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Sensors, Volume 20, Issue 15

2020 August-1 - 290 articles

Cover Story: The adoption of Internet of Things (IoT) technologies in scenarios such as agriculture, coast preservation or connectivity survival against disasters involves the deployment of IoT devices in remote areas. The uneven relief of this zone makes it difficult to provide uniform coverage even using low-power wide area network (LPWAN) solutions, such as LoRa, due to the blockage of communication paths. In this work, we aim at mounting LPWAN gateways in drones in order to generate airborne network segments providing enhanced connectivity to sensor nodes wherever needed. The presented architecture takes advantage of multi-access edge computing (MEC) technologies to enable data preprocessing by virtualizing network functions on-board. Results showed notable coverage improvements by employing drone-mounted LoRa gateways when compared to traditional fixed LoRa infrastructure. View this paper
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Articles (290)

  • Article
  • Open Access
8 Citations
4,613 Views
30 Pages

4 August 2020

Carrying out the task of the exploration of a scene by an autonomous robot entails a set of complex skills, such as the ability to create and update a representation of the scene, the knowledge of the regions of the scene which are yet unexplored, th...

  • Article
  • Open Access
43 Citations
9,224 Views
20 Pages

Iterative Learning Control for a Soft Exoskeleton with Hip and Knee Joint Assistance

  • Chunjie Chen,
  • Yu Zhang,
  • Yanjie Li,
  • Zhuo Wang,
  • Yida Liu,
  • Wujing Cao and
  • Xinyu Wu

4 August 2020

Walking on different terrains leads to different biomechanics, which motivates the development of exoskeletons for assisting on walking according to the type of a terrain. The design of a lightweight soft exoskeleton that simultaneously assists multi...

  • Article
  • Open Access
11 Citations
4,865 Views
17 Pages

4 August 2020

The paper proposes a method of automatic detection of parameters of a distribution transformer (model, type, and power) from a distance, based on its low-frequency noise spectra. The spectra are registered by sensors and processed by a method based o...

  • Article
  • Open Access
2 Citations
3,098 Views
15 Pages

4 August 2020

To fulfill the increasing demand on low-latency content distribution, this paper considers content distribution using generation-based network coding with the belief propagation decoder. We propose a framework to design generation-based network codes...

  • Article
  • Open Access
54 Citations
7,635 Views
18 Pages

LoRaWAN Gateway Placement Model for Dynamic Internet of Things Scenarios

  • Nagib Matni,
  • Jean Moraes,
  • Helder Oliveira,
  • Denis Rosário and
  • Eduardo Cerqueira

4 August 2020

Extended Range Wide Area Network (LoRaWAN) has recently gained a lot of attention from the industrial and research community for dynamic Internet of Things (IoT) applications. IoT devices broadcast messages for neighbor gateways that deliver the mess...

  • Article
  • Open Access
16 Citations
5,365 Views
23 Pages

4 August 2020

Land surface temperature (LST) is a critical state variable of land surface energy equilibrium and a key indicator of environmental change such as climate change, urban heat island, and freezing-thawing hazard. The high spatial and temporal resolutio...

  • Article
  • Open Access
15 Citations
7,637 Views
25 Pages

10 MHz Thin-Film PZT-Based Flexible PMUT Array: Finite Element Design and Characterization

  • Jeong Nyeon Kim,
  • Tianning Liu,
  • Thomas N. Jackson,
  • Kyusun Choi,
  • Susan Trolier-McKinstry,
  • Richard L. Tutwiler and
  • Judith A. Todd

4 August 2020

Piezoelectric micromachined ultrasound transducers (PMUT) incorporating lead zirconate titanate PbZr0.52Ti0.48O3 (PZT) thin films were investigated for miniaturized high-frequency ultrasound systems. A recently developed process to remove a PMUT from...

  • Article
  • Open Access
15 Citations
6,459 Views
14 Pages

Wristbands Containing Accelerometers for Objective Arm Swing Analysis in Patients with Parkinson’s Disease

  • Domiciano Rincón,
  • Jaime Valderrama,
  • Maria Camila González,
  • Beatriz Muñoz,
  • Jorge Orozco,
  • Linda Montilla,
  • Yor Castaño and
  • Andrés Navarro

4 August 2020

In patients with Parkinson’s disease (PD), arm swing changes are common, even in the early stages, and these changes are usually evaluated subjectively by an expert. In this article, hypothesize that arm swing changes can be detected using a lo...

  • Article
  • Open Access
22 Citations
5,210 Views
21 Pages

Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation

  • Zhen Ye,
  • Jian Kang,
  • Jing Yao,
  • Wenping Song,
  • Sicong Liu,
  • Xin Luo,
  • Yusheng Xu and
  • Xiaohua Tong

4 August 2020

Automatic fine registration of multisensor images plays an essential role in many remote sensing applications. However, it is always a challenging task due to significant radiometric and textural differences. In this paper, an enhanced subpixel phase...

  • Letter
  • Open Access
10 Citations
4,291 Views
11 Pages

4 August 2020

Zn-Co-S ball-in-ball hollow sphere (BHS) was successfully prepared by solvothermal sulfurization method. An efficient strategy to synthesize Zn-Co-S BHS consisted of multilevel structures by controlling the ionic exchange reaction was applied to obta...

  • Article
  • Open Access
8 Citations
4,245 Views
19 Pages

4 August 2020

The Internet of Things (IoT) brings plenty of opportunities to enhance society’s activities, from improving a factory’s production chain to facilitating people’s household tasks. However, it has also brought new security breaches, c...

  • Article
  • Open Access
11 Citations
5,994 Views
19 Pages

4 August 2020

The proposed methodology for optimizing energy efficiency, based on good management of the aeration process through the implementation of an appropriate control strategy, achieved reductions of more than 40% in energy consumption at the San Pedro del...

  • Article
  • Open Access
31 Citations
5,934 Views
16 Pages

4 August 2020

Modern visual SLAM (vSLAM) algorithms take advantage of computer vision developments in image processing and in interest point detectors to create maps and trajectories from camera images. Different feature detectors and extractors have been evaluate...

  • Article
  • Open Access
32 Citations
4,607 Views
22 Pages

4 August 2020

The vibration signal induced by bearing local fault has strong nonstationary and nonlinear property, which indicates that the conventional methods are difficult to recognize bearing fault patterns effectively. Hence, to obtain an efficient diagnosis...

  • Article
  • Open Access
9 Citations
4,705 Views
15 Pages

4 August 2020

As an effective structural health monitoring (SHM) technology, the piezoelectric transducer (PZT) and guided wave-based monitoring methods have attracted growing interest in the space field. When facing the large-scale monitoring requirements of spac...

  • Letter
  • Open Access
5 Citations
7,164 Views
10 Pages

4 August 2020

This work presents the design for an antenna element that can be used in radio arrays for the monitoring and detecting of radio emissions from cosmic particles’ interactions in the atmosphere. For these applications, the pattern stability over freque...

  • Article
  • Open Access
10 Citations
6,551 Views
18 Pages

LdsConv: Learned Depthwise Separable Convolutions by Group Pruning

  • Wenxiang Lin,
  • Yan Ding,
  • Hua-Liang Wei,
  • Xinglin Pan and
  • Yutong Zhang

4 August 2020

Standard convolutional filters usually capture unnecessary overlap of features resulting in a waste of computational cost. In this paper, we aim to solve this problem by proposing a novel Learned Depthwise Separable Convolution (LdsConv) operation th...

  • Review
  • Open Access
27 Citations
7,449 Views
16 Pages

4 August 2020

Aging is associated with a progressive decline in health, resulting in increased medical care and costs. Mobile technology may facilitate health self-management, thus increasing the quality of care and reducing costs. Although the development of tech...

  • Letter
  • Open Access
3,194 Views
12 Pages

4 August 2020

We analyzed the influence of parameters of deep levels in the bulk and conditions on the surface on transient charge responses of semi-insulating samples (CdTe and GaAs). We studied the dependence on the applied bias step used for the experimental ev...

  • Article
  • Open Access
8 Citations
4,010 Views
18 Pages

4 August 2020

Lower-limb exoskeletons as walking assistive devices have been intensively investigated in recent decades. In these studies, intention detection and performance evaluation are important topics. In our previous studies, we proposed a disturbance obser...

  • Article
  • Open Access
8 Citations
7,516 Views
17 Pages

4 August 2020

The VRLA (valve-regulated lead-acid) battery is an important part of a direct current (DC) power system. In order to resolve issues of large volume, complicated wiring, and single function for a battery monitoring system at present, we propose to bui...

  • Article
  • Open Access
48 Citations
13,161 Views
13 Pages

Estimating Vertical Ground Reaction Force during Walking Using a Single Inertial Sensor

  • Xianta Jiang,
  • Christopher Napier,
  • Brett Hannigan,
  • Janice J. Eng and
  • Carlo Menon

4 August 2020

The vertical ground reaction force (vGRF) and its passive and active peaks are important gait parameters and of great relevance for musculoskeletal injury analysis and prevention, the detection of gait abnormities, and the evaluation of lower-extremi...

  • Article
  • Open Access
11 Citations
3,497 Views
17 Pages

3 August 2020

The DC-bias monitoring device of a transformer is easily affected by external noise interference, equipment aging, and communication failure, which makes it difficult to guarantee the validity of monitoring data and causes great problems for future d...

  • Article
  • Open Access
28 Citations
5,003 Views
14 Pages

3 August 2020

People with sleep apnea (SA) are at increased risk of having stroke and cardiovascular diseases. Polysomnography (PSG) is used to detect SA. This paper conducts feature selection from PSG signals and uses a support vector machine (SVM) to detect SA....

  • Letter
  • Open Access
76 Citations
8,895 Views
12 Pages

Machine Learning for Seed Quality Classification: An Advanced Approach Using Merger Data from FT-NIR Spectroscopy and X-ray Imaging

  • André Dantas de Medeiros,
  • Laércio Junio da Silva,
  • João Paulo Oliveira Ribeiro,
  • Kamylla Calzolari Ferreira,
  • Jorge Tadeu Fim Rosas,
  • Abraão Almeida Santos and
  • Clíssia Barboza da Silva

3 August 2020

Optical sensors combined with machine learning algorithms have led to significant advances in seed science. These advances have facilitated the development of robust approaches, providing decision-making support in the seed industry related to the ma...

  • Article
  • Open Access
11 Citations
3,873 Views
18 Pages

A Waveform Image Method for Discriminating Micro-Seismic Events and Blasts in Underground Mines

  • Hui Wei,
  • Weiwei Shu,
  • Longjun Dong,
  • Zhongying Huang and
  • Daoyuan Sun

3 August 2020

The discrimination of micro-seismic events (events) and blasts is significant for monitoring and analyzing micro-seismicity in underground mines. To eliminate the negative effects of conventional discrimination methods, a waveform image discriminant...

  • Article
  • Open Access
34 Citations
5,807 Views
32 Pages

Decentralized Mesh-Based Model Predictive Control for Swarms of UAVs

  • Salvatore Rosario Bassolillo,
  • Egidio D’Amato,
  • Immacolata Notaro,
  • Luciano Blasi and
  • Massimiliano Mattei

3 August 2020

This paper deals with the design of a decentralized guidance and control strategy for a swarm of unmanned aerial vehicles (UAVs), with the objective of maintaining a given connection topology with assigned mutual distances while flying to a target ar...

  • Article
  • Open Access
58 Citations
8,020 Views
15 Pages

3 August 2020

Railway inspection has always been a critical task to guarantee the safety of the railway transportation. The development of deep learning technologies brings new breakthroughs in the accuracy and speed of image-based railway inspection application....

  • Article
  • Open Access
11 Citations
3,337 Views
20 Pages

3 August 2020

This work improves a LeNet model algorithm based on a signal’s bispectral features to recognize the communication behaviors of a non-collaborative short-wave radio station. At first, the mapping relationships between the burst waveforms and the...

  • Perspective
  • Open Access
18 Citations
6,800 Views
12 Pages

3 August 2020

Inorganic ions that can be redox-transformed by living cells can be sensed by biosensors, where the redox transformation gives rise to a current in a measuring circuit. Such biosensors may be based on enzymes, or they may be based on application of w...

  • Article
  • Open Access
14 Citations
4,900 Views
20 Pages

3 August 2020

A new micromachined vibrating ring gyroscope (VRG) architecture with low quadrature error and high-linearity is proposed, which successfully optimizes the working modes to first order resonance mode of the structure. The improved mode ordering can si...

  • Article
  • Open Access
12 Citations
5,191 Views
20 Pages

Sensorized Tip for Monitoring People with Multiple Sclerosis that Require Assistive Devices for Walking

  • Asier Brull,
  • Asier Zubizarreta,
  • Itziar Cabanes and
  • Ana Rodriguez-Larrad

3 August 2020

Multiple Sclerosis (MS) is a neurological degenerative disease with high impact on our society. In order to mitigate its effects, proper rehabilitation therapy is mandatory, in which individualisation is a key factor. Technological solutions can prov...

  • Article
  • Open Access
1 Citations
5,458 Views
13 Pages

Multifunctional Smart Ball Sensor for Wireless Structural Health Monitoring in a Fire Situation

  • Minsu Kim,
  • Insol Hwang,
  • Minho Seong,
  • Jaemook Choi,
  • Myunggun Kim,
  • Hee-Du Lee,
  • Kyung-Jae Shin,
  • Hungsun Son,
  • Hoon Sohn and
  • Moon Kyu Kwak
  • + 2 authors

3 August 2020

A variety of sensor systems have been developed to monitor the structural health status of buildings and infrastructures. However, most sensor systems for structural health monitoring (SHM) are difficult to use in extreme conditions, such as a fire s...

  • Article
  • Open Access
4 Citations
4,203 Views
23 Pages

3 August 2020

High-quality 3D reconstruction results are very important in many application fields. However, current texture generation methods based on point sampling and fusion often produce blur. To solve this problem, we propose a new volumetric fusion strateg...

  • Article
  • Open Access
41 Citations
7,036 Views
15 Pages

Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications

  • Pieter Moens,
  • Vincent Bracke,
  • Colin Soete,
  • Sander Vanden Hautte,
  • Diego Nieves Avendano,
  • Ted Ooijevaar,
  • Steven Devos,
  • Bruno Volckaert and
  • Sofie Van Hoecke

2 August 2020

The wide adoption of smart machine maintenance in manufacturing is blocked by open challenges in the Industrial Internet of Things (IIoT) with regard to robustness, scalability and security. Solving these challenges is of uttermost importance to miss...

  • Article
  • Open Access
37 Citations
5,596 Views
24 Pages

A Secure Communication in IoT Enabled Underwater and Wireless Sensor Network for Smart Cities

  • Tariq Ali,
  • Muhammad Irfan,
  • Ahmad Shaf,
  • Abdullah Saeed Alwadie,
  • Ahthasham Sajid,
  • Muhammad Awais and
  • Muhammad Aamir

2 August 2020

Nowadays, there is a growing trend in smart cities. Therefore, the Internet of Things (IoT) enabled Underwater and Wireless Sensor Networks (I-UWSN) are mostly used for monitoring and exploring the environment with the help of smart technology, such...

  • Letter
  • Open Access
17 Citations
3,858 Views
9 Pages

Lensless Scheme for Measuring Laser Aberrations Based on Computer-Generated Holograms

  • George Krasin,
  • Michael Kovalev,
  • Nikita Stsepuro,
  • Pavel Ruchka and
  • Sergey Odinokov

2 August 2020

All of the existing holographic wavefront sensors are either bulky or have low accuracy of measuring wavefront aberrations. In this paper, we present an improvement of the holographic method of measuring wavefront aberrations using computer-generated...

  • Article
  • Open Access
7 Citations
3,863 Views
15 Pages

2 August 2020

The excess noise due to stimulated Brillouin scattering (SBS) in gain and loss-based Brillouin optical time-domain analyzers (BOTDA) has been investigated theoretically and experimentally for the first time to the best of our knowledge. This investig...

  • Article
  • Open Access
5 Citations
2,919 Views
20 Pages

2 August 2020

This study aimed at the shortcomings of existing fixation algorithms that are image-based only, and an effective tea fixation state monitoring algorithm was proposed. An adaptive filtering algorithm was used to automatically filter the ineffective in...

  • Article
  • Open Access
36 Citations
6,997 Views
18 Pages

Study on the Evaluation Method of Sound Phase Cloud Maps Based on an Improved YOLOv4 Algorithm

  • Qinfeng Zhu,
  • Huifeng Zheng,
  • Yuebing Wang,
  • Yonggang Cao and
  • Shixu Guo

2 August 2020

Most sound imaging instruments are currently used as measurement tools which can provide quantitative data, however, a uniform method to directly and comprehensively evaluate the results of combining acoustic and optical images is not available. Ther...

  • Article
  • Open Access
3 Citations
4,924 Views
16 Pages

Data-Driven Analysis of Bicycle Sharing Systems as Public Transport Systems Based on a Trip Index Classification

  • Mark Richard Wilby,
  • Juan José Vinagre Díaz,
  • Rubén Fernández Pozo,
  • Ana Belén Rodríguez González,
  • José Manuel Vassallo and
  • Carmen Sánchez Ávila

2 August 2020

Bicycle Sharing Systems (BSSs) are exponentially increasing in the urban mobility sector. They are traditionally conceived as a last-mile complement to the public transport system. In this paper, we demonstrate that BSSs can be seen as a public trans...

  • Review
  • Open Access
69 Citations
21,875 Views
41 Pages

Smart Socks and In-Shoe Systems: State-of-the-Art for Two Popular Technologies for Foot Motion Analysis, Sports, and Medical Applications

  • Andrei Drăgulinescu,
  • Ana-Maria Drăgulinescu,
  • Gabriela Zincă,
  • Doina Bucur,
  • Valentin Feieș and
  • Dumitru-Marius Neagu

2 August 2020

The present paper reviews, for the first time, to the best of our knowledge, the most recent advances in research concerning two popular devices used for foot motion analysis and health monitoring: smart socks and in-shoe systems. The first one is re...

  • Article
  • Open Access
21 Citations
5,235 Views
18 Pages

Miniature Resistance Measurement Device for Structural Health Monitoring of Reinforced Concrete Infrastructure

  • Dean M. Corva,
  • Seyyed Sobhan Hosseini,
  • Frank Collins,
  • Scott D. Adams,
  • Will P. Gates and
  • Abbas Z. Kouzani

2 August 2020

A vast amount of civil infrastructure is constructed using reinforced concrete, which can be susceptible to corrosion, posing significant risks. Corrosion of reinforced concrete has various causes, with chloride ingress known to be a major contributo...

  • Article
  • Open Access
47 Citations
9,845 Views
19 Pages

Smartphone App with an Accelerometer Enhances Patients’ Physical Activity Following Elective Orthopedic Surgery: A Pilot Study

  • Hanneke C. van Dijk-Huisman,
  • Anouk T.R. Weemaes,
  • Tim A.E.J. Boymans,
  • Antoine F. Lenssen and
  • Rob A. de Bie

2 August 2020

Low physical activity (PA) levels are common in hospitalized patients. Digital health tools could be valuable in preventing the negative effects of inactivity. We therefore developed Hospital Fit; which is a smartphone application with an acceleromet...

  • Letter
  • Open Access
5 Citations
3,942 Views
14 Pages

2 August 2020

This paper presents a precise and fast method of ambiguity resolution (PREFMAR) for frequencies L1/E1 and L5/E5a of GPS/GALILEO data. The developed method is designed for precise and fast determination of ambiguities in GNSS phase observations. Ambig...

  • Article
  • Open Access
8 Citations
5,079 Views
18 Pages

Hybrid Satellite-Terrestrial Relay Network: Proposed Model and Application of Power Splitting Multiple Access

  • Dinh-Thuan Do,
  • Anh-Tu Le,
  • Rupak Kharel,
  • Adão Silva and
  • Mohammad Abu Shattal

1 August 2020

The development of hybrid satellite-terrestrial relay networks (HSTRNs) is one of the driving forces for revolutionizing satellite communications in the modern era. Although there are many unique features of conventional satellite networks, their evo...

  • Article
  • Open Access
40 Citations
6,381 Views
27 Pages

Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session Data

  • Una Pale,
  • Manfredo Atzori,
  • Henning Müller and
  • Alessandro Scano

1 August 2020

Background. Muscle synergy analysis is an approach to understand the neurophysiological mechanisms behind the hypothesized ability of the Central Nervous System (CNS) to reduce the dimensionality of muscle control. The muscle synergy approach is also...

  • Article
  • Open Access
15 Citations
4,554 Views
21 Pages

1 August 2020

To accurately and quantitatively detect the gear pitting of different levels on the actual site, this paper studies a new vision measurement approach based on a tunable vision detection platform and the mask region-based convolutional neural network...

  • Article
  • Open Access
26 Citations
4,897 Views
19 Pages

1 August 2020

Collecting multi-channel sensory signals is a feasible way to enhance performance in the diagnosis of mechanical equipment. In this article, a deep learning method combined with feature fusion on multi-channel sensory signals is proposed. First, a de...

  • Letter
  • Open Access
49 Citations
6,580 Views
12 Pages

Evaluation of Salmon, Tuna, and Beef Freshness Using a Portable Spectrometer

  • Eui Jung Moon,
  • Youngsik Kim,
  • Yu Xu,
  • Yeul Na,
  • Amato J. Giaccia and
  • Jae Hyung Lee

1 August 2020

There has been strong demand for the development of an accurate but simple method to assess the freshness of food. In this study, we demonstrated a system to determine food freshness by analyzing the spectral response from a portable visible/near-inf...

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