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Sensors, Volume 22, Issue 1

2022 January-1 - 408 articles

Cover Story: A reliable estimation of the traffic state in a network is essential, as it is the input of any traffic management strategy. However, the problem of estimating the traffic state alongside combining input data from multiple sensors is complex (e.g., noise, heterogeneity) and involves challenging data fusion. We organized an experiment campaign in an urban area in Zurich, Switzerland, to assess the accuracy of traditional and novel sensors and to propose a fusion methodology. The work focuses on capturing traffic states regarding traffic flows and travel times. Finally, we propose an estimation baseline, multiple linear regression (MLR) (5% data sample), that is compared to a final MLR model fusing the 5% sample with loop detector and traffic signal data. Results compared with ground-truth data demonstrate the effectiveness of the proposed methodology. View this paper
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Articles (408)

  • Communication
  • Open Access
2 Citations
2,853 Views
12 Pages

5 January 2022

The article presents an extensive analysis of the literature related to the diagnosis of the extrusion process and proposes a new, unique method. This method is based on the observation of the punch displacement signal in relation to the die, and the...

  • Article
  • Open Access
17 Citations
4,216 Views
17 Pages

5 January 2022

The demand for wheelchairs has increased recently as the population of the elderly and patients with disorders increases. However, society still pays less attention to infrastructure that can threaten the wheelchair user, such as sidewalks with crack...

  • Article
  • Open Access
14 Citations
2,861 Views
13 Pages

On Theoretical and Numerical Aspects of Bifurcations and Hysteresis Effects in Kinetic Energy Harvesters

  • Grzegorz Litak,
  • Jerzy Margielewicz,
  • Damian Gąska,
  • Andrzej Rysak and
  • Carlo Trigona

5 January 2022

The piezoelectric energy-harvesting system with double-well characteristics and hysteresis in the restoring force is studied. The proposed system consists of a bistable oscillator based on a cantilever beam structure. The elastic force potential is m...

  • Article
  • Open Access
6 Citations
3,032 Views
16 Pages

5 January 2022

This paper presents deterioration level estimation based on convolutional neural networks using a confidence-aware attention mechanism for infrastructure inspection. Spatial attention mechanisms try to highlight the important regions in feature maps...

  • Article
  • Open Access
3 Citations
3,450 Views
23 Pages

5 January 2022

The stick-slip is one of negative phenomena caused by friction in servo systems. It is a consequence of complicated nonlinear friction characteristics, especially the so-called Stribeck effect. Much research has been done on control algorithms suppre...

  • Article
  • Open Access
10 Citations
2,595 Views
17 Pages

On-Demand Charging Management Model and Its Optimization for Wireless Renewable Sensor Networks

  • Sandrine Mukase,
  • Kewen Xia,
  • Abubakar Umar and
  • Eunice Oluwabunmi Owoola

5 January 2022

Nowadays, wireless energy transfer (WET) is a new strategy that has the potential to essentially resolve energy and lifespan issues in a wireless sensor network (WSN). We investigate the process of a wireless energy transfer-based wireless sensor net...

  • Article
  • Open Access
7 Citations
3,073 Views
19 Pages

Multisensor Data Fusion for Localization of Pollution Sources in Wastewater Networks

  • Krystian Chachuła,
  • Tomasz Michał Słojewski and
  • Robert Nowak

5 January 2022

Illegal discharges of pollutants into sewage networks are a growing problem in large European cities. Such events often require restarting wastewater treatment plants, which cost up to a hundred thousand Euros. A system for localization and quantific...

  • Article
  • Open Access
5 Citations
3,190 Views
18 Pages

5 January 2022

The paper considers the problem of tracking an unknown and time-varying number of unlabeled moving objects using multiple unordered measurements with unknown association to the objects. The proposed tracking approach integrates Bayesian nonparametric...

  • Article
  • Open Access
30 Citations
4,843 Views
17 Pages

5 January 2022

Programming is a skill that requires high levels of logical thinking and problem-solving abilities. According to the Curriculum Guidelines for the 12-Year Basic Education currently implemented in Taiwan, programming has been included in the mandatory...

  • Article
  • Open Access
11 Citations
3,658 Views
11 Pages

Negative Effects of Annealed Seed Layer on the Performance of ZnO-Nanorods Based Nitric Oxide Gas Sensor

  • Pragya Singh,
  • Firman Mangasa Simanjuntak,
  • Li-Lun Hu,
  • Tseung-Yuen Tseng,
  • Hsiao-Wen Zan and
  • Jinn P. Chu

5 January 2022

Nitric oxide (NO) is a toxic gas, which is dangerous for human health and causes many respiratory infections, poisoning, and lung damage. In this work, we have successfully grown ZnO nanorod film on annealed ZnO seed layer in different ambient temper...

  • Article
  • Open Access
22 Citations
4,809 Views
16 Pages

Kinematic Analysis of 360° Turning in Stroke Survivors Using Wearable Motion Sensors

  • Masoud Abdollahi,
  • Pranav Madhav Kuber,
  • Michael Shiraishi,
  • Rahul Soangra and
  • Ehsan Rashedi

5 January 2022

Background: A stroke often bequeaths surviving patients with impaired neuromusculoskeletal systems subjecting them to increased risk of injury (e.g., due to falls) even during activities of daily living. The risk of injuries to such individuals can b...

  • Article
  • Open Access
30 Citations
4,675 Views
20 Pages

Electrical Discharges in Oil-Lubricated Rolling Contacts and Their Detection Using Electrostatic Sensing Technique

  • Kamran Esmaeili,
  • Ling Wang,
  • Terry J. Harvey,
  • Neil M. White and
  • Walter Holweger

5 January 2022

The reliability of rolling element bearings has been substantially undermined by the presence of parasitic and stray currents. Electrical discharges can occur between the raceway and the rolling elements and it has been previously shown that these di...

  • Review
  • Open Access
87 Citations
12,239 Views
39 Pages

5 January 2022

Low-cost sensors (LCS) are becoming popular for air quality monitoring (AQM). They promise high spatial and temporal resolutions at low-cost. In addition, citizen science applications such as personal exposure monitoring can be implemented effortless...

  • Article
  • Open Access
29 Citations
4,419 Views
18 Pages

5 January 2022

The indoor autonomous navigation of unmanned aerial vehicles (UAVs) is the current research hotspot. Unlike the outdoor broad environment, the indoor environment is unknown and complicated. Global Navigation Satellite System (GNSS) signals are easily...

  • Article
  • Open Access
17 Citations
5,778 Views
12 Pages

Heat Stroke Prevention in Hot Specific Occupational Environment Enhanced by Supervised Machine Learning with Personalized Vital Signs

  • Takunori Shimazaki,
  • Daisuke Anzai,
  • Kenta Watanabe,
  • Atsushi Nakajima,
  • Mitsuhiro Fukuda and
  • Shingo Ata

5 January 2022

Recently, wet-bulb globe temperature (WBGT) has attracted a lot of attention as a useful index for measuring heat strokes even when core body temperature cannot be available for the prevention. However, because the WBGT is only valid in the vicinity...

  • Article
  • Open Access
12 Citations
5,731 Views
21 Pages

MIMO Radar Parallel Simulation System Based on CPU/GPU Architecture

  • Gaogao Liu,
  • Wenbo Yang,
  • Peng Li,
  • Guodong Qin,
  • Jingjing Cai,
  • Youming Wang,
  • Shuai Wang,
  • Ning Yue and
  • Dongjie Huang

5 January 2022

The data volume and computation task of MIMO radar is huge; a very high-speed computation is necessary for its real-time processing. In this paper, we mainly study the time division MIMO radar signal processing flow, propose an improved MIMO radar si...

  • Article
  • Open Access
14 Citations
4,004 Views
19 Pages

Effect of Proximity, Burden, and Position on the Power Quality Accuracy Performance of Rogowski Coils

  • Alessandro Mingotti,
  • Federica Costa,
  • Lorenzo Peretto and
  • Roberto Tinarelli

5 January 2022

Power quality evaluation is the process of assessing the actual power network parameters with respect to the ideal conditions. However, several new assets and devices among the grid include mining the voltage and current quality. For example, the pow...

  • Article
  • Open Access
11 Citations
3,355 Views
10 Pages

Issues with Modeling a Tunnel Communication Channel through a Plasma Sheath

  • Anna V. Bogatskaya,
  • Andrey E. Schegolev,
  • Nikolay V. Klenov,
  • Evgeniy M. Lobov,
  • Maxim V. Tereshonok and
  • Alexander M. Popov

5 January 2022

We consider two of the most relevant problems that arise when modeling the properties of a tunnel radio communication channel through a plasma layer. First, we studied the case of the oblique incidence of electromagnetic waves on a layer of ionized g...

  • Article
  • Open Access
1 Citations
3,481 Views
13 Pages

Current-Induced Spin Photocurrent in GaAs at Room Temperature

  • Yang Zhang,
  • Yu Liu,
  • Xiao-Lan Xue,
  • Xiao-Lin Zeng,
  • Jing Wu,
  • Li-Wei Shi and
  • Yong-Hai Chen

5 January 2022

Circularly polarized photocurrent, observed in p-doped bulk GaAs, varies nonlinearly with the applied bias voltage at room temperature. It has been explored that this phenomenon arises from the current-induced spin polarization in GaAs. In addition,...

  • Article
  • Open Access
8 Citations
5,031 Views
18 Pages

5 January 2022

Many modern jobs require long periods of sitting on a chair that may result in serious health complications. Dynamic chairs are proposed as alternatives to the traditional sitting chairs; however, previous studies have suggested that most users are n...

  • Article
  • Open Access
25 Citations
4,829 Views
17 Pages

QoS Aware and Fault Tolerance Based Software-Defined Vehicular Networks Using Cloud-Fog Computing

  • Sidra Abid Syed,
  • Munaf Rashid,
  • Samreen Hussain,
  • Fahad Azim,
  • Hira Zahid,
  • Asif Umer,
  • Abdul Waheed,
  • Mahdi Zareei and
  • Cesar Vargas-Rosales

5 January 2022

Software-defined network (SDN) and vehicular ad-hoc network (VANET) combined provided a software-defined vehicular network (SDVN). To increase the quality of service (QoS) of vehicle communication and to make the overall process efficient, researcher...

  • Article
  • Open Access
10 Citations
3,656 Views
19 Pages

Structural Damage Identification Based on Transmissibility in Time Domain

  • Yunfeng Zou,
  • Xuandong Lu,
  • Jinsong Yang,
  • Tiantian Wang and
  • Xuhui He

5 January 2022

Structural damage identification technology is of great significance to improve the reliability and safety of civil structures and has attracted much attention in the study of structural health monitoring. In this paper, a novel structural damage ide...

  • Article
  • Open Access
10 Citations
3,696 Views
21 Pages

WiPg: Contactless Action Recognition Using Ambient Wi-Fi Signals

  • Zhanjun Hao,
  • Juan Niu,
  • Xiaochao Dang and
  • Zhiqiang Qiao

5 January 2022

Motion recognition has a wide range of applications at present. Recently, motion recognition by analyzing the channel state information (CSI) in Wi-Fi packets has been favored by more and more scholars. Because CSI collected in the wireless signal en...

  • Article
  • Open Access
24 Citations
5,423 Views
20 Pages

Motion Capture Sensor-Based Emotion Recognition Using a Bi-Modular Sequential Neural Network

  • Yajurv Bhatia,
  • ASM Hossain Bari,
  • Gee-Sern Jison Hsu and
  • Marina Gavrilova

5 January 2022

Motion capture sensor-based gait emotion recognition is an emerging sub-domain of human emotion recognition. Its applications span a variety of fields including smart home design, border security, robotics, virtual reality, and gaming. In recent year...

  • Systematic Review
  • Open Access
14 Citations
10,272 Views
32 Pages

Caveats and Recommendations to Assess the Validity and Reliability of Cycling Power Meters: A Systematic Scoping Review

  • Anthony Bouillod,
  • Georges Soto-Romero,
  • Frederic Grappe,
  • William Bertucci,
  • Emmanuel Brunet and
  • Johan Cassirame

5 January 2022

A large number of power meters have become commercially available during the last decades to provide power output (PO) measurement. Some of these power meters were evaluated for validity in the literature. This study aimed to perform a review of the...

  • Article
  • Open Access
38 Citations
6,256 Views
17 Pages

Proactive Guidance for Accurate UAV Landing on a Dynamic Platform: A Visual–Inertial Approach

  • Ching-Wei Chang,
  • Li-Yu Lo,
  • Hiu Ching Cheung,
  • Yurong Feng,
  • An-Shik Yang,
  • Chih-Yung Wen and
  • Weifeng Zhou

5 January 2022

This work aimed to develop an autonomous system for unmanned aerial vehicles (UAVs) to land on moving platforms such as an automobile or a marine vessel, providing a promising solution for a long-endurance flight operation, a large mission coverage r...

  • Article
  • Open Access
11 Citations
4,004 Views
12 Pages

Inline 3D Volumetric Measurement of Moisture Content in Rice Using Regression-Based ML of RF Tomographic Imaging

  • Abd Alazeez Almaleeh,
  • Ammar Zakaria,
  • Latifah Munirah Kamarudin,
  • Mohd Hafiz Fazalul Rahiman,
  • David Lorater Ndzi and
  • Ismahadi Ismail

5 January 2022

The moisture content of stored rice is dependent on the surrounding and environmental factors which in turn affect the quality and economic value of the grains. Therefore, the moisture content of grains needs to be measured frequently to ensure that...

  • Article
  • Open Access
21 Citations
5,830 Views
19 Pages

Towards Interpretable Machine Learning for Automated Damage Detection Based on Ultrasonic Guided Waves

  • Christopher Schnur,
  • Payman Goodarzi,
  • Yevgeniya Lugovtsova,
  • Jannis Bulling,
  • Jens Prager,
  • Kilian Tschöke,
  • Jochen Moll,
  • Andreas Schütze and
  • Tizian Schneider

5 January 2022

Data-driven analysis for damage assessment has a large potential in structural health monitoring (SHM) systems, where sensors are permanently attached to the structure, enabling continuous and frequent measurements. In this contribution, we propose a...

  • Article
  • Open Access
25 Citations
7,557 Views
9 Pages

Identification of Corrosion Minerals Using Shortwave Infrared Hyperspectral Imaging

  • Thomas De Kerf,
  • Georgios Pipintakos,
  • Zohreh Zahiri,
  • Steve Vanlanduit and
  • Paul Scheunders

5 January 2022

In this study, we propose a new method to identify corrosion minerals in carbon steel using hyperspectral imaging (HSI) in the shortwave infrared range (900–1700 nm). Seven samples were artificially corroded using a neutral salt spray test and...

  • Article
  • Open Access
9 Citations
7,705 Views
18 Pages

SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies

  • Jonas Chromik,
  • Kristina Kirsten,
  • Arne Herdick,
  • Arpita Mallikarjuna Kappattanavar and
  • Bert Arnrich

5 January 2022

Observational studies are an important tool for determining whether the findings from controlled experiments can be transferred into scenarios that are closer to subjects’ real-life circumstances. A rigorous approach to observational studies in...

  • Article
  • Open Access
107 Citations
12,113 Views
20 Pages

4 January 2022

Rapid technological development has changed drastically the automotive industry. Network communication has improved, helping the vehicles transition from completely machine- to software-controlled technologies. The autonomous vehicle network is contr...

  • Article
  • Open Access
13 Citations
3,423 Views
18 Pages

4 January 2022

This paper proposes an energy management strategy (EMS) for a hybrid stand-alone plant destined to supply controllable loads. The plant is composed of photovoltaic panels (PV), a wind turbine, a diesel generator, and a battery bank. The set of the po...

  • Article
  • Open Access
15 Citations
3,998 Views
23 Pages

Intelligent Fault Diagnosis Framework for Modular Multilevel Converters in HVDC Transmission

  • Hosameldin O. A. Ahmed,
  • Yuexiao Yu,
  • Qinghua Wang,
  • Mohamed Darwish and
  • Asoke K. Nandi

4 January 2022

Open circuit failure mode in insulated-gate bipolar transistors (IGBT) is one of the most common faults in modular multilevel converters (MMCs). Several techniques for MMC fault diagnosis based on threshold parameters have been proposed, but very few...

  • Article
  • Open Access
19 Citations
3,810 Views
15 Pages

4 January 2022

The hysteretic nonlinearity of pneumatic artificial muscle (PAM) is the main factor that degrades its tracking accuracy. This paper proposes an efficient hysteresis compensation method based on the active modeling control (AMC). Firstly, the Bouc&nda...

  • Article
  • Open Access
5 Citations
3,229 Views
22 Pages

Adaptive Scheme for Detecting Induction Motor Incipient Broken Bar Faults at Various Load and Inertia Conditions

  • Mohamed Esam El-Dine Atta,
  • Doaa Khalil Ibrahim,
  • Mahmoud Gilany and
  • Ahmed F. Zobaa

4 January 2022

This paper introduces a novel online adaptive protection scheme to detect and diagnose broken bar faults (BBFs) in induction motors during steady-state conditions based on an analytical approach. The proposed scheme can detect precisely adjacent and...

  • Article
  • Open Access
19 Citations
5,207 Views
19 Pages

Vibration Energy Harvesting by Means of Piezoelectric Patches: Application to Aircrafts

  • Domenico Tommasino,
  • Federico Moro,
  • Bruno Bernay,
  • Thibault De Lumley Woodyear,
  • Enrique de Pablo Corona and
  • Alberto Doria

4 January 2022

Vibration energy harvesters in industrial applications usually take the form of cantilever oscillators covered by a layer of piezoelectric material and exploit the resonance phenomenon to improve the generated power. In many aeronautical applications...

  • Article
  • Open Access
2 Citations
2,735 Views
14 Pages

CAT: Centerness-Aware Anchor-Free Tracker

  • Haoyi Ma,
  • Scott T. Acton and
  • Zongli Lin

4 January 2022

Accurate and robust scale estimation in visual object tracking is a challenging task. To obtain a scale estimation of the target object, most methods rely either on a multi-scale searching scheme or on refining a set of predefined anchor boxes. These...

  • Article
  • Open Access
3 Citations
2,634 Views
14 Pages

Fault Detection of Planetary Gears Based on Signal Space Constellations

  • Maite Martincorena-Arraiza,
  • Carlos A. De La Cruz Blas,
  • Antonio Lopez-Martin,
  • Cristián Molina Vicuña and
  • Ignacio R. Matías

4 January 2022

A new method to process the vibration signal acquired by an accelerometer placed in a planetary gearbox housing is proposed, which is useful to detect potential faults. The method is based on the phenomenological model and consists of the projection...

  • Article
  • Open Access
22 Citations
3,981 Views
20 Pages

4 January 2022

Hyperspectral imaging is a popular tool used for non-invasive plant disease detection. Data acquired with it usually consist of many correlated features; hence most of the acquired information is redundant. Dimensionality reduction methods are used t...

  • Article
  • Open Access
14 Citations
6,394 Views
16 Pages

4 January 2022

Postural stability of the body depends on many factors. One of them is physical activity. It is especially important in the case of sports or professional work, which combine mobility with the accuracy of a shot in a standing position. The smaller th...

  • Article
  • Open Access
1 Citations
3,323 Views
33 Pages

4 January 2022

A plane-based dynamic calibration method had been proposed by the previous study for the GeoSLAM ZEB Horizon handheld LiDAR scanner. Only one preliminary test was presented. Therefore, three datasets in a calibration field were collected in this stud...

  • Article
  • Open Access
31 Citations
6,454 Views
15 Pages

Outdoor Localization Using BLE RSSI and Accessible Pedestrian Signals for the Visually Impaired at Intersections

  • Kiyoung Shin,
  • Ryan McConville,
  • Oussama Metatla,
  • Minhye Chang,
  • Chiyoung Han,
  • Junhaeng Lee and
  • Anne Roudaut

4 January 2022

One of the major challenges for blind and visually impaired (BVI) people is traveling safely to cross intersections on foot. Many countries are now generating audible signals at crossings for visually impaired people to help with this problem. Howeve...

  • Article
  • Open Access
212 Citations
9,228 Views
15 Pages

Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model

  • Muhannad Faleh Alanazi,
  • Muhammad Umair Ali,
  • Shaik Javeed Hussain,
  • Amad Zafar,
  • Mohammed Mohatram,
  • Muhammad Irfan,
  • Raed AlRuwaili,
  • Mubarak Alruwaili,
  • Naif H. Ali and
  • Anas Mohammad Albarrak

4 January 2022

With the advancement in technology, machine learning can be applied to diagnose the mass/tumor in the brain using magnetic resonance imaging (MRI). This work proposes a novel developed transfer deep-learning model for the early diagnosis of brain tum...

  • Article
  • Open Access
2 Citations
2,175 Views
15 Pages

Robust Security Beamforming for SWIPT-Assisted Relay System with Channel Uncertainty

  • Ruijie Guo,
  • Chunling Fu,
  • Yong Jin,
  • Zhentao Hu and
  • Lin Zhou

4 January 2022

This paper considers the physical layer security (PLS) of a simultaneous wireless information and power transfer (SWIPT) relay communication system composed of a legitimate source–destination pair and some eavesdroppers. Supposing a disturbance...

  • Article
  • Open Access
19 Citations
3,756 Views
18 Pages

4 January 2022

Instruments drifting at the ocean surface are quasi-Lagrangian, that is, they do not follow exactly the near-surface ocean currents. The currents measured by three commonly-used drifters (CARTHE, CODE and SVP) are compared in a wide range of sea stat...

  • Article
  • Open Access
39 Citations
8,177 Views
20 Pages

4 January 2022

Feedback is one of the significant factors for the mental mapping of an environment. It is the communication of spatial information to blind people to perceive the surroundings. The assistive smartphone technologies deliver feedback for different act...

  • Article
  • Open Access
8 Citations
4,571 Views
11 Pages

Stride Lengths during Maximal Linear Sprint Acceleration Obtained with Foot-Mounted Inertial Measurement Units

  • Cornelis J. de Ruiter,
  • Erik Wilmes,
  • Pepijn S. van Ardenne,
  • Niels Houtkamp,
  • Reinder A. Prince,
  • Maarten Wooldrik and
  • Jaap H. van Dieën

4 January 2022

Inertial measurement units (IMUs) fixed to the lower limbs have been reported to provide accurate estimates of stride lengths (SLs) during walking. Due to technical challenges, validation of such estimates in running is generally limited to speeds (w...

  • Communication
  • Open Access
4 Citations
2,344 Views
21 Pages

4 January 2022

This paper investigates the power resource optimization problem for a new cognitive radio framework with a symbiotic backscatter-aided full-duplex secondary link under imperfect interference cancellation and other hardware impairments. The problem is...

  • Feature Paper
  • Article
  • Open Access
8 Citations
4,225 Views
15 Pages

4 January 2022

Robustness against background noise and reverberation is essential for many real-world speech-based applications. One way to achieve this robustness is to employ a speech enhancement front-end that, independently of the back-end, removes the environm...

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Sensors - ISSN 1424-8220