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Sensors, Volume 22, Issue 19

2022 October-1 - 595 articles

Cover Story: We spend a third of our lives asleep, yet there is a lack of acceptable and reliable tools to monitor our condition at night-time. In particular, respiratory rate is a clinically important predictor of cardio-respiratory deteriorations. The mainstay of clinical measurement comprises manual counting of chest movements, which is unreliable and infeasible in home settings. Emerging solutions are limited by poor adherence and acceptability or are not clinically validated. Albus HomeTM is a contactless, multi-sensor and automated bedside system for nocturnal monitoring that captures multiple symptoms and signs without users needing to do or wear anything. In this study, we validated the high accuracy of respiratory rate monitoring by Albus Home against the clinical gold standard in a diverse population and in real-world home bedroom environments. View this paper
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Articles (595)

  • Article
  • Open Access
12 Citations
4,099 Views
16 Pages

A Plug-and-Play Solution for Smart Transducers in Industrial Applications Based on IEEE 1451 and IEC 61499 Standards

  • Diogo Oliveira,
  • João Pinheiro,
  • Luís Neto,
  • Vítor H. Pinto and
  • Gil Gonçalves

10 October 2022

In a cyberphysical production system, the connectivity between the physical entities of a production system with the digital component that controls and monitors that system takes fundamental importance. This connectivity has been increasing from the...

  • Article
  • Open Access
6 Citations
3,470 Views
16 Pages

10 October 2022

The main goals of the following paper are to evaluate the performance of two multispectral airborne sensors and compare their image data with in situ spectral measurements. Moreover, the authors aim to present an enhanced workflow for processing mult...

  • Article
  • Open Access
48 Citations
5,747 Views
22 Pages

Building Heating and Cooling Load Prediction Using Ensemble Machine Learning Model

  • Rajasekhar Chaganti,
  • Furqan Rustam,
  • Talal Daghriri,
  • Isabel de la Torre Díez,
  • Juan Luis Vidal Mazón,
  • Carmen Lili Rodríguez and
  • Imran Ashraf

10 October 2022

Building energy consumption prediction has become an important research problem within the context of sustainable homes and smart cities. Data-driven approaches have been regarded as the most suitable for integration into smart houses. With the wide...

  • Article
  • Open Access
3 Citations
2,900 Views
11 Pages

10 October 2022

Multi-path transmission can well solve the data transmission reliability problems and life cycle problems caused by single-path transmission. However, the accuracy of the routing scheme generated by the existing multi-path routing algorithms is diffi...

  • Article
  • Open Access
2 Citations
3,073 Views
16 Pages

Trunk Posture from Randomly Oriented Accelerometers

  • Aidan R. W. Friederich,
  • Musa L. Audu and
  • Ronald J. Triolo

10 October 2022

Feedback control of functional neuromuscular stimulation has the potential to improve daily function for individuals with spinal cord injuries (SCIs) by enhancing seated stability. Our fully implanted networked neuroprosthesis (NNP) can provide real-...

  • Article
  • Open Access
16 Citations
7,664 Views
21 Pages

A Video Summarization Model Based on Deep Reinforcement Learning with Long-Term Dependency

  • Xu Wang,
  • Yujie Li,
  • Haoyu Wang,
  • Longzhao Huang and
  • Shuxue Ding

10 October 2022

Deep summarization models have succeeded in the video summarization field based on the development of gated recursive unit (GRU) and long and short-term memory (LSTM) technology. However, for some long videos, GRU and LSTM cannot effectively capture...

  • Article
  • Open Access
22 Citations
4,351 Views
16 Pages

Development of Low Hysteresis, Linear Weft-Knitted Strain Sensors for Smart Textile Applications

  • Beyza Bozali,
  • Sepideh Ghodrat,
  • Linda Plaude,
  • Joris J. F. van Dam and
  • Kaspar M. B. Jansen

10 October 2022

In recent years, knitted strain sensors have been developed that aim to achieve reliable sensing and high wearability, but they are associated with difficulties due to high hysteresis and low gauge factor (GF) values. This study investigated the elec...

  • Article
  • Open Access
6 Citations
3,180 Views
18 Pages

10 October 2022

The single-beam bathymetric light detection and ranging (LiDAR) system 1 (SBLS-1), which is equipped with a 532-nm-band laser projector and two concentric-circle receivers for shallow- and deep-water echo signals, is a lightweight and convenient prot...

  • Article
  • Open Access
10 Citations
6,082 Views
22 Pages

Machine Learning Approach to Predict the Performance of a Stratified Thermal Energy Storage Tank at a District Cooling Plant Using Sensor Data

  • Afzal Ahmed Soomro,
  • Ainul Akmar Mokhtar,
  • Waleligne Molla Salilew,
  • Zainal Ambri Abdul Karim,
  • Aijaz Abbasi,
  • Najeebullah Lashari and
  • Syed Muslim Jameel

10 October 2022

In the energy management of district cooling plants, the thermal energy storage tank is critical. As a result, it is essential to keep track of TES results. The performance of the TES has been measured using a variety of methodologies, both numerical...

  • Review
  • Open Access
8 Citations
10,860 Views
54 Pages

10 October 2022

The purpose of this review is to aggregate technical information on existent optomechanical eye models (OME) described in the literature, for image quality assessment in different applications. Several physical eye models have been reviewed from peer...

  • Article
  • Open Access
15 Citations
4,369 Views
28 Pages

10 October 2022

The exponential growth in remote sensing, coupled with advancements in integrated circuits (IC) design and fabrication technology for communication, has prompted the progress of Wireless Sensor Networks (WSN). WSN comprises of sensor nodes and hubs f...

  • Article
  • Open Access
8 Citations
5,283 Views
24 Pages

10 October 2022

Drowning is a major health issue worldwide. The World Health Organization’s global report on drowning states that the highest rates of drowning deaths occur among children aged 1–4 years, followed by children aged 5–9 years. Young c...

  • Article
  • Open Access
3 Citations
2,920 Views
15 Pages

A Narrow Optical Pulse Emitter Based on LED: NOPELED

  • Diego Real,
  • David Calvo,
  • Antonio Díaz,
  • Francisco Salesa Greus and
  • Agustín Sánchez Losa

10 October 2022

Light sources emitting short pulses are needed in many particle physics experiments using optical sensors as they can replicate the light produced by the particles being detected and are also an important calibration and test element. This work prese...

  • Review
  • Open Access
20 Citations
9,237 Views
21 Pages

A Comprehensive Review on Lane Marking Detection Using Deep Neural Networks

  • Abdullah Al Mamun,
  • Em Poh Ping,
  • Jakir Hossen,
  • Anik Tahabilder and
  • Busrat Jahan

10 October 2022

Lane marking recognition is one of the most crucial features for automotive vehicles as it is one of the most fundamental requirements of all the autonomy features of Advanced Driver Assistance Systems (ADAS). Researchers have recently made promising...

  • Article
  • Open Access
8 Citations
3,789 Views
14 Pages

Learning Assurance Analysis for Further Certification Process of Machine Learning Techniques: Case-Study Air Traffic Conflict Detection Predictor

  • Javier A. Pérez-Castán,
  • Luis Pérez Sanz,
  • Marta Fernández-Castellano,
  • Tomislav Radišić,
  • Kristina Samardžić and
  • Ivan Tukarić

10 October 2022

Designing and developing artificial intelligence (AI)-based systems that can be trusted justifiably is one of the main issues aviation must face in the coming years. European Union Aviation Safety Agency (EASA) has developed a user guide that could b...

  • Article
  • Open Access
25 Citations
13,584 Views
20 Pages

Water IoT Monitoring System for Aquaponics Health and Fishery Applications

  • Mohammad Alselek,
  • Jose M. Alcaraz-Calero,
  • Jaume Segura-Garcia and
  • Qi Wang

10 October 2022

Aquaponic health is a very important in the food industry field, as currently there is a huge amount of fishing farms, and the demands are growing in the whole world. This work examines the process of developing an innovative aquaponics health monito...

  • Article
  • Open Access
24 Citations
3,639 Views
16 Pages

10 October 2022

As the main power source of new energy electric vehicles, the accurate estimation of State of Charge (SOC) of Li-ion batteries is of great significance for accurately estimating the vehicle’s driving range, prolonging the battery life, and ensu...

  • Article
  • Open Access
5 Citations
5,100 Views
20 Pages

Impact of a Turbulent Ocean Surface on Laser Beam Propagation

  • Omar Alharbi,
  • Tim Kane and
  • Diane Henderson

10 October 2022

The roughness of the ocean surface significantly impacts air-to-sea imaging, oceanographic monitoring, and optical communication. Most current and previous methods for addressing this roughness and its impact on optical propagation are either entirel...

  • Article
  • Open Access
75 Citations
8,771 Views
21 Pages

Leveraging IoT-Aware Technologies and AI Techniques for Real-Time Critical Healthcare Applications

  • Angela-Tafadzwa Shumba,
  • Teodoro Montanaro,
  • Ilaria Sergi,
  • Luca Fachechi,
  • Massimo De Vittorio and
  • Luigi Patrono

10 October 2022

Personalised healthcare has seen significant improvements due to the introduction of health monitoring technologies that allow wearable devices to unintrusively monitor physiological parameters such as heart health, blood pressure, sleep patterns, an...

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

10 October 2022

Crowdfunding has seen an enormous rise, becoming a new alternative funding source for emerging companies or new startups in recent years. As crowdfunding prevails, it is also under substantial risk of the occurrence of fraud. Though a growing number...

  • Article
  • Open Access
7 Citations
3,842 Views
18 Pages

Fast and Efficient Image Novelty Detection Based on Mean-Shifts

  • Matthias Hermann,
  • Georg Umlauf,
  • Bastian Goldlücke and
  • Matthias O. Franz

10 October 2022

Image novelty detection is a repeating task in computer vision and describes the detection of anomalous images based on a training dataset consisting solely of normal reference data. It has been found that, in particular, neural networks are well-sui...

  • Article
  • Open Access
5 Citations
2,995 Views
8 Pages

10 October 2022

Trees in urban environments hold significant value in providing ecosystem services, which will become increasingly important as urban populations grow. Tree phenology is highly sensitive to climatic variation, and resultant phenological shifts have s...

  • Article
  • Open Access
9 Citations
4,216 Views
7 Pages

10 October 2022

The amount and localization of boron-10 atoms delivered into tumor cells determines the therapeutic effect of boron neutron capture therapy (BNCT) and, consequently, efforts have been directed to develop fluorescence sensors to detect intracellular b...

  • Review
  • Open Access
35 Citations
16,058 Views
45 Pages

A Comprehensive Review of the Recent Developments in Wearable Sweat-Sensing Devices

  • Nur Fatin Adini Ibrahim,
  • Norhayati Sabani,
  • Shazlina Johari,
  • Asrulnizam Abd Manaf,
  • Asnida Abdul Wahab,
  • Zulkarnay Zakaria and
  • Anas Mohd Noor

10 October 2022

Sweat analysis offers non-invasive real-time on-body measurement for wearable sensors. However, there are still gaps in current developed sweat-sensing devices (SSDs) regarding the concerns of mixing fresh and old sweat and real-time measurement, whi...

  • Article
  • Open Access
30 Citations
5,025 Views
12 Pages

9 October 2022

Small object detection has always been a difficult direction in the field of object detection, especially the detection of small objects in UAV aerial images. The images captured by UAVs have the characteristics of small objects and dense objects. In...

  • Article
  • Open Access
1 Citations
3,391 Views
17 Pages

A Reconfigurable Visual–Inertial Odometry Accelerated Core with High Area and Energy Efficiency for Autonomous Mobile Robots

  • Yonghao Tan,
  • Mengying Sun,
  • Huanshihong Deng,
  • Haihan Wu,
  • Minghao Zhou,
  • Yifei Chen,
  • Zhuo Yu,
  • Qinghan Zeng,
  • Ping Li and
  • Fengwei An
  • + 1 author

9 October 2022

With the wide application of autonomous mobile robots (AMRs), the visual inertial odometer (VIO) system that realizes the positioning function through the integration of a camera and inertial measurement unit (IMU) has developed rapidly, but it is st...

  • Article
  • Open Access
4 Citations
3,862 Views
19 Pages

9 October 2022

COVID-19 is an infectious disease mainly transmitted through aerosol particles. Physical distancing can significantly reduce airborne transmission at a short range, but it is not a sufficient measure to avoid contagion. In recent months, health autho...

  • Article
  • Open Access
3 Citations
2,685 Views
15 Pages

Development and Application of Dual-Polarization Antenna for Dielectric Logging Sensor

  • Chen Li,
  • Shaogui Deng,
  • Zhiqiang Li,
  • Jian Wu,
  • Baoyin Lu and
  • Jutao Yang

9 October 2022

Because the dielectric constant of water is greater than that of oil and gas, dielectric logging sensors can effectively distinguish oil and gas reservoirs from water layers by measuring the dielectric parameters of formations. Under the special work...

  • Article
  • Open Access
3 Citations
3,077 Views
10 Pages

High Performance of Metallic Thin Films for Resistance Temperature Devices with Antimicrobial Properties

  • Arthur L. R. Souza,
  • Marcio A. Correa,
  • Felipe Bohn,
  • Helder Castro,
  • Margarida M. Fernandes,
  • Filipe Vaz and
  • Armando Ferreira

9 October 2022

Titanium-copper alloy films with stoichiometry given by Ti1xCux were produced by magnetron co-sputtering technique and analyzed in order to explore the suitability of the films to be applied as resistive temperature sensors with antimicrobial...

  • Article
  • Open Access
16 Citations
6,491 Views
12 Pages

Research on Penetration Loss of D-Band Millimeter Wave for Typical Materials

  • Xinyi Wang,
  • Weiping Li,
  • Mingxu Wang,
  • Chengzhen Bian,
  • Yi Wei and
  • Wen Zhou

9 October 2022

The millimeter-wave frequency band provides abundant frequency resources for the development of beyond 5th generation mobile network (B5G) mobile communication, and its relative bandwidth of 1% can provide a gigabit-level communication bandwidth. In...

  • Article
  • Open Access
7 Citations
3,101 Views
25 Pages

Reconfigurable Intelligent Surface-Aided Cooperative NOMA with p-CSI Fading Channel toward 6G-Based IoT System

  • Hsing-Chung Chen,
  • Agung Mulyo Widodo,
  • Jerry Chun-Wei Lin and
  • Chien-Erh Weng

9 October 2022

Addressing the challenges of internet-based 5G technology, namely increasing density through micro-cell systems, frequency spectrum, and reducing resource costs, is needed to meet the use of IoT-based 6G technology with the goal of high-speed, high-c...

  • Communication
  • Open Access
6 Citations
3,012 Views
12 Pages

9 October 2022

A trunk-twisting posture is strongly associated with physical discomfort. Measurement of joint kinematics to assess physical exposure to injuries is important. However, using a single Kinect sensor to track the upper-limb joint angle trajectories dur...

  • Article
  • Open Access
9 Citations
4,021 Views
14 Pages

9 October 2022

A coarse-to-fine multi-view stereo network with Transformer (MVS-T) is proposed to solve the problems of sparse point clouds and low accuracy in reconstructing 3D scenes from low-resolution multi-view images. The network uses a coarse-to-fine strateg...

  • Article
  • Open Access
8 Citations
5,564 Views
17 Pages

9 October 2022

The fusion of light detection and ranging (LiDAR) and inertial measurement unit (IMU) sensing information can effectively improve the environment modeling and localization accuracy of navigation systems. To realize the spatiotemporal unification of d...

  • Article
  • Open Access
5 Citations
3,617 Views
14 Pages

Electrotactile Communication via Matrix Electrode Placed on the Torso Using Fast Calibration, and Static vs. Dynamic Encoding

  • Jovana Malešević,
  • Miloš Kostić,
  • Fabricio A. Jure,
  • Erika G. Spaich,
  • Strahinja Došen,
  • Vojin Ilić,
  • Goran Bijelić and
  • Matija Štrbac

9 October 2022

Electrotactile stimulation is a technology that reproducibly elicits tactile sensations and can be used as an alternative channel to communicate information to the user. The presented work is a part of an effort to develop this technology into an uno...

  • Article
  • Open Access
36 Citations
4,144 Views
16 Pages

9 October 2022

Alzheimer’s disease is dementia that impairs one’s thinking, behavior, and memory. It starts as a moderate condition affecting areas of the brain that make it challenging to retain recently learned information, causes mood swings, and cau...

  • Article
  • Open Access
7 Citations
2,380 Views
15 Pages

9 October 2022

The functionalization of internal resonance (IR) is theoretically and experimentally demonstrated on a nonlinear hybrid vibration energy harvester (HVEH) based on piezoelectric (PE) and electromagnetic (EM) transductions. This nonlinear phenomenon is...

  • Article
  • Open Access
1 Citations
2,355 Views
13 Pages

9 October 2022

The multi-path ultrasonic flowmeter is widely used in engineering practice, and the flow algorithm is important for its accuracy. The least-squares estimation method is simple and efficient and has good engineering application value. In practical app...

  • Article
  • Open Access
3 Citations
1,916 Views
14 Pages

9 October 2022

This article presents a novel optimization algorithm for large array thinning. The algorithm is based on Discrete Particle Swarm Optimization (DPSO) integrated with some different search strategies. It utilizes a global learning strategy to improve t...

  • Article
  • Open Access
19 Citations
7,468 Views
30 Pages

9 October 2022

This paper examines the large-scale path loss models for an indoor corridor environment at frequencies of 28 and 38 GHz. The measurement environment consists of an indoor corridor with both line-of-sight (LOS) and non-line of sight (NLOS) scenarios u...

  • Article
  • Open Access
6 Citations
3,248 Views
13 Pages

Optical Strain Gauge Prototype Based on a High Sensitivity Balloon-like Interferometer and Additive Manufacturing

  • Victor H. R. Cardoso,
  • Paulo Caldas,
  • Maria Thereza R. Giraldi,
  • Orlando Frazão,
  • João C. W. Albuquerque Costa and
  • José Luís Santos

9 October 2022

An optical strain gauge based on a balloon-like interferometer structure formed by a bent standard single-mode fiber combined with a 3D printer piece has been presented and demonstrated, which can be used to measure displacement. The interferometer h...

  • Article
  • Open Access
1 Citations
3,601 Views
11 Pages

9 October 2022

In this work, we combine some of the most relevant artificial intelligence (AI) techniques with a range-resolved interferometry (RRI) instrument applied to the maintenance of a wind turbine. This method of automatic and autonomous learning can identi...

  • Article
  • Open Access
29 Citations
6,550 Views
20 Pages

Using Machine Learning for Dynamic Authentication in Telehealth: A Tutorial

  • Mehdi Hazratifard,
  • Fayez Gebali and
  • Mohammad Mamun

9 October 2022

Telehealth systems have evolved into more prevalent services that can serve people in remote locations and at their homes via smart devices and 5G systems. Protecting the privacy and security of users is crucial in such online systems. Although there...

  • Article
  • Open Access
5 Citations
3,079 Views
20 Pages

Study on the Classification of Metal Objects by a Fluxgate Magnetometer Cube Structure

  • Songtong Han,
  • Bo Zhang,
  • Zhu Wen,
  • Chunwei Zhang and
  • Yong He

9 October 2022

After wars, some unexploded bombs remained underground, and these faulty bombs seriously threaten the safety of people. The ability to accurately identify targets is crucial for subsequent mining work. A deep learning algorithm is used to recognize t...

  • Article
  • Open Access
23 Citations
3,108 Views
16 Pages

9 October 2022

Adjacent tunnel construction and environmental disturbances can lead to longitudinal deformation in pipe-jacking tunnels. The longitudinal deformation of the tunnel is closely related to the occurrence of joint dislocation, joint opening, and other d...

  • Article
  • Open Access
3 Citations
2,595 Views
19 Pages

9 October 2022

This paper presents a method to include unmodeled dynamics of load or a robot’s end-effector into algorithms for collision detection or general understanding of a robot’s operation context. The approach relies on the application of a prev...

  • Article
  • Open Access
4 Citations
2,850 Views
19 Pages

A PID-Based kNN Query Processing Algorithm for Spatial Data

  • Baiyou Qiao,
  • Ling Ma,
  • Linlin Chen and
  • Bing Hu

9 October 2022

As a popular spatial operation, the k-Nearest Neighbors (kNN) query is widely used in various spatial application systems. How to efficiently process a kNN query on spatial big data has always been an important research topic in the field of spatial...

  • Article
  • Open Access
5 Citations
3,206 Views
15 Pages

9 October 2022

Continuous-wave doppler radar, which has the advantages of simple structure, low cost, and low power consumption, has attracted extensive attention in the detection of human vital signs. However, while respiration and heartbeat signals are mixed in t...

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