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Sensors, Volume 23, Issue 20

2023 October-2 - 311 articles

Cover Story: Thermal tomography (TT) is a promising non-contact nondestructive imaging method for the detection of pores in metallic structures printed with the laser powder bed fusion (LPBF) additive manufacturing method. We introduce a novel multi-task learning (MTL) approach, which simultaneously performs a classification of synthetic TT images and segmentation of experimental scanning electron microscopy (SEM) images. Synthetic TT images are obtained from computer simulations of metallic structures with subsurface elliptical-shape defects, while experimental SEM images are obtained from imaging of LPBF-printed stainless-steel coupons. The results of this study show that the MTL network performs better in both the classification and segmentation tasks, as compared to the conventional approach when the individual tasks are performed independently of each other. View this paper
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Articles (311)

  • Review
  • Open Access
15 Citations
4,253 Views
19 Pages

An Overview to Molecularly Imprinted Electrochemical Sensors for the Detection of Bisphenol A

  • Ying Pan,
  • Mengfan Wu,
  • Mingjiao Shi,
  • Peizheng Shi,
  • Ningbin Zhao,
  • Yangguang Zhu,
  • Hassan Karimi-Maleh,
  • Chen Ye,
  • Cheng-Te Lin and
  • Li Fu

23 October 2023

Bisphenol A (BPA) is an industrial chemical used extensively in plastics and resins. However, its endocrine-disrupting properties pose risks to human health and the environment. Thus, accurate and rapid detection of BPA is crucial for exposure monito...

  • Article
  • Open Access
3 Citations
2,901 Views
19 Pages

A Robust and Integrated Visual Odometry Framework Exploiting the Optical Flow and Feature Point Method

  • Haiyang Qiu,
  • Xu Zhang,
  • Hui Wang,
  • Dan Xiang,
  • Mingming Xiao,
  • Zhiyu Zhu and
  • Lei Wang

23 October 2023

In this paper, we propose a robust and integrated visual odometry framework exploiting the optical flow and feature point method that achieves faster pose estimate and considerable accuracy and robustness during the odometry process. Our method utili...

  • Article
  • Open Access
6 Citations
4,833 Views
19 Pages

23 October 2023

Time–frequency analysis of EEG data is a key step in exploring the internal activities of the human brain. Studying oscillations is an important part of the analysis, as they are thought to provide the underlying mechanism for communication bet...

  • Article
  • Open Access
7 Citations
3,901 Views
16 Pages

23 October 2023

Urbanization has led to the need for the intelligent management of various urban challenges, from traffic to energy. In this context, smart campuses and buildings emerge as microcosms of smart cities, offering both opportunities and challenges in tec...

  • Article
  • Open Access
5 Citations
1,924 Views
16 Pages

23 October 2023

In the early 1990s, Mehrotra and Nichani developed a filtering-based corner detection method, which, though conceptually intriguing, suffered from limited reliability, leading to minimal references in the literature. Despite its underappreciation, th...

  • Review
  • Open Access
79 Citations
18,487 Views
73 Pages

Wearable Nano-Based Gas Sensors for Environmental Monitoring and Encountered Challenges in Optimization

  • Sara Hooshmand,
  • Panagiotis Kassanos,
  • Meysam Keshavarz,
  • Pelin Duru,
  • Cemre Irmak Kayalan,
  • İzzet Kale and
  • Mustafa Kemal Bayazit

23 October 2023

With a rising emphasis on public safety and quality of life, there is an urgent need to ensure optimal air quality, both indoors and outdoors. Detecting toxic gaseous compounds plays a pivotal role in shaping our sustainable future. This review aims...

  • Article
  • Open Access
12 Citations
4,440 Views
27 Pages

23 October 2023

An end-to-end approach to autonomous navigation that is based on deep reinforcement learning (DRL) with a survival penalty function is proposed in this paper. Two actor–critic (AC) frameworks, namely, deep deterministic policy gradient (DDPG) a...

  • Article
  • Open Access
2 Citations
4,997 Views
22 Pages

SLAV-Sim: A Framework for Self-Learning Autonomous Vehicle Simulation

  • Jacob Crewe,
  • Aditya Humnabadkar,
  • Yonghuai Liu,
  • Amr Ahmed and
  • Ardhendu Behera

23 October 2023

With the advent of autonomous vehicles, sensors and algorithm testing have become crucial parts of the autonomous vehicle development cycle. Having access to real-world sensors and vehicles is a dream for researchers and small-scale original equipmen...

  • Article
  • Open Access
10 Citations
5,721 Views
17 Pages

23 October 2023

GPS-based maneuvering target localization and tracking is a crucial aspect of autonomous driving and is widely used in navigation, transportation, autonomous vehicles, and other fields.The classical tracking approach employs a Kalman filter with prec...

  • Article
  • Open Access
2 Citations
2,303 Views
18 Pages

23 October 2023

The high-temperature strain gauge is a sensor for strain measurement in high-temperature environments. The measurement results often have a certain divergence, so the uncertainty of the high-temperature strain gauge system is analyzed theoretically....

  • Article
  • Open Access
8 Citations
3,477 Views
25 Pages

Multisensory System for Long-Term Activity Monitoring to Facilitate Aging-in-Place

  • Sergio Lluva-Plaza,
  • Ana Jiménez-Martín,
  • David Gualda-Gómez,
  • José Manuel Villadangos-Carrizo and
  • Juan Jesús García-Domínguez

23 October 2023

Demographic changes and an ageing population require more effective methods to confront the increased prevalence of chronic diseases which generate dependence in older adults as well as an important rise in social expenditure. The challenge is not on...

  • Article
  • Open Access
2 Citations
2,282 Views
15 Pages

23 October 2023

This article introduces a technical solution for investigating the movement of gases in the atmosphere through the turbulent pulsation method. A comprehensive control system was developed to measure and record the concentrations of carbon dioxide and...

  • Article
  • Open Access
1 Citations
2,130 Views
14 Pages

23 October 2023

Laparoscopic surgery with capnoperitoneum brings many advantages to patients, but also emphasizes the negative impact of anesthesia and mechanical ventilation on the lungs. Even though many studies use electrical impedance tomography (EIT) for lung m...

  • Article
  • Open Access
14 Citations
2,901 Views
15 Pages

Research on Emotion Recognition Method of Cerebral Blood Oxygen Signal Based on CNN-Transformer Network

  • Zihao Jin,
  • Zhiming Xing,
  • Yiran Wang,
  • Shuqi Fang,
  • Xiumin Gao and
  • Xiangmei Dong

23 October 2023

In recent years, research on emotion recognition has become more and more popular, but there are few studies on emotion recognition based on cerebral blood oxygen signals. Since the electroencephalogram (EEG) is easily disturbed by eye movement and t...

  • Article
  • Open Access
40 Citations
11,283 Views
24 Pages

Distributed Denial of Service Attack Detection in Network Traffic Using Deep Learning Algorithm

  • Mahrukh Ramzan,
  • Muhammad Shoaib,
  • Ayesha Altaf,
  • Shazia Arshad,
  • Faiza Iqbal,
  • Ángel Kuc Castilla and
  • Imran Ashraf

23 October 2023

Internet security is a major concern these days due to the increasing demand for information technology (IT)-based platforms and cloud computing. With its expansion, the Internet has been facing various types of attacks. Viruses, denial of service (D...

  • Article
  • Open Access
6 Citations
3,323 Views
14 Pages

A Compact RF Energy Harvesting Wireless Sensor Node with an Energy Intensity Adaptive Management Algorithm

  • Xiaoqiang Liu,
  • Mingxue Li,
  • Xinkai Chen,
  • Yiheng Zhao,
  • Liyi Xiao and
  • Yufeng Zhang

23 October 2023

This paper presents a compact RF energy harvesting wireless sensor node with the antenna, rectifier, energy management circuits, and load integrated on a single printed circuit board and a total size of 53 mm × 59.77 mm × 4.5 mm. By etchi...

  • Article
  • Open Access
3,289 Views
16 Pages

Control Algorithm Design of a Force-Balance Accelerometer

  • Zhiqiang Liu,
  • Lei Xia,
  • Bin Wu,
  • Ronghua Huan and
  • Zhilong Huang

23 October 2023

The force-balanced accelerometer (FBA), unlike other types of sensors, incorporates a closed-loop control. The efficacy of the system is contingent not solely on the hardware, but more critically on the formulation of the control algorithm. Conventio...

  • Article
  • Open Access
21 Citations
5,683 Views
18 Pages

Depressive Disorder Recognition Based on Frontal EEG Signals and Deep Learning

  • Yanting Xu,
  • Hongyang Zhong,
  • Shangyan Ying,
  • Wei Liu,
  • Guibin Chen,
  • Xiaodong Luo and
  • Gang Li

23 October 2023

Depressive disorder (DD) has become one of the most common mental diseases, seriously endangering both the affected person’s psychological and physical health. Nowadays, a DD diagnosis mainly relies on the experience of clinical psychiatrists a...

  • Article
  • Open Access
2 Citations
2,266 Views
27 Pages

22 October 2023

Structural damage detection and safety evaluations have emerged as a core driving force in structural health monitoring (SHM). Focusing on the multi-source monitoring data in sensing systems and the uncertainty caused by initial defects and monitorin...

  • Article
  • Open Access
2 Citations
2,753 Views
16 Pages

Full-Perception Robotic Surgery Environment with Anti-Occlusion Global–Local Joint Positioning

  • Hongpeng Wang,
  • Tianzuo Liu,
  • Jianren Chen,
  • Chongshan Fan,
  • Yanding Qin and
  • Jianda Han

22 October 2023

The robotic surgery environment represents a typical scenario of human–robot cooperation. In such a scenario, individuals, robots, and medical devices move relative to each other, leading to unforeseen mutual occlusion. Traditional methods use...

  • Article
  • Open Access
22 Citations
11,680 Views
21 Pages

22 October 2023

Heart rate variability (HRV) serves as a significant physiological measure that mirrors the regulatory capacity of the cardiac autonomic nervous system. It not only indicates the extent of the autonomic nervous system’s influence on heart funct...

  • Article
  • Open Access
3 Citations
2,689 Views
19 Pages

22 October 2023

The lack of labeled training samples restricts the improvement of Hyperspectral Remote Sensing Image (HRSI) classification accuracy based on deep learning methods. In order to improve the HRSI classification accuracy when there are few training sampl...

  • Article
  • Open Access
7 Citations
3,144 Views
15 Pages

Optical Multimode Fiber-Based Pipe Leakage Sensor Using Speckle Pattern Analysis

  • Jonathan Philosof,
  • Yevgeny Beiderman,
  • Sergey Agdarov,
  • Yafim Beiderman and
  • Zeev Zalevsky

22 October 2023

Water is an invaluable resource quickly becoming scarce in many parts of the world. Therefore, the importance of efficiency in water supply and distribution has greatly increased. Some of the main tools for limiting losses in supply and distribution...

  • Article
  • Open Access
1 Citations
3,035 Views
17 Pages

Loop Closure Detection Method Based on Similarity Differences between Image Blocks

  • Yizhe Huang,
  • Bin Huang,
  • Zhifu Zhang,
  • Yuanyuan Shi,
  • Yizhao Yuan and
  • Jinfeng Sun

22 October 2023

Variations with respect to perspective, lighting, weather, and interference from dynamic objects may all have an impact on the accuracy of the entire system during autonomous positioning and during the navigation of mobile visual simultaneous localiz...

  • Article
  • Open Access
7 Citations
2,809 Views
19 Pages

FilterformerPose: Satellite Pose Estimation Using Filterformer

  • Ruida Ye,
  • Lifen Wang,
  • Yuan Ren,
  • Yujing Wang,
  • Xiaocen Chen and
  • Yufei Liu

22 October 2023

Satellite pose estimation plays a crucial role within the aerospace field, impacting satellite positioning, navigation, control, orbit design, on-orbit maintenance (OOM), and collision avoidance. However, the accuracy of vision-based pose estimation...

  • Article
  • Open Access
1,760 Views
22 Pages

22 October 2023

This paper proposes an adaptive distributed hybrid control approach to investigate the output containment tracking problem of heterogeneous wide-area networks with intermittent communication. First, a clustered network is modeled for a wide-area scen...

  • Article
  • Open Access
4 Citations
2,376 Views
17 Pages

22 October 2023

The objective of vehicle search is to locate and identify vehicles in uncropped, real-world images, which is the combination of two tasks: vehicle detection and re-identification (Re-ID). As an emerging research topic, vehicle search plays a signific...

  • Article
  • Open Access
2 Citations
2,431 Views
16 Pages

22 October 2023

Accurate robot localization and mapping can be improved through the adoption of globally optimal registration methods, like the Angular Radon Spectrum (ARS). In this paper, we present Cud-ARS, an efficient variant of the ARS algorithm for 2D registra...

  • Article
  • Open Access
13 Citations
2,215 Views
17 Pages

Adaptive VMD–K-SVD-Based Rolling Bearing Fault Signal Enhancement Study

  • Meijiao Mao,
  • Kaixin Zeng,
  • Zhifei Tan,
  • Zhi Zeng,
  • Zihua Hu,
  • Xiaogao Chen and
  • Changjiang Qin

22 October 2023

To address the challenges associated with nonlinearity, non-stationarity, susceptibility to redundant noise interference, and the difficulty in extracting fault feature signals from rolling bearing signals, this study introduces a novel combined appr...

  • Article
  • Open Access
3 Citations
3,322 Views
14 Pages

GaitSG: Gait Recognition with SMPLs in Graph Structure

  • Jiayi Yan,
  • Shaohui Wang,
  • Jing Lin,
  • Peihao Li,
  • Ruxin Zhang and
  • Haoqian Wang

22 October 2023

Gait recognition aims to identify a person based on his unique walking pattern. Compared with silhouettes and skeletons, skinned multi-person linear (SMPL) models can simultaneously provide human pose and shape information and are robust to viewpoint...

  • Article
  • Open Access
6 Citations
2,623 Views
14 Pages

High Isolation, Double-Clamped, Magnetoelectric Microelectromechanical Resonator Magnetometer

  • Thomas Mion,
  • Michael J. D’Agati,
  • Sydney Sofronici,
  • Konrad Bussmann,
  • Margo Staruch,
  • Jason L. Kost,
  • Kevin Co,
  • Roy H. Olsson and
  • Peter Finkel

21 October 2023

Magnetoelectric (ME)-based magnetometers have garnered much attention as they boast ultra-low-power systems with a small form factor and limit of detection in the tens of picotesla. The highly sensitive and low-power electric readout from the ME sens...

  • Article
  • Open Access
16 Citations
3,389 Views
18 Pages

21 October 2023

Unmanned Aerial Vehicle (UAV) thermal imagery is rapidly becoming an essential tool in precision agriculture. Its ability to enable widespread crop status assessment is increasingly critical, given escalating water demands and limited resources, whic...

  • Article
  • Open Access
5 Citations
4,527 Views
15 Pages

21 October 2023

The aim of this study was to determine the muscle activations of the dominant arm during the forehand stroke of wheelchair tennis. Five players participated in the present study (age: 32.6 ± 9.9 years; body mass: 63.8 ± 3.12 kg; height:...

  • Article
  • Open Access
1 Citations
2,103 Views
22 Pages

Investigation of Material Loading on an Evolved Antecedent Hexagonal CSRR-Loaded Electrically Small Antenna

  • Jake Peng Sean Ng,
  • Yee Loon Sum,
  • Boon Hee Soong and
  • Paulo J. M. Monteiro

21 October 2023

Recent advances in embedded antenna and sensor technologies for 5G communications have galvanized a response toward the investigation of their electromagnetic performance for urban contexts and civil engineering applications. This article quantitativ...

  • Article
  • Open Access
2 Citations
3,583 Views
16 Pages

A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging

  • Yiwei Mao,
  • Christopher H. Betters,
  • Samuel Garske,
  • Jeremy Randle,
  • K. C. Wong,
  • Iver H. Cairns and
  • Bradley J. Evans

21 October 2023

Hyperspectral imagers, or imaging spectrometers, are used in many remote sensing environmental studies in fields such as agriculture, forestry, geology, and hydrology. In recent years, compact hyperspectral imagers were developed using commercial-off...

  • Article
  • Open Access
7 Citations
3,384 Views
14 Pages

Accelerometric Classification of Resting and Postural Tremor Amplitude

  • Christina van der Linden,
  • Thea Berger,
  • Gregor A. Brandt,
  • Joshua N. Strelow,
  • Hannah Jergas,
  • Juan Carlos Baldermann,
  • Veerle Visser-Vandewalle,
  • Gereon R. Fink,
  • Michael T. Barbe and
  • Till A. Dembek
  • + 1 author

21 October 2023

Clinical rating scales for tremors have significant limitations due to low resolution, high rater dependency, and lack of applicability in outpatient settings. Reliable, quantitative approaches for assessing tremor severity are warranted, especially...

  • Article
  • Open Access
8 Citations
2,556 Views
29 Pages

A Rolling Bearing Fault Feature Extraction Algorithm Based on IPOA-VMD and MOMEDA

  • Kang Yi,
  • Changxin Cai,
  • Wentao Tang,
  • Xin Dai,
  • Fulin Wang and
  • Fangqing Wen

21 October 2023

Since the rolling bearing fault signal captured by a vibration sensor contains a large amount of background noise, fault features cannot be accurately extracted. To address this problem, a rolling bearing fault feature extraction algorithm based on i...

  • Article
  • Open Access
19 Citations
5,117 Views
15 Pages

Diffusion Model for DAS-VSP Data Denoising

  • Donglin Zhu,
  • Lei Fu,
  • Vladimir Kazei and
  • Weichang Li

21 October 2023

Distributed acoustic sensing (DAS) has emerged as a transformational technology for seismic data acquisition. However, noise remains a major impediment, necessitating advanced denoising techniques. This study pioneers the application of diffusion mod...

  • Article
  • Open Access
2 Citations
2,529 Views
19 Pages

A Monoblock Light-Scattering Milk Fat Percentage and Somatic Cell Count Sensor for Use in Milking Systems

  • Alexey V. Shkirin,
  • Maxim E. Astashev,
  • Dmitry N. Ignatenko,
  • Nikolai V. Suyazov,
  • Sergey N. Chirikov,
  • Vladimir V. Kirsanov,
  • Dmitriy Y. Pavkin,
  • Yakov P. Lobachevsky and
  • Sergey V. Gudkov

21 October 2023

A monoblock light-scattering sensor, which is capable of measuring the fat content of milk and indicating the excess by which the somatic cell count (SCC) is over the permissible level, has been developed for installation in dairy systems. In order f...

  • Article
  • Open Access
4 Citations
2,218 Views
33 Pages

21 October 2023

Different techniques are used to analyze annular flow, but the more interesting ones are those techniques that do not perturb the flow and provide enough resolution to clearly distinguish the interfacial phenomena that take place at the interface, es...

  • Article
  • Open Access
1 Citations
2,673 Views
14 Pages

21 October 2023

Timely and accurate flame detection is a very important and practical technology for preventing the occurrence of fire accidents effectively. However, the current methods of flame detection are still faced with many challenges in video surveillance s...

  • Review
  • Open Access
9 Citations
4,802 Views
19 Pages

A Scoping Review of the Validity and Reliability of Smartphone Accelerometers When Collecting Kinematic Gait Data

  • Clare Strongman,
  • Francesca Cavallerio,
  • Matthew A. Timmis and
  • Andrew Morrison

20 October 2023

The aim of this scoping review is to evaluate and summarize the existing literature that considers the validity and/or reliability of smartphone accelerometer applications when compared to ‘gold standard’ kinematic data collection (for ex...

  • Communication
  • Open Access
1 Citations
2,523 Views
13 Pages

A Phase-Sensitive Optical Time Domain Reflectometry with Non-Uniform Frequency Multiplexed NLFM Pulse

  • Zhengyang Li,
  • Yangan Zhang,
  • Xueguang Yuan,
  • Zhenyu Xiao,
  • Yuan Zhang and
  • Yongqing Huang

20 October 2023

In the domain of optical fiber distributed acoustic sensing, the persistent challenge of extending sensing distances while concurrently improving spatial resolution and frequency response range has been a complex endeavor. The amalgamation of pulse c...

  • Article
  • Open Access
6 Citations
2,866 Views
24 Pages

20 October 2023

Deep learning (DL) models in breast ultrasound (BUS) image analysis face challenges with data imbalance and limited atypical tumor samples. Generative Adversarial Networks (GAN) address these challenges by providing efficient data augmentation for sm...

  • Article
  • Open Access
75 Citations
13,964 Views
21 Pages

20 October 2023

With the increased use of automated systems, the Internet of Things (IoT), and sensors for real-time water quality monitoring, there is a greater requirement for the timely detection of unexpected values. Technical faults can introduce anomalies, and...

  • Article
  • Open Access
7 Citations
2,526 Views
24 Pages

20 October 2023

The impact acoustic emission (AE) of plate structures is a transient stress wave generated by local materials under impact force that contains the state information of the impacted area. If the impact causes damage, the AE from material damage will b...

  • Article
  • Open Access
21 Citations
4,078 Views
20 Pages

Entropy-Based Machine Learning Model for Fast Diagnosis and Monitoring of Parkinson’s Disease

  • Maksim Belyaev,
  • Murugappan Murugappan,
  • Andrei Velichko and
  • Dmitry Korzun

20 October 2023

This study presents the concept of a computationally efficient machine learning (ML) model for diagnosing and monitoring Parkinson’s disease (PD) using rest-state EEG signals (rs-EEG) from 20 PD subjects and 20 normal control (NC) subjects at a...

  • Article
  • Open Access
4 Citations
2,090 Views
19 Pages

Scene Uyghur Recognition Based on Visual Prediction Enhancement

  • Yaqi Liu,
  • Fanjie Kong,
  • Miaomiao Xu,
  • Wushour Silamu and
  • Yanbing Li

20 October 2023

Aiming at the problems of Uyghur oblique deformation, character adhesion and character similarity in scene images, this paper proposes a scene Uyghur recognition model with enhanced visual prediction. First, the content-aware correction network TPS++...

  • Article
  • Open Access
15 Citations
3,531 Views
18 Pages

An Infrared Small Target Detection Method Based on Attention Mechanism

  • Xiaotian Wang,
  • Ruitao Lu,
  • Haixia Bi and
  • Yuhai Li

20 October 2023

The human visual attention system plays an important role in infrared target recognition because it can quickly and accurately recognize infrared small targets and has good scene adaptability. This paper proposes an infrared small target detection me...

  • Article
  • Open Access
6 Citations
2,337 Views
21 Pages

Unidirectional Electron-Tunnelling Flexible PDMS Strain Sensor with Aligned Carbon Nanotubes

  • Tim Mike de Rijk,
  • Sascha Schewzow,
  • Andreas Schander and
  • Walter Lang

20 October 2023

High-aspect-ratio carbon nanotubes can be directly mixed into polymers to create piezoresistive polymers. Reducing the cross-sensitivity and creating unidirectional sensitive sensors can be achieved by aligning the nanotubes before they are cured in...

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Sensors - ISSN 1424-8220