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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
2,850 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
4,210 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
13 Citations
2,859 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
3,031 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
3,445 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
3,068 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
3,188 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
4,841 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
3,650 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
4,802 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
4,669 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
12,229 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
4,415 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
5,770 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
5,725 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
4,002 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
3,354 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
3,479 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
5,027 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
4,825 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
3,654 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
3,689 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
5,422 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
10,263 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
6,250 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
4,001 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
5,813 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
7,552 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
7,703 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
9 Citations
3,539 Views
18 Pages

An Efficient Probe-Based Routing for Content-Centric Networking

  • Pei-Hsuan Tsai,
  • Jun-Bin Zhang and
  • Meng-Hsun Tsai

4 January 2022

With the development of new technologies and applications, such as the Internet of Things, smart cities, 5G, and edge computing, traditional Internet Protocol-based (IP-based) networks have been exposed as having many problems. Information-Centric Ne...

  • Article
  • Open Access
12 Citations
5,065 Views
13 Pages

Wearable Sensors Based on Force-Sensitive Resistors for Touch-Based Collaborative Digital Gaming

  • Balaji Dontha,
  • Kyoung Swearingen,
  • Scott Swearingen,
  • Susan E. Thrane and
  • Asimina Kiourti

4 January 2022

We report new classes of wearable sensors that monitor touch between fully-abled and disabled players in order to empower collaborative digital gaming between the two. Our approach relies on embroidered force-sensitive resistors (FSRs) embedded into...

  • Article
  • Open Access
4 Citations
4,118 Views
20 Pages

Low-Rank and Sparse Matrix Recovery for Hyperspectral Image Reconstruction Using Bayesian Learning

  • Yanbin Zhang,
  • Long-Ting Huang,
  • Yangqing Li,
  • Kai Zhang and
  • Changchuan Yin

4 January 2022

In order to reduce the amount of hyperspectral imaging (HSI) data transmission required through hyperspectral remote sensing (HRS), we propose a structured low-rank and joint-sparse (L&S) data compression and reconstruction method. The proposed m...

  • Article
  • Open Access
6 Citations
2,685 Views
14 Pages

Head-Mounted and Hand-Held Displays Diminish the Effectiveness of Fall-Resisting Skills

  • Anika Weber,
  • Julian Werth,
  • Gaspar Epro,
  • Daniel Friemert,
  • Ulrich Hartmann,
  • Yiannis Lambrianides,
  • John Seeley,
  • Peter Nickel and
  • Kiros Karamanidis

4 January 2022

Use of head-mounted displays (HMDs) and hand-held displays (HHDs) may affect the effectiveness of stability control mechanisms and impair resistance to falls. This study aimed to examine whether the ability to control stability during locomotion is d...

  • Communication
  • Open Access
6 Citations
9,743 Views
10 Pages

Motion Analysis of Triangular Fibrocartilage Complex by Using Ultrasonography Images: Preliminary Analysis

  • Issei Shinohara,
  • Atsuyuki Inui,
  • Yutaka Mifune,
  • Hanako Nishimoto,
  • Kohei Yamaura,
  • Shintaro Mukohara,
  • Tomoya Yoshikawa,
  • Tatsuo Kato,
  • Takahiro Furukawa and
  • Ryosuke Kuroda
  • + 2 authors

4 January 2022

The triangular fibrocartilage complex (TFCC) is a significant stabilizer of the distal radioulnar joint. Diagnosing TFCC injury is currently difficult, but ultrasonography (US) has emerged as a low-cost, minimally invasive diagnostic tool. We aimed t...

  • Article
  • Open Access
4 Citations
2,897 Views
15 Pages

4 January 2022

As a result of the development of wireless indoor positioning techniques such as WiFi, Bluetooth, and Ultra-wideband (UWB), the positioning traces of moving people or objects in indoor environments can be tracked and recorded, and the distances moved...

  • Article
  • Open Access
8 Citations
4,936 Views
16 Pages

4 January 2022

Environment perception is one of the major challenges in the vehicle industry nowadays, as acknowledging the intentions of the surrounding traffic participants can profoundly decrease the occurrence of accidents. Consequently, this paper focuses on c...

  • Article
  • Open Access
8 Citations
3,947 Views
16 Pages

System on Chip (SoC) for Invisible Electrocardiography (ECG) Biometrics

  • Francisco de Melo,
  • Horácio C. Neto and
  • Hugo Plácido da Silva

4 January 2022

Biometric identification systems are a fundamental building block of modern security. However, conventional biometric methods cannot easily cope with their intrinsic security liabilities, as they can be affected by environmental factors, can be easil...

  • Article
  • Open Access
17 Citations
3,824 Views
20 Pages

An Efficient 5G Data Plan Approach Based on Partially Distributed Mobility Architecture

  • Mohammad Al Shinwan,
  • Laith Abualigah,
  • Trong-Dinh Huy,
  • Ahmed Younes Shdefat,
  • Maryam Altalhi,
  • Chulsoo Kim,
  • Shaker El-Sappagh,
  • Mohamed Abd Elaziz and
  • Kyung Sup Kwak

4 January 2022

Reaching a flat network is the main target of future evolved packet core for the 5G mobile networks. The current 4th generation core network is centralized architecture, including Serving Gateway and Packet-data-network Gateway; both act as mobility...

  • Communication
  • Open Access
24 Citations
3,665 Views
9 Pages

4 January 2022

The geodetic monitoring of the continuous crustal deformation in a particular region has traditionally been the prerogative of the scientific communities capable of affording high-price geodetic-class instruments to track the tiny movements of tecton...

  • Article
  • Open Access
18 Citations
4,579 Views
23 Pages

4 January 2022

To expand the potential use of in-shoe motion sensors (IMSs) in daily healthcare or activity monitoring applications for healthy subjects, we propose a real-time temporal estimation method for gait parameters concerning bilateral lower limbs (GPBLLs)...

  • Article
  • Open Access
5 Citations
3,144 Views
16 Pages

Optimization of Three-Phase Hybrid Stepper Motors for Noise Reduction

  • Zhen Peng,
  • Chao Bi,
  • Lingli Fang and
  • Longfei Xiao

4 January 2022

For the optimization of three-phase hybrid stepper motors with complex electromagnetic structures, an optimization method is presented in this paper. The method is a combination of 3D-FEM and the Taguchi optimization method intended to reduce the dep...

  • Review
  • Open Access
54 Citations
7,143 Views
24 Pages

4 January 2022

The high conductivity of graphene material (or its derivatives) and its very large surface area enhance the direct electron transfer, improving non-enzymatic electrochemical sensors sensitivity and its other characteristics. The offered large pores f...

  • Article
  • Open Access
47 Citations
4,233 Views
19 Pages

Support Vector Regression for Mobile Target Localization in Indoor Environments

  • Satish R. Jondhale,
  • Vijay Mohan,
  • Bharat Bhushan Sharma,
  • Jaime Lloret and
  • Shashikant V. Athawale

4 January 2022

Trilateration-based target localization using received signal strength (RSS) in a wireless sensor network (WSN) generally yields inaccurate location estimates due to high fluctuations in RSS measurements in indoor environments. Improving the localiza...

  • Article
  • Open Access
30 Citations
5,284 Views
24 Pages

Mobile Charging Strategy for Wireless Rechargeable Sensor Networks

  • Tzung-Shi Chen,
  • Jen-Jee Chen,
  • Xiang-You Gao and
  • Tzung-Cheng Chen

4 January 2022

In a wireless sensor network, the sensing and data transmission for sensors will cause energy depletion, which will lead to the inability to complete the tasks. To solve this problem, wireless rechargeable sensor networks (WRSNs) have been developed...

  • Article
  • Open Access
16 Citations
3,426 Views
15 Pages

Inattentive Driving Detection Using Body-Worn Sensors: Feasibility Study

  • Takuma Akiduki,
  • Jun Nagasawa,
  • Zhong Zhang,
  • Yuto Omae,
  • Toshiya Arakawa and
  • Hirotaka Takahashi

4 January 2022

This study aims to build a system for detecting a driver’s internal state using body-worn sensors. Our system is intended to detect inattentive driving that occurs during long-term driving on a monotonous road, such as a high-way road. The inat...

  • Article
  • Open Access
107 Citations
12,106 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
3,421 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
3,991 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...

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