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Sensors, Volume 23, Issue 16

2023 August-2 - 295 articles

Cover Story: With the boom in devices operating at different voltages using transformers and the requirement for their safe, fault-free operation, soft sensors for monitoring are coming to the fore. We introduce two extended Kalman filters (EKF) for galvanic decoupled soft sensing and fault detection. They are investigated in power lines where only the primary electrical quantities, input voltage, and current of transformer are measured. Faults can occur in both primary and secondary winding. The first EKF estimates the voltage, current, and load resistance of the secondary winding. The second EKF serves for the harmonic detection and estimation of the amplitude and frequency of the primary winding voltage. Moreover, the EKFs are emphasized in the sensor fusion merging multiple data and their reconciliation with the measurements. View this paper
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Articles (295)

  • Article
  • Open Access
10 Citations
2,410 Views
18 Pages

21 August 2023

Infrared ship target detection is crucial technology in marine scenarios. Ship targets vary in scale throughout navigation because the distance between the ship and the infrared camera is constantly changing. Furthermore, complex backgrounds, such as...

  • Article
  • Open Access
6 Citations
4,226 Views
21 Pages

21 August 2023

This paper proposes a novel design of shielded two-turn near-field probe with focus on high sensitivity and high electric field suppression. A comparison of different two-turn loop topologies and their influence on the probe sensitivity in the freque...

  • Article
  • Open Access
4 Citations
2,962 Views
16 Pages

21 August 2023

Photographs taken under harsh ambient lighting can suffer from a number of image quality degradation phenomena due to insufficient exposure. These include reduced brightness, loss of transfer information, noise, and color distortion. In order to solv...

  • Article
  • Open Access
4 Citations
2,973 Views
17 Pages

Force-Position Hybrid Compensation Control for Path Deviation in Robot-Assisted Bone Drilling

  • Shibo Li,
  • Xin Zhong,
  • Yuanyuan Yang,
  • Xiaozhi Qi,
  • Ying Hu and
  • Xiaojun Yang

21 August 2023

Bone drilling is a common procedure in orthopedic surgery and is frequently attempted using robot-assisted techniques. However, drilling on rigid, slippery, and steep cortical surfaces, which are frequently encountered in robot-assisted operations du...

  • Article
  • Open Access
2 Citations
1,864 Views
19 Pages

21 August 2023

Unmanned vehicles frequently encounter the challenge of navigating through complex mountainous terrains, which are characterized by numerous unknown continuous curves. Drones, with their wide field of view and ability to vertically displace, offer a...

  • Article
  • Open Access
8 Citations
2,085 Views
15 Pages

21 August 2023

Aging of the population and the declining birthrate in Japan have produced severe human resource shortages in the medical and long-term care industries. Reportedly, falls account for more than 50% of all accidents in nursing homes. Recently, various...

  • Article
  • Open Access
2,365 Views
25 Pages

21 August 2023

Autonomous robots heavily rely on simultaneous localization and mapping (SLAM) techniques and sensor data to create accurate maps of their surroundings. When multiple robots are employed to expedite exploration, the resulting maps often have varying...

  • Article
  • Open Access
10 Citations
2,779 Views
17 Pages

Federated Transfer Learning Strategy: A Novel Cross-Device Fault Diagnosis Method Based on Repaired Data

  • Zhenhao Yan,
  • Jiachen Sun,
  • Yixiang Zhang,
  • Lilan Liu,
  • Zenggui Gao and
  • Yuxing Chang

21 August 2023

Federated learning has attracted much attention in fault diagnosis since it can effectively protect data privacy. However, efficient fault diagnosis performance relies on the uninterrupted training of model parameters with massive amounts of perfect...

  • Article
  • Open Access
8 Citations
2,209 Views
12 Pages

Fourier Ptychographic Microscopic Reconstruction Method Based on Residual Hybrid Attention Network

  • Jie Li,
  • Jingzi Hao,
  • Xiaoli Wang,
  • Yongshan Wang,
  • Yan Wang,
  • Hao Wang and
  • Xinbo Wang

21 August 2023

Fourier ptychographic microscopy (FPM) is a novel technique for computing microimaging that allows imaging of samples such as pathology sections. However, due to the influence of systematic errors and noise, the quality of reconstructed images using...

  • Article
  • Open Access
4 Citations
1,885 Views
15 Pages

Effective Mean Square Differences: A Matching Algorithm for Highly Similar Sheet Metal Parts

  • Hui Zhang,
  • Zhen Guan,
  • Joe Eastwood,
  • Hongji Zhang and
  • Xiaoyang Zhu

21 August 2023

The accurate identification of highly similar sheet metal parts remains a challenging issue in sheet metal production. To solve this problem, this paper proposes an effective mean square differences (EMSD) algorithm that can effectively distinguish h...

  • Article
  • Open Access
7 Citations
2,890 Views
15 Pages

21 August 2023

Motivation: The advancement of preventive medicine and, subsequently, telemedicine drives the need for noninvasive and remote measurements in patients’ natural environments. Heart rate (HR) measurements are particularly promising and extensivel...

  • Article
  • Open Access
9 Citations
3,022 Views
18 Pages

21 August 2023

In this paper, we propose a combined filtering method rooted in the application of the Sage–Husa Adaptive Kalman filtering, designed specifically to process wave sensor data. This methodology aims to boost the measurement precision and real-tim...

  • Article
  • Open Access
6 Citations
3,127 Views
16 Pages

21 August 2023

Analyzing the photomicrographs of coal and conducting maceral analysis are essential steps in understanding the coal’s characteristics, quality, and potential uses. However, due to limitations of equipment and technology, the obtained coal phot...

  • Article
  • Open Access
50 Citations
91,952 Views
17 Pages

Enhanced Deep Learning Approach for Accurate Eczema and Psoriasis Skin Detection

  • Mohamed Hammad,
  • Paweł Pławiak,
  • Mohammed ElAffendi,
  • Ahmed A. Abd El-Latif and
  • Asmaa A. Abdel Latif

21 August 2023

This study presents an enhanced deep learning approach for the accurate detection of eczema and psoriasis skin conditions. Eczema and psoriasis are significant public health concerns that profoundly impact individuals’ quality of life. Early de...

  • Article
  • Open Access
42 Citations
10,426 Views
13 Pages

Hybrid Beamforming in Massive MIMO for Next-Generation Communication Technology

  • Shahid Hamid,
  • Shakti Raj Chopra,
  • Akhil Gupta,
  • Sudeep Tanwar,
  • Bogdan Cristian Florea,
  • Dragos Daniel Taralunga,
  • Osama Alfarraj and
  • Ahmed M. Shehata

21 August 2023

Hybrid beamforming is a viable method for lowering the complexity and expense of massive multiple-input multiple-output systems while achieving high data rates on track with digital beamforming. To this end, the purpose of the research reported in th...

  • Article
  • Open Access
6 Citations
3,411 Views
26 Pages

Modified Nonlinear Hysteresis Approach for a Tactile Sensor

  • Gasak Abdul-Hussain,
  • William Holderbaum,
  • Theodoros Theodoridis and
  • Guowu Wei

21 August 2023

Soft tactile sensors based on piezoresistive materials have large-area sensing applications. However, their accuracy is often affected by hysteresis which poses a significant challenge during operation. This paper introduces a novel approach that emp...

  • Article
  • Open Access
1 Citations
1,988 Views
16 Pages

Accurate Detection for Zirconium Sheet Surface Scratches Based on Visible Light Images

  • Bin Xu,
  • Yuanhaoji Sun,
  • Jinhua Li,
  • Zhiyong Deng,
  • Hongyu Li,
  • Bo Zhang and
  • Kai Liu

21 August 2023

Zirconium sheet has been widely used in various fields, e.g., chemistry and aerospace. The surface scratches on the zirconium sheets caused by complex processing environment have a negative impact on the performance, e.g., working life and fatigue fr...

  • Article
  • Open Access
4 Citations
5,471 Views
18 Pages

Human Activity Recognition via Score Level Fusion of Wi-Fi CSI Signals

  • Gunsik Lim,
  • Beomseok Oh,
  • Donghyun Kim and
  • Kar-Ann Toh

21 August 2023

Wi-Fi signals are ubiquitous and provide a convenient, covert, and non-invasive means of recognizing human activity, which is particularly useful for healthcare monitoring. In this study, we investigate a score-level fusion structure for human activi...

  • Systematic Review
  • Open Access
8 Citations
4,891 Views
20 Pages

21 August 2023

Ultrasound has a deep penetrating ability with minimal or no tissue injury, while cancer-mediated complications during diagnosis, therapy, and surgery have become a serious challenge for clinicians and lead to the severity of the primary condition (c...

  • Communication
  • Open Access
8 Citations
19,149 Views
14 Pages

Explainable Automated TI-RADS Evaluation of Thyroid Nodules

  • Alisa Kunapinun,
  • Dittapong Songsaeng,
  • Sittaya Buathong,
  • Matthew N. Dailey,
  • Chadaporn Keatmanee and
  • Mongkol Ekpanyapong

21 August 2023

A thyroid nodule, a common abnormal growth within the thyroid gland, is often identified through ultrasound imaging of the neck. These growths may be solid- or fluid-filled, and their treatment is influenced by factors such as size and location. The...

  • Article
  • Open Access
4 Citations
2,159 Views
24 Pages

Towards Feasible Solutions for Load Monitoring in Quebec Residences

  • Sayed Saeed Hosseini,
  • Benoit Delcroix,
  • Nilson Henao,
  • Kodjo Agbossou and
  • Sousso Kelouwani

21 August 2023

For many years, energy monitoring at the most disaggregate level has been mainly sought through the idea of Non-Intrusive Load Monitoring (NILM). Developing a practical application of this concept in the residential sector can be impeded by the techn...

  • Article
  • Open Access
9 Citations
4,885 Views
18 Pages

20 August 2023

Bare board AudioMoth recorders offer a low-cost, open-source solution to passive acoustic monitoring (PAM) but need protecting in an enclosure. We were concerned that the choice of enclosure may alter the spectral characteristics of recordings. We fo...

  • Article
  • Open Access
3 Citations
2,001 Views
24 Pages

20 August 2023

In the realm of the Internet of Things (IoT), a network of sensors and actuators collaborates to fulfill specific tasks. As the demand for IoT networks continues to rise, it becomes crucial to ensure the stability of this technology and adapt it for...

  • Article
  • Open Access
7 Citations
2,906 Views
14 Pages

20 August 2023

Vision-based object detection is essential for safe and efficient field operation for autonomous agricultural vehicles. However, one of the challenges in transferring state-of-the-art object detectors to the agricultural domain is the limited availab...

  • Article
  • Open Access
8 Citations
3,217 Views
23 Pages

20 August 2023

In recent years, integrating structured light with deep learning has gained considerable attention in three-dimensional (3D) shape reconstruction due to its high precision and suitability for dynamic applications. While previous techniques primarily...

  • Article
  • Open Access
3 Citations
4,219 Views
11 Pages

Research on Speech Synthesis Based on Mixture Alignment Mechanism

  • Yan Deng,
  • Ning Wu,
  • Chengjun Qiu,
  • Yan Chen and
  • Xueshan Gao

20 August 2023

In recent years, deep learning-based speech synthesis has attracted a lot of attention from the machine learning and speech communities. In this paper, we propose Mixture-TTS, a non-autoregressive speech synthesis model based on mixture alignment mec...

  • Article
  • Open Access
10 Citations
3,733 Views
19 Pages

20 August 2023

Social media is a real-time social sensor to sense and collect diverse information, which can be combined with sentiment analysis to help IoT sensors provide user-demanded favorable data in smart systems. In the case of insufficient data labels, cros...

  • Article
  • Open Access
40 Citations
8,209 Views
23 Pages

Automatic Modulation Classification Based on CNN-Transformer Graph Neural Network

  • Dong Wang,
  • Meiyan Lin,
  • Xiaoxu Zhang,
  • Yonghui Huang and
  • Yan Zhu

20 August 2023

In recent years, neural network algorithms have demonstrated tremendous potential for modulation classification. Deep learning methods typically take raw signals or convert signals into time–frequency images as inputs to convolutional neural ne...

  • Communication
  • Open Access
3 Citations
2,016 Views
9 Pages

Dispersion Turning Attenuation Microfiber for Flowrate Sensing

  • Yaqi Tang,
  • Chao Wang,
  • Xuefeng Wang,
  • Meng Jiang,
  • Junda Lao and
  • Dongning Wang

20 August 2023

We demonstrated a new optical fiber modal interferometer (MI) for airflow sensing; the novelty of the proposed structure is that an MI is fabricated based on a piece of HAF, which makes the sensitive MI itself also a hotwire. The interferometer is ma...

  • Communication
  • Open Access
2 Citations
2,271 Views
10 Pages

20 August 2023

Voice spoofing attempts to break into a specific automatic speaker verification (ASV) system by forging the user’s voice and can be used through methods such as text-to-speech (TTS), voice conversion (VC), and replay attacks. Recently, deep lea...

  • Review
  • Open Access
12 Citations
6,847 Views
20 Pages

Wireless Sensor Network-Based Rockfall and Landslide Monitoring Systems: A Review

  • Mattia Ragnoli,
  • Massimo Scarsella,
  • Alfiero Leoni,
  • Giuseppe Ferri and
  • Vincenzo Stornelli

20 August 2023

Rockfalls and landslide events are caused by different factors among which are included geomorphological and climatic factors and also human interaction. Therefore, the economic and social impacts can be significant and the remote monitoring of such...

  • Review
  • Open Access
9 Citations
4,111 Views
26 Pages

19 August 2023

Integrated Ultra-wideband (UWB) and Magnetic Inertial Measurement Unit (MIMU) sensor systems have been gaining popularity for pedestrian tracking and indoor localization applications, mainly due to their complementary error characteristics that can b...

  • Article
  • Open Access
1 Citations
4,328 Views
14 Pages

An Effective Near-Field to Far-Field Transformation with Planar Spiral Scanning for Flat Antennas under Test

  • Florindo Bevilacqua,
  • Francesco D’Agostino,
  • Flaminio Ferrara,
  • Claudio Gennarelli,
  • Rocco Guerriero,
  • Massimo Migliozzi and
  • Giovanni Riccio

19 August 2023

The goal of this article is to provide numerical and experimental assessments of an effective near-field to far-field transformation (NF–FF T) technique with planar spiral scanning for flat antennas under test (AUTs), which requires a non-redun...

  • Article
  • Open Access
10 Citations
7,129 Views
29 Pages

19 August 2023

Dispensing errors play a crucial role in various medical errors, unfortunately emerging as the third leading cause of death in the United States. This alarming statistic has spurred the World Health Organization (WHO) into action, leading to the init...

  • Communication
  • Open Access
9 Citations
5,903 Views
9 Pages

A Glass-Fiber-Optic Turbidity Sensor for Real-Time In Situ Water Quality Monitoring

  • Chi Thanh Vu,
  • Amir Ahmadi Zahrani,
  • Lingze Duan and
  • Tingting Wu

19 August 2023

Turbidity is an important water quality parameter, especially for drinking water. The ability to actively monitor the turbidity level of drinking water distribution systems is of critical importance to the safety and wellbeing of the public. Traditio...

  • Article
  • Open Access
7 Citations
2,398 Views
17 Pages

19 August 2023

As a biological characteristic, gait uses the posture characteristics of human walking for identification, which has the advantages of a long recognition distance and no requirement for the cooperation of subjects. This paper proposes a research meth...

  • Review
  • Open Access
107 Citations
50,003 Views
27 Pages

A Systematic Literature Review on Cyber Threat Intelligence for Organizational Cybersecurity Resilience

  • Saqib Saeed,
  • Sarah A. Suayyid,
  • Manal S. Al-Ghamdi,
  • Hayfa Al-Muhaisen and
  • Abdullah M. Almuhaideb

19 August 2023

Cybersecurity is a significant concern for businesses worldwide, as cybercriminals target business data and system resources. Cyber threat intelligence (CTI) enhances organizational cybersecurity resilience by obtaining, processing, evaluating, and d...

  • Article
  • Open Access
9 Citations
3,963 Views
17 Pages

19 August 2023

Bridge crack detection based on deep learning is a research area of great interest and difficulty in the field of bridge health detection. This study aimed to investigate the effectiveness of coupling a deep learning framework (DLF) with a convolutio...

  • Article
  • Open Access
2,037 Views
11 Pages

Highly Tunable MOCVD Process of Vanadium Dioxide Thin Films: Relationship between Structural/Morphological Features and Electrodynamic Properties

  • Anna Lucia Pellegrino,
  • Francesca Lo Presti,
  • Gian Paolo Papari,
  • Can Koral,
  • Antonello Andreone and
  • Graziella Malandrino

19 August 2023

The monoclinic structures of vanadium dioxide are widely studied as appealing systems due to a plethora of functional properties in several technological fields. In particular, the possibility to obtain the VO2 material in the form of thin film with...

  • Communication
  • Open Access
2 Citations
2,481 Views
9 Pages

Microwave Electrometry with Multi-Photon Coherence in Rydberg Atoms

  • Zheng Yin,
  • Qianzhu Li,
  • Xiaoyun Song,
  • Zhengmao Jia,
  • Michal Parniak,
  • Xiao Lu and
  • Yandong Peng

19 August 2023

A scheme for the measurement of a microwave (MW) electric field is proposed via multi-photon coherence in Rydberg atoms. It is based on the three-photon electromagnetically induced absorption (TPEIA) spectrum. In this process, the multi-photon produc...

  • Article
  • Open Access
11 Citations
2,599 Views
18 Pages

Fortifying Smart Home Security: A Robust and Efficient User-Authentication Scheme to Counter Node Capture Attacks

  • Iqra Asghar,
  • Muhammad Ayaz Khan,
  • Tahir Ahmad,
  • Subhan Ullah,
  • Khwaja Mansoor ul Hassan and
  • Attaullah Buriro

19 August 2023

In smart home environments, the interaction between a remote user and devices commonly occurs through a gateway, necessitating the need for robust user authentication. Despite numerous state-of-the-art user-authentication schemes proposed over the ye...

  • Communication
  • Open Access
7 Citations
4,357 Views
9 Pages

A Pressure-Based Multiphase Flowmeter: Proof of Concept

  • Vijay Ramakrishnan and
  • Muhammad Arsalan

19 August 2023

Multiphase flowmeters (MPFMs) measure the flow rates of oil, gas, and brine in a pipeline. MPFMs provide remote access to real-time well production data that are essential for efficient oil field operations. Most MPFMs are complex systems requiring f...

  • Article
  • Open Access
1 Citations
2,712 Views
17 Pages

Cautious Bayesian Optimization: A Line Tracker Case Study

  • Vicent Girbés-Juan,
  • Joaquín Moll,
  • Antonio Sala and
  • Leopoldo Armesto

18 August 2023

In this paper, a procedure for experimental optimization under safety constraints, to be denoted as constraint-aware Bayesian Optimization, is presented. The basic ingredients are a performance objective function and a constraint function; both of th...

  • Article
  • Open Access
8 Citations
3,876 Views
18 Pages

18 August 2023

We propose an improved BM3D algorithm for block-matching based on UNet denoising network feature maps and structural similarity (SSIM). In response to the traditional BM3D algorithm that directly performs block-matching on a noisy image, without cons...

  • Article
  • Open Access
14 Citations
3,819 Views
20 Pages

Unmanned Ariel Vehicle (UAV) Path Planning for Area Segmentation in Intelligent Landmine Detection Systems

  • Ahmed Barnawi,
  • Krishan Kumar,
  • Neeraj Kumar,
  • Nisha Thakur,
  • Bander Alzahrani and
  • Amal Almansour

18 August 2023

Landmine contamination is a significant problem that has devastating consequences worldwide. Unmanned aerial vehicles (UAVs) can play an important role in solving this problem. The technology has the potential to expedite, simplify, and improve the s...

  • Review
  • Open Access
23 Citations
5,372 Views
39 Pages

18 August 2023

Deep Transfer Learning (DTL) signifies a novel paradigm in machine learning, merging the superiorities of deep learning in feature representation with the merits of transfer learning in knowledge transference. This synergistic integration propels DTL...

  • Article
  • Open Access
10 Citations
2,737 Views
17 Pages

Sustainable Resource Allocation and Reduce Latency Based on Federated-Learning-Enabled Digital Twin in IoT Devices

  • Mohammed A. Alhartomi,
  • Adeeb Salh,
  • Lukman Audah,
  • Saeed Alzahrani,
  • Ahmed Alzahmi,
  • Mohammad R. Altimania,
  • Abdulaziz Alotaibi,
  • Ruwaybih Alsulami and
  • Omar Al-Hartomy

18 August 2023

In this article, we utilize Digital Twins (DT) with edge networks using blockchain technology for reliable real-time data processing and provide a secure, scalable solution to bridge the gap between physical edge networks and digital systems. Then, w...

  • Article
  • Open Access
8 Citations
2,618 Views
15 Pages

A Comparison of Walking Behavior during the Instrumented TUG and Habitual Gait

  • Catherine P. Agathos,
  • Anca Velisar and
  • Natela M. Shanidze

18 August 2023

The timed up and go test (TUG) is a common clinical functional balance test often used to complement findings on sensorimotor changes due to aging or sensory/motor dysfunction. The instrumented TUG can be used to obtain objective postural and gait me...

  • Article
  • Open Access
12 Citations
4,174 Views
17 Pages

An Efficient Image Deblurring Network with a Hybrid Architecture

  • Mingju Chen,
  • Sihang Yi,
  • Zhongxiao Lan and
  • Zhengxu Duan

18 August 2023

Blurring is one of the main degradation factors in image degradation, so image deblurring is of great interest as a fundamental problem in low-level computer vision. Because of the limited receptive field, traditional CNNs lack global fuzzy region mo...

  • Article
  • Open Access
3 Citations
2,067 Views
14 Pages

18 August 2023

We put forward and demonstrate a silicon photonics (SiPh)-based mode division multiplexed (MDM) optical power splitter that supports transverse-electric (TE) single-mode, dual-mode, and triple-mode (i.e., TE0, TE1, and TE2). An optical power splitter...

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