, they are more sensitive to vibratio...

(This article belongs to the Special Issue Feature Papers in Physical Sensors 2025)
  • Article
  • Open Access
2,301 Views
26 Pages

22 September 2025

Motion perception is a fundamental function of the tactile system, essential for object exploration and manipulation. While human studies have largely focused on discrete or pulsed stimuli with staggered onsets, many natural tactile signals are conti...

(This article belongs to the Special Issue Advances in Bionic Tactile Systems for Sensor Application and Flexible Operation)
  • Article
  • Open Access
2 Citations
2,485 Views
30 Pages

Evaluation and Improvement of Image Aesthetics Quality via Composition and Similarity

  • Xinyu Cui,
  • Guoqing Tu,
  • Guoying Wang,
  • Senjun Zhang and
  • Lufeng Mo

22 September 2025

The evaluation and enhancement of image aesthetics play a pivotal role in the development of visual media, impacting fields including photography, design, and computer vision. Composition, a key factor shaping visual aesthetics, significantly influen...

(This article belongs to the Special Issue Recent Innovations in Computational Imaging and Sensing)
  • Article
  • Open Access
3 Citations
3,943 Views
22 Pages

22 September 2025

This article introduces a novel, cost-effective, noninvasive sensing mechanism for measuring water flow rate. It employs two tunneling magnetoresistance (TMR) sensors (analog and bi-polar), a magnet, and a stainless-steel cantilever. The TMR sensors...

(This article belongs to the Special Issue Sensors and Analog Front-End Circuits for Sensing Systems and High Sensitivity Measurements: 2nd Edition)
  • Article
  • Open Access
1,999 Views
15 Pages

Numerical Assessment of Electric Underfloor Heating Enhanced by Photovoltaic Integration

  • Hana Charvátová,
  • Aleš Procházka,
  • Martin Zálešák and
  • Vladimír Mařík

22 September 2025

The integration of electric underfloor heating systems with photovoltaic (PV) panels presents a promising approach to enhance thermal efficiency and energy sustainability in residential heating. This study investigates the performance of such hybrid...

(This article belongs to the Special Issue Sensors Solutions for the Development of Climate Neutral and Smart Cities)
  • Article
  • Open Access
2 Citations
4,894 Views
12 Pages

Cough-Induced Contraction Response Time and Strength of the Pelvic Floor Muscles Between Women with and Without Stress Urinary Incontinence

  • Elora dos Santos Silva de Lima,
  • Erica Feio Carneiro,
  • Karina Moyano Amorim,
  • César Ferreira Amorim and ,
  • Adriano de Oliveira Andrade,
  • Paulo Roberto Garcia Lucareli,
  • Daniela Aparecida Biasotto-Gonzalez and
  • Fabiano Politti
  • + 3 authors+ 0 author

22 September 2025

Anatomic and functional changes in the pelvic floor muscles (PFMs) have been associated with stress urinary incontinence (SUI). The aim of this study is to compare cough-induced contraction response time and PFM strength in women with and without SUI...

(This article belongs to the Special Issue Innovative Applications of Wearable Sensors in Musculoskeletal Biomechanics and Rehabilitation)
  • Article
  • Open Access
4 Citations
1,576 Views
16 Pages

22 September 2025

This study tackles the challenge of achieving high-precision robotic machining of elastic materials, where elastic recovery and overcutting often impair accuracy. To address this, a novel milling strategy, RAPSO, is introduced by combining an adaptiv...

(This article belongs to the Section Sensor Materials)
  • Article
  • Open Access
4 Citations
1,668 Views
21 Pages

22 September 2025

Although many deep learning-based image restoration networks have emerged in various image restoration tasks, most can only perform well in a specific type of restoration task and still face challenges in the general performance of image restoration....

(This article belongs to the Section Navigation and Positioning)
  • Article
  • Open Access
5 Citations
2,136 Views
11 Pages

21 September 2025

Children with cerebral palsy (CP) have impaired standing balance ability, caused by increased muscle tone, muscle weakness, and joint deformity. It is necessary to investigate standing balance for children with CP. Compared with postural stability as...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
1,652 Views
16 Pages

Experimental Study of Liquid and Gas Gate Valve Internal Leakage Testing Based on Ultrasonic Signal

  • Tingwei Wang,
  • Xinjia Ma,
  • Shiqiang Zhang,
  • Qiang Feng and ,
  • Xiaomei Xiang and
  • Hui Xia
  • + 1 author+ 0 author

21 September 2025

This study presents an experimental analysis of high-pressure liquid and gas gate valve leakage under multiple operating conditions, based on the variation patterns of ultrasonic signals. Focusing on a multi-physics field analysis of gate valve inter...

(This article belongs to the Section Industrial Sensors)
  • Article
  • Open Access
3 Citations
2,570 Views
22 Pages

Multi-Signal Acquisition System for Continuous Blood Pressure Monitoring

  • Naiwen Zhang,
  • Yu Zhang,
  • Jintao Chen,
  • Shaoxuan Qiu and ,
  • Jinting Ma,
  • Lihai Tan and
  • Guo Dan
  • + 2 authors+ 0 author

21 September 2025

Continuous blood pressure (BP) monitoring is essential for the early detection and prevention of cardiovascular diseases like hypertension. Recently, interest in continuous BP estimation systems and algorithms has grown. Various physiological signals...

(This article belongs to the Section Wearables)
  • Article
  • Open Access
1 Citations
1,589 Views
23 Pages

21 September 2025

Pedestrian intrusion in coal yard work areas is a major cause of accidents, posing challenges for the safe supervision of coal yards. Existing visual detection methods suffer under poor lighting and a lack of 3D data. To overcome these limitations, t...

(This article belongs to the Special Issue Intelligent Point Cloud Processing, Sensing and Understanding—Third Edition)
  • Communication
  • Open Access
6 Citations
2,301 Views
14 Pages

21 September 2025

Micro- and nanopatterning is crucial for advanced photonic, electronic, and sensing devices. Yet achieving large-area periodic nanostructures with a 75 nm half-pitch on low-cost laboratory systems remains difficult, because conventional near-ultravio...

(This article belongs to the Section Nanosensors)
  • Article
  • Open Access
1,348 Views
18 Pages

Application of a Multi-Frequency Electromagnetic Method for Boundary Detection of Isolated Permafrost

  • Yi Wu,
  • Changlei Dai,
  • Yunhu Shang,
  • Lei Yang and ,
  • Kai Gao and
  • Wenzhao Xu
  • + 1 author+ 0 author

21 September 2025

Isolated permafrost is widely distributed in freeze–thaw transition zones, characterized by blurred boundaries and strong spatial variability. Traditional methods such as drilling and electrical resistivity surveys are often limited in achievin...

(This article belongs to the Section Electronic Sensors)
  • Article
  • Open Access
1,311 Views
22 Pages

AGSK-Net: Adaptive Geometry-Aware Stereo-KANformer Network for Global and Local Unsupervised Stereo Matching

  • Qianglong Feng,
  • Xiaofeng Wang,
  • Zhenglin Lu,
  • Haiyu Wang and ,
  • Tingfeng Qi and
  • Tianyi Zhang
  • + 1 author+ 0 author

21 September 2025

The performance of unsupervised stereo matching in complex regions such as weak textures and occlusions is constrained by the inherently local receptive fields of convolutional neural networks (CNNs), the absence of geometric priors, and the limited...

(This article belongs to the Special Issue Deep Learning Technology and Image Sensing: 2nd Edition)
  • Article
  • Open Access
1,676 Views
13 Pages

An Improved Ratiometric FRET Biosensor with Higher Affinity for Extracellular ATP

  • Autumn Cholger,
  • Jason M. Conley,
  • Elaine Colomb,
  • Olivia de Cuba and ,
  • Jacob Kress and
  • Mathew Tantama
  • + 1 author+ 0 author

21 September 2025

Adenosine triphosphate (ATP) is readily released into the extracellular space as an autocrine and paracrine purinergic signaling molecule. We originally reported a genetically encoded, fluorescent protein-based Förster Resonance Energy Transfer...

(This article belongs to the Section Biosensors)
  • Article
  • Open Access
3 Citations
1,828 Views
23 Pages

21 September 2025

Radar-based water-level monitoring requires antennas with narrow beams, high gain, and low sidelobes. Existing horn and series-fed microstrip arrays either lack compactness or suffer from frequency-dependent beam deviation that reduces sensing accura...

(This article belongs to the Special Issue Advanced Millimeter Wave Antenna Systems for 5G and beyond 5G Wireless Communications)
  • Review
  • Open Access
10 Citations
2,338 Views
26 Pages

21 September 2025

Cancer constitutes a category of diseases with high mortality rates, where early and precise detection plays a crucial role in diagnosis and treatment. Tumour markers are biomolecules produced during cancer progression, predominantly inert molecules...

(This article belongs to the Section Biosensors)
  • Article
  • Open Access
4 Citations
925 Views
25 Pages

21 September 2025

This paper investigates a simultaneous wireless information and power transfer (SWIPT) decode-and-forward (DF) relay network, where a source node transmits data to a destination node through the assistance of multi-hop passive relays. We employ the t...

(This article belongs to the Section Communications)
  • Article
  • Open Access
1,781 Views
18 Pages

21 September 2025

Covert channels enable hidden communication that poses significant security risks, particularly when smartphones are used as transmitters. This paper presents the first end-to-end implementation and evaluation of an electromagnetic (EM) covert channe...

(This article belongs to the Section Electronic Sensors)
  • Article
  • Open Access
2 Citations
1,671 Views
16 Pages

Behavioral Biometrics in VR: Changing Sensor Signal Modalities

  • Aleksander Sawicki,
  • Khalid Saeed and
  • Wojciech Walendziuk

20 September 2025

The rapid evolution of virtual reality systems and the broader metaverse landscape has prompted growing research interest in biometric authentication methods for user verification. These solutions offer an additional layer of access control that surp...

(This article belongs to the Special Issue Sensor-Based Behavioral Biometrics)
  • Article
  • Open Access
16 Citations
3,112 Views
21 Pages

20 September 2025

Smart manufacturing demands ever-increasing equipment reliability and continuous availability. Traditional fault diagnosis relies on attached sensors and complex wiring to collect vibration signals. This approach suffers from poor environmental adapt...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
3 Citations
1,521 Views
18 Pages

20 September 2025

The monitoring of partial discharge activity is part of very basic methods used to determine the status of insulation systems in high-voltage electric power devices. These methods use direct galvanic coupled measurement, measurement by inductive offl...

(This article belongs to the Special Issue Electronic Test and Measurement Instrumentation: Design and Applications (2nd Edition))
  • Article
  • Open Access
2 Citations
1,121 Views
14 Pages

Sex Differences in Cortical Hemodynamic Responses During Interactive and Passive Tasks: An fNIRS Study Using the Nefroball System

  • Karolina Jezierska,
  • Agnieszka Turoń-Skrzypińska,
  • Iwona Rotter,
  • Anna Syroka and
  • Aleksandra Rył

20 September 2025

The present study aimed to investigate sex differences in the hemodynamic response of the cerebral cortex during interactive and passive tasks using functional near-infrared spectroscopy fNIRS. Ninety-seven healthy adults (63 women, 34 men) participa...

(This article belongs to the Section Biomedical Sensors)
  • Article
  • Open Access
1 Citations
1,207 Views
18 Pages

20 September 2025

This paper presents a triple-ring optical filter designed through direct binary search inverse design, comprising three cascaded rings in an add–drop configuration. We established a physical model using temporal coupled-mode theory to derive th...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
1,346 Views
27 Pages

Impact of Force Scaling on Physician Fatigue in a Bilateral Tele-Ultrasound System

  • Eleonora Storto,
  • Valerio Novelli,
  • Antonio Frisoli and
  • Francesco Porcini

20 September 2025

Tele-ultrasound systems enable remote diagnostic imaging by transmitting both motion commands and haptic feedback between a sonographer and a robotic probe. While these systems aim to replicate conventional ultrasound procedures, they rarely address...

(This article belongs to the Section Sensors and Robotics)
  • Article
  • Open Access
3 Citations
1,721 Views
37 Pages

20 September 2025

This paper challenges the conventional wisdom of using uniform random resource selection for collision resolution in distributed scheduling, particularly in wireless protocols. Bluetooth, being one such technology, is analyzed through its frequency h...

(This article belongs to the Special Issue Empowering the IoT: Scalable, Sustainable, and Ultra-Low Power Solutions)
  • Article
  • Open Access
2 Citations
1,500 Views
13 Pages

Improvements to Unsteady Pressure-Sensitive Paint Formulations

  • Sarah M. Peak,
  • Daniel T. Reese,
  • Kyle Z. Goodman and
  • A. Neal Watkins

20 September 2025

Improvements to unsteady pressure-sensitive paint (uPSP) formulations have been realized by judicious selection of titanium dioxide (TiO2) particles and dispersant. Traditionally, uPSP formulations based on polymer/ceramic coating have been used in m...

(This article belongs to the Section Sensor Materials)
  • Article
  • Open Access
4 Citations
2,660 Views
18 Pages

20 September 2025

This feasibility study evaluated a wearable sensor-based haptic feedback system designed to promote ergonomic awareness and influence posture and muscle activation patterns during a standard dental procedure. Inertial measurement units (IMUs) monitor...

(This article belongs to the Collection Wearable Sensors for Risk Assessment and Injury Prevention)
  • Article
  • Open Access
3,056 Views
20 Pages

20 September 2025

Accurate 3D semantic occupancy perception is critical for autonomous driving, enabling robust navigation in unstructured environments. While vision-based methods suffer from depth inaccuracies and lighting sensitivity, LiDAR-based approaches face cha...

(This article belongs to the Section Radar Sensors)
  • Article
  • Open Access
2 Citations
1,805 Views
26 Pages

20 September 2025

This paper proposes an integrated OFDM signal system combining sidetone signals for communication and measurement, addressing the challenges of system complexity, resource waste, and interference caused by separated communication and measurement func...

(This article belongs to the Section Navigation and Positioning)
  • Article
  • Open Access
4 Citations
947 Views
14 Pages

20 September 2025

Based on the energy equation of the hemispherical resonator, this study analyzes the influence of ion beam balancing on the frequency split of the hemispherical resonator. Firstly, the formula for mass defects and the resonant frequency of the resona...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
17 Citations
3,792 Views
17 Pages

Comparative Performance Analysis of Lightweight Cryptographic Algorithms on Resource-Constrained IoT Platforms

  • Tiberius-George Sorescu,
  • Vlad-Mihai Chiriac,
  • Mario-Alexandru Stoica,
  • Ciprian-Romeo Comsa and ,
  • Iustin-Gabriel Soroaga and
  • Alexandru Contac
  • + 1 author+ 0 author

20 September 2025

The increase in Internet of Things (IoT) devices has introduced significant security challenges, primarily due to their inherent constraints in computational power, memory, and energy. This study provides a comparative performance analysis of selecte...

(This article belongs to the Section Internet of Things)
  • Communication
  • Open Access
1 Citations
1,092 Views
11 Pages

Real-Time Object Classification via Dual-Pixel Measurement

  • Jianing Yang,
  • Ran Chen,
  • Yicheng Peng,
  • Lingyun Zhang and ,
  • Ting Sun and
  • Fei Xing
  • + 1 author+ 0 author

20 September 2025

Achieving rapid and accurate object classification holds significant importance in various domains. However, conventional vision-based techniques suffer from several limitations, including high data redundancy and strong dependence on image quality....

(This article belongs to the Special Issue Real-Time Object Detection and Classification Using Advanced Sensing Techniques)
  • Article
  • Open Access
4 Citations
2,213 Views
13 Pages

20 September 2025

This paper presents an optimised signal processing framework for contactless physiological monitoring using Frequency Modulated Continuous Wave (FMCW) radar within automotive environments. This research focuses on enhancing heart rate (HR) and heart...

(This article belongs to the Special Issue Electromagnetic Waves, Antennas and Sensor Technologies in Modern Biomedical and Environmental Applications)
  • Review
  • Open Access
7 Citations
4,249 Views
43 Pages

Review of Uneven Road Surface Information Perception Methods for Suspension Preview Control

  • Yujie Shen,
  • Kai Jing,
  • Kecheng Sun,
  • Changning Liu and ,
  • Yi Yang and
  • Yanling Liu
  • + 1 author+ 0 author

19 September 2025

Accurate detection of road surface information is crucial for enhancing vehicle driving safety and ride comfort. To overcome the limitation that traditional suspension systems struggle to respond to road excitations in real time due to time delays in...

(This article belongs to the Special Issue Advanced Environment Perception, Decision Planning, and Intelligent Control of Transport Equipment)

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