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Sensors, Volume 21, Issue 6

2021 March-2 - 328 articles

Cover Story: Ionospheric models calculated by GNSS observations provide a powerful method to study spatial and temporal ionospheric TEC variations, as well as monitor ionospheric disturbances before earthquakes. Our observation and analysis of TEC variations and disturbances over Japan showed that GNSS observing seems to be very effective in finding ionospheric characteristics and forecasting natural disasters. View this paper.
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Articles (328)

  • Article
  • Open Access
15 Citations
9,414 Views
17 Pages

Characterization of Pelvic Floor Activity in Healthy Subjects and with Chronic Pelvic Pain: Diagnostic Potential of Surface Electromyography

  • Monica Albaladejo-Belmonte,
  • Marta Tarazona-Motes,
  • Francisco J. Nohales-Alfonso,
  • Maria De-Arriba,
  • Jose Alberola-Rubio and
  • Javier Garcia-Casado

23 March 2021

Chronic pelvic pain (CPP) is a highly disabling disorder in women usually associated with hypertonic dysfunction of the pelvic floor musculature (PFM). The literature on the subject is not conclusive about the diagnostic potential of surface electrom...

  • Article
  • Open Access
14 Citations
6,104 Views
20 Pages

A Deep Learning Framework for Recognizing Both Static and Dynamic Gestures

  • Osama Mazhar,
  • Sofiane Ramdani and
  • Andrea Cherubini

23 March 2021

Intuitive user interfaces are indispensable to interact with the human centric smart environments. In this paper, we propose a unified framework that recognizes both static and dynamic gestures, using simple RGB vision (without depth sensing). This f...

  • Article
  • Open Access
78 Citations
12,635 Views
22 Pages

Wind Turbine Main Bearing Fault Prognosis Based Solely on SCADA Data

  • Ángel Encalada-Dávila,
  • Bryan Puruncajas,
  • Christian Tutivén and
  • Yolanda Vidal

23 March 2021

As stated by the European Academy of Wind Energy (EAWE), the wind industry has identified main bearing failures as a critical issue in terms of increasing wind turbine reliability and availability. This is owing to major repairs with high replacement...

  • Article
  • Open Access
17 Citations
10,713 Views
22 Pages

23 March 2021

Averting today’s loss of biodiversity and ecosystem services can be achieved through conservation efforts, especially of keystone species. Giraffes (Giraffa camelopardalis) play an important role in sustaining Africa’s ecosystems, but are ‘vulnerable...

  • Communication
  • Open Access
15 Citations
7,493 Views
13 Pages

A Miniature Bio-Photonics Companion Diagnostics Platform for Reliable Cancer Treatment Monitoring in Blood Fluids

  • Marianneza Chatzipetrou,
  • Lefteris Gounaridis,
  • George Tsekenis,
  • Maria Dimadi,
  • Rachel Vestering-Stenger,
  • Erik F. Schreuder,
  • Anke Trilling,
  • Geert Besselink,
  • Luc Scheres and
  • Ioanna Zergioti
  • + 12 authors

23 March 2021

In this paper, we present the development of a photonic biosensor device for cancer treatment monitoring as a complementary diagnostics tool. The proposed device combines multidisciplinary concepts from the photonic, nano-biochemical, micro-fluidic a...

  • Article
  • Open Access
47 Citations
10,374 Views
23 Pages

A Smart and Secure Logistics System Based on IoT and Cloud Technologies

  • Ilaria Sergi,
  • Teodoro Montanaro,
  • Fabrizio Luca Benvenuto and
  • Luigi Patrono

23 March 2021

Recently, one of the hottest topics in the logistics sector has been the traceability of goods and the monitoring of their condition during transportation. Perishable goods, such as fresh goods, have specifically attracted attention of the researcher...

  • Article
  • Open Access
5 Citations
5,241 Views
24 Pages

Fast 3D Rotation Estimation of Fruits Using Spheroid Models

  • Antonio Albiol,
  • Alberto Albiol and
  • Carlos Sánchez de Merás

23 March 2021

Automated fruit inspection using cameras involves the analysis of a collection of views of the same fruit obtained by rotating a fruit while it is transported. Conventionally, each view is analyzed independently. However, in order to get a global sco...

  • Article
  • Open Access
7 Citations
4,629 Views
18 Pages

23 March 2021

Unscented particle filter (UPF) struggles to completely cover the target state space when handling the maneuvering target tracing problem, and the tracking performance can be affected by the low sample diversity and algorithm redundancy. In order to...

  • Communication
  • Open Access
3 Citations
3,272 Views
14 Pages

The Experimental Registration of the Evanescent Acoustic Wave in YX LiNbO3 Plate

  • Andrey Smirnov,
  • Boris Zaitsev,
  • Andrey Teplykh,
  • Ilya Nedospasov,
  • Egor Golovanov,
  • Zheng-hua Qian,
  • Bin Wang and
  • Iren Kuznetsova

23 March 2021

Evanescent acoustic waves are characterized by purely imaginary or complex wavenumbers. Earlier, in 2019 by using a three dimensional (3D) finite element method (FEM) the possibility of the excitation and registration of such waves in the piezoelectr...

  • Article
  • Open Access
13 Citations
6,797 Views
15 Pages

Camera-Based Monitoring of Neck Movements for Cervical Rehabilitation Mobile Applications

  • Iosune Salinas-Bueno,
  • Maria Francesca Roig-Maimó,
  • Pau Martínez-Bueso,
  • Katia San-Sebastián-Fernández,
  • Javier Varona and
  • Ramon Mas-Sansó

23 March 2021

Vision-based interfaces are used for monitoring human motion. In particular, camera-based head-trackers interpret the movement of the user’s head for interacting with devices. Neck pain is one of the most important musculoskeletal conditions in preva...

  • Article
  • Open Access
21 Citations
4,845 Views
25 Pages

IoT Data Qualification for a Logistic Chain Traceability Smart Contract

  • Mohamed Ahmed,
  • Chantal Taconet,
  • Mohamed Ould,
  • Sophie Chabridon and
  • Amel Bouzeghoub

23 March 2021

In the logistic chain domain, the traceability of shipments in their entire delivery process from the shipper to the consignee involves many stakeholders. From the traceability data, contractual decisions may be taken such as incident detection, vali...

  • Article
  • Open Access
8 Citations
6,366 Views
16 Pages

Autonomous Learning of New Environments with a Robotic Team Employing Hyper-Spectral Remote Sensing, Comprehensive In-Situ Sensing and Machine Learning

  • David J. Lary,
  • David Schaefer,
  • John Waczak,
  • Adam Aker,
  • Aaron Barbosa,
  • Lakitha O. H. Wijeratne,
  • Shawhin Talebi,
  • Bharana Fernando,
  • John Sadler and
  • Matthew D. Lary
  • + 1 author

23 March 2021

This paper describes and demonstrates an autonomous robotic team that can rapidly learn the characteristics of environments that it has never seen before. The flexible paradigm is easily scalable to multi-robot, multi-sensor autonomous teams, and it...

  • Editorial
  • Open Access
8 Citations
3,515 Views
8 Pages

Intelligent Transportation Related Complex Systems and Sensors

  • Kyandoghere Kyamakya,
  • Jean Chamberlain Chedjou,
  • Fadi Al-Machot,
  • Ahmad Haj Mosa and
  • Antoine Bagula

23 March 2021

Building around innovative services related to different modes of transport and traffic management, intelligent transport systems (ITSs) are being widely adopted worldwide to improve the efficiency and safety of the transportation system [...]

  • Article
  • Open Access
101 Citations
13,411 Views
18 Pages

ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays

  • Sebastian Kapp,
  • Michael Barz,
  • Sergey Mukhametov,
  • Daniel Sonntag and
  • Jochen Kuhn

23 March 2021

Currently an increasing number of head mounted displays (HMD) for virtual and augmented reality (VR/AR) are equipped with integrated eye trackers. Use cases of these integrated eye trackers include rendering optimization and gaze-based user interacti...

  • Article
  • Open Access
11 Citations
4,772 Views
25 Pages

A UAV Maneuver Decision-Making Algorithm for Autonomous Airdrop Based on Deep Reinforcement Learning

  • Ke Li,
  • Kun Zhang,
  • Zhenchong Zhang,
  • Zekun Liu,
  • Shuai Hua and
  • Jianliang He

23 March 2021

How to operate an unmanned aerial vehicle (UAV) safely and efficiently in an interactive environment is challenging. A large amount of research has been devoted to improve the intelligence of a UAV while performing a mission, where finding an optimal...

  • Article
  • Open Access
9 Citations
6,877 Views
18 Pages

Energy-Efficient Ultrasonic Water Level Detection System with Dual-Target Monitoring

  • Sanggoo Kang,
  • Dafnik Saril Kumar David,
  • Muil Yang,
  • Yin Chao Yu and
  • Suyun Ham

23 March 2021

This study presents a developed ultrasonic water level detection (UWLD) system with an energy-efficient design and dual-target monitoring. The water level monitoring system with a non-contact sensor is one of the suitable methods since it is not dire...

  • Article
  • Open Access
21 Citations
7,180 Views
19 Pages

Keystroke Dynamics-Based Authentication Using Unique Keypad

  • Maro Choi,
  • Shincheol Lee,
  • Minjae Jo and
  • Ji Sun Shin

23 March 2021

Authentication methods using personal identification number (PIN) and unlock patterns are widely used in smartphone user authentication. However, these authentication methods are vulnerable to shoulder-surfing attacks, and PIN authentication, in part...

  • Communication
  • Open Access
31 Citations
3,660 Views
16 Pages

23 March 2021

This study proposes a novel resonance demodulation frequency band selection method named the initial center frequency-guided filter (ICFGF) to diagnose the bearing fault. The proposed technology has a better performance on resisting the interference...

  • Article
  • Open Access
53 Citations
7,185 Views
14 Pages

Early Detection of Freezing of Gait during Walking Using Inertial Measurement Unit and Plantar Pressure Distribution Data

  • Scott Pardoel,
  • Gaurav Shalin,
  • Julie Nantel,
  • Edward D. Lemaire and
  • Jonathan Kofman

23 March 2021

Freezing of gait (FOG) is a sudden and highly disruptive gait dysfunction that appears in mid to late-stage Parkinson’s disease (PD) and can lead to falling and injury. A system that predicts freezing before it occurs or detects freezing immediately...

  • Communication
  • Open Access
35 Citations
5,157 Views
14 Pages

23 March 2021

Safe path planning for obstacle avoidance in autonomous vehicles has been developed. Based on the Rapidly Exploring Random Trees (RRT) algorithm, an improved algorithm integrating path pruning, smoothing, and optimization with geometric collision det...

  • Article
  • Open Access
9 Citations
3,997 Views
18 Pages

Recovery of Distal Arm Movements in Spinal Cord Injured Patients with a Body-Machine Interface: A Proof-of-Concept Study

  • Camilla Pierella,
  • Elisa Galofaro,
  • Alice De Luca,
  • Luca Losio,
  • Simona Gamba,
  • Antonino Massone,
  • Ferdinando A. Mussa-Ivaldi and
  • Maura Casadio

23 March 2021

Background: The recovery of upper limb mobility and functions is essential for people with cervical spinal cord injuries (cSCI) to maximize independence in daily activities and ensure a successful return to normality. The rehabilitative path should i...

  • Article
  • Open Access
24 Citations
6,256 Views
18 Pages

Advantages of IoT-Based Geotechnical Monitoring Systems Integrating Automatic Procedures for Data Acquisition and Elaboration

  • Andrea Carri,
  • Alessandro Valletta,
  • Edoardo Cavalca,
  • Roberto Savi and
  • Andrea Segalini

23 March 2021

Monitoring instrumentation plays a major role in the study of natural phenomena and analysis for risk prevention purposes, especially when facing the management of critical events. Within the geotechnical field, data collection has traditionally been...

  • Article
  • Open Access
12 Citations
4,194 Views
18 Pages

23 March 2021

Facial expression recognition (FER) is a challenging problem due to the intra-class variation caused by subject identities. In this paper, a self-difference convolutional network (SD-CNN) is proposed to address the intra-class variation issue in FER....

  • Article
  • Open Access
8 Citations
4,463 Views
14 Pages

23 March 2021

In this study, we measured the in situ international roughness index (IRI) for first-degree roads spanning more than 1300 km in East Azerbaijan Province, Iran, using a quarter car (QC). Since road quality mapping with in situ measurements is a costly...

  • Article
  • Open Access
16 Citations
4,609 Views
18 Pages

Evidence of Negative Capacitance and Capacitance Modulation by Light and Mechanical Stimuli in Pt/ZnO/Pt Schottky Junctions

  • Raoul Joly,
  • Stéphanie Girod,
  • Noureddine Adjeroud,
  • Patrick Grysan and
  • Jérôme Polesel-Maris

23 March 2021

We report on the evidence of negative capacitance values in a system consisting of metal-semiconductor-metal (MSM) structures, with Schottky junctions made of zinc oxide thin films deposited by Atomic Layer Deposition (ALD) on top of platinum interdi...

  • Article
  • Open Access
5 Citations
3,715 Views
37 Pages

23 March 2021

The communication channel in underwater acoustic sensor networks (UASNs) is time-varying due to the dynamic environmental factors, such as ocean current, wind speed, and temperature profile. Generally, these phenomena occur with a certain regularity,...

  • Article
  • Open Access
30 Citations
17,571 Views
21 Pages

A Feasibility Study of the Use of Smartwatches in Wearable Fall Detection Systems

  • Francisco Javier González-Cañete and
  • Eduardo Casilari

23 March 2021

Over the last few years, the use of smartwatches in automatic Fall Detection Systems (FDSs) has aroused great interest in the research of new wearable telemonitoring systems for the elderly. In contrast with other approaches to the problem of fall de...

  • Article
  • Open Access
3 Citations
3,575 Views
22 Pages

23 March 2021

The irrigation of green areas in cities should be managed appropriately to ensure its sustainability. In large cities, not all green areas might be monitored simultaneously, and the data acquisition time can skew the gathered value. Our purpose is to...

  • Article
  • Open Access
4 Citations
3,533 Views
22 Pages

23 March 2021

It is still a challenging task to automatically measure plants. A novel method for automatic plant measurement based on a hand-held three-dimensional (3D) laser scanner is proposed. The objective of this method is to automatically select typical leaf...

  • Article
  • Open Access
4 Citations
2,832 Views
17 Pages

A Novel Method for the Complex Tube System Reconstruction and Measurement

  • Xiang Guo,
  • Xin Su,
  • Yingtao Yuan,
  • Tao Suo and
  • Yan Liu

22 March 2021

Pipe structures are at the base of the entire industry. In the industry structure, heat and vibration are transmitted in each pipe. The minimum distance between each pipe is significant to the security. The assembly error and the deformation of the p...

  • Article
  • Open Access
57 Citations
6,038 Views
17 Pages

22 March 2021

Unmanned Aerial Vehicles are expected to create enormous benefits to society, but there are safety concerns in recognizing faults at the vehicle’s control component. Prior studies proposed various fault detection approaches leveraging heuristics-base...

  • Article
  • Open Access
5 Citations
3,210 Views
13 Pages

22 March 2021

The aim of the study was to determine the correlation between the mechanical resistance of iris seed capsules and seeds to Mononychus punctumalbum foraging. The principal component analysis (PCA) demonstrated that the first main component referred to...

  • Article
  • Open Access
9 Citations
4,778 Views
16 Pages

Analysis of the Ordinary and Extraordinary Ionospheric Modes for NVIS Digital Communications Channels

  • Jordi Male,
  • Joaquim Porte,
  • Tomas Gonzalez,
  • Josep M. Maso,
  • Joan L. Pijoan and
  • David Badia

22 March 2021

Sensor networks have become more popular in recent years, now featuring plenty of options and capabilities. Notwithstanding this, remote locations present many difficulties for their study and monitoring. High-frequency (HF) communications are presen...

  • Article
  • Open Access
51 Citations
9,678 Views
25 Pages

22 March 2021

This paper presents a new architecture that integrates Internet of Things (IoT) devices, service robots, and users in a smart assistive environment. A new intuitive and multimodal interaction system supporting people with disabilities and bedbound pa...

  • Article
  • Open Access
30 Citations
7,757 Views
16 Pages

Detecting Bacterial Biofilms Using Fluorescence Hyperspectral Imaging and Various Discriminant Analyses

  • Ahyeong Lee,
  • Saetbyeol Park,
  • Jinyoung Yoo,
  • Jungsook Kang,
  • Jongguk Lim,
  • Youngwook Seo,
  • Balgeum Kim and
  • Giyoung Kim

22 March 2021

Biofilms formed on the surface of agro-food processing facilities can cause food poisoning by providing an environment in which bacteria can be cultured. Therefore, hygiene management through initial detection is important. This study aimed to assess...

  • Article
  • Open Access
31 Citations
5,452 Views
19 Pages

Imbalanced Loss-Integrated Deep-Learning-Based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear

  • Kyungsu Lee,
  • Jun Young Kim,
  • Moon Hwan Lee,
  • Chang-Hyuk Choi and
  • Jae Youn Hwang

22 March 2021

A rotator cuff tear (RCT) is an injury in adults that causes difficulty in moving, weakness, and pain. Only limited diagnostic tools such as magnetic resonance imaging (MRI) and ultrasound Imaging (UI) systems can be utilized for an RCT diagnosis. Al...

  • Article
  • Open Access
8 Citations
3,676 Views
17 Pages

Experimental Method for the Measurements and Numerical Investigations of Force Generated on the Rotating Cylinder under Water Flow

  • Teresa Abramowicz-Gerigk,
  • Zbigniew Burciu,
  • Jacek Jachowski,
  • Oskar Kreft,
  • Dawid Majewski,
  • Barbara Stachurska,
  • Wojciech Sulisz and
  • Piotr Szmytkiewicz

22 March 2021

The paper presents the experimental test setup and measurement method of hydrodynamic force generated on the rotating cylinder (rotor) under uniform flow including the free surface effect. The experimental test setup was a unique construction install...

  • Article
  • Open Access
73 Citations
7,591 Views
22 Pages

A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images

  • Athanasios Voulodimos,
  • Eftychios Protopapadakis,
  • Iason Katsamenis,
  • Anastasios Doulamis and
  • Nikolaos Doulamis

22 March 2021

Recent studies indicate that detecting radiographic patterns on CT chest scans can yield high sensitivity and specificity for COVID-19 identification. In this paper, we scrutinize the effectiveness of deep learning models for semantic segmentation of...

  • Article
  • Open Access
20 Citations
5,021 Views
22 Pages

Proposals and Comparisons from One-Sensor EEG and EOG Human-Machine Interfaces

  • Francisco Laport,
  • Daniel Iglesia,
  • Adriana Dapena,
  • Paula M. Castro and
  • Francisco J. Vazquez-Araujo

22 March 2021

Human-Machine Interfaces (HMI) allow users to interact with different devices such as computers or home elements. A key part in HMI is the design of simple non-invasive interfaces to capture the signals associated with the user’s intentions. In this...

  • Article
  • Open Access
28 Citations
6,873 Views
15 Pages

Virtual Reality Customized 360-Degree Experiences for Stress Relief

  • Miguel A. Vaquero-Blasco,
  • Eduardo Perez-Valero,
  • Christian Morillas and
  • Miguel A. Lopez-Gordo

22 March 2021

The latest studies in virtual reality (VR) have evidenced the potential of this technology to reproduce environments from multiple domains in an immersive way. For instance, in stress relief research, VR has been presented as a portable and inexpensi...

  • Article
  • Open Access
4 Citations
3,367 Views
17 Pages

22 March 2021

This paper proposes an action recognition algorithm based on the capsule network and Kalman filter called “Reading Pictures Instead of Looking” (RPIL). This method resolves the convolutional neural network’s over sensitivity to rotation and scaling a...

  • Article
  • Open Access
17 Citations
5,670 Views
25 Pages

Induced Magnetic Field-Based Indoor Positioning System for Underwater Environments

  • Sizhen Bian,
  • Peter Hevesi,
  • Leif Christensen and
  • Paul Lukowicz

22 March 2021

Autonomous underwater vehicles (AUV) are seen as an emerging technology for maritime exploration but are still restricted by the availability of short range, accurate positioning methods necessary, e.g., when docking remote assets. Typical techniques...

  • Article
  • Open Access
11 Citations
3,077 Views
17 Pages

22 March 2021

Aiming at the problem of low operating efficiency due to the poor endurance of plant protection rotor drones and the small volume of pesticide carried, this paper proposes a route-planning algorithm for convex polygon regions based on the initial hea...

  • Article
  • Open Access
520 Citations
28,156 Views
21 Pages

22 March 2021

Brain tumor classification plays an important role in clinical diagnosis and effective treatment. In this work, we propose a method for brain tumor classification using an ensemble of deep features and machine learning classifiers. In our proposed fr...

  • Article
  • Open Access
76 Citations
6,151 Views
21 Pages

Towards Precise Interpretation of Oil Transformers via Novel Combined Techniques Based on DGA and Partial Discharge Sensors

  • Sayed A. Ward,
  • Adel El-Faraskoury,
  • Mohamed Badawi,
  • Shimaa A. Ibrahim,
  • Karar Mahmoud,
  • Matti Lehtonen and
  • Mohamed M. F. Darwish

22 March 2021

Power transformers are considered important and expensive items in electrical power networks. In this regard, the early discovery of potential faults in transformers considering datasets collected from diverse sensors can guarantee the continuous ope...

  • Article
  • Open Access
12 Citations
4,991 Views
16 Pages

SSVM: An Ultra-Low-Power Strain Sensing and Visualization Module for Long-Term Structural Health Monitoring

  • Suleman Khan,
  • Jongbin Won,
  • Junsik Shin,
  • Junyoung Park,
  • Jong-Woong Park,
  • Seung-Eock Kim,
  • Yun Jang and
  • Dong Joo Kim

22 March 2021

Structural health monitoring (SHM) is crucial for quantitative behavioral analysis of structural members such as fatigue, buckling, and crack propagation identification. However, formerly developed approaches cannot be implemented effectively for lon...

  • Article
  • Open Access
30 Citations
3,175 Views
13 Pages

21 March 2021

In this paper, the authors present the flow velocity measurement based on twin plane sensor electrical capacitance tomography and the cross-correlation method. It is shown that such a technique has a significant restriction for its use, particularly...

  • Article
  • Open Access
3 Citations
4,225 Views
19 Pages

A Novel Coupled Reaction-Diffusion System for Explainable Gene Expression Profiling

  • Muhamed Wael Farouq,
  • Wadii Boulila,
  • Zain Hussain,
  • Asrar Rashid,
  • Moiz Shah,
  • Sajid Hussain,
  • Nathan Ng,
  • Dominic Ng,
  • Haris Hanif and
  • Amir Hussain
  • + 2 authors

21 March 2021

Machine learning (ML)-based algorithms are playing an important role in cancer diagnosis and are increasingly being used to aid clinical decision-making. However, these commonly operate as ‘black boxes’ and it is unclear how decisions are derived. Re...

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Sensors - ISSN 1424-8220