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Sensors, Volume 23, Issue 12

2023 June-2 - 414 articles

Cover Story: By taking soil moisture as a proxy in modelling, a neural network is designed to capture the impact factors of soil water storage capacity and their non-linear interaction in an implicit manner without knowing the underlying soil hydrologic processes. An internal vector of the proposed neural network assimilates the soil moisture response to meteorological conditions and is regulated as the profile of the soil water storage capacity. In contrast to static single value indicators, the profile vector can describe the amount of water that a soil can hold under various moisture levels over a range of time periods. Moreover, the trained model can be deployed as an alternative to expensive sensor networks for continuous soil moisture monitoring. View this paper
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Articles (414)

  • Article
  • Open Access
6 Citations
2,647 Views
12 Pages

Proof of Concept Testing of Safe Patient Handling Intervention Using Wearable Sensor Technology

  • Michael Callihan,
  • Brylan Somers,
  • Dhruv Dinesh,
  • Lauren Aldred,
  • Kaitlyn Clamp,
  • Alyssa Treglown,
  • Cole Custred,
  • Kathryn Porteous and
  • Emily Szukala

20 June 2023

Background: Healthcare workers make up one of the occupations in the United States that experience the most musculoskeletal injuries. These injuries are often related to the movement and repositioning of patients. Despite previous injury prevention a...

  • Article
  • Open Access
1 Citations
2,318 Views
24 Pages

Wideband TDoA Positioning Exploiting RSS-Based Clustering

  • Andreas Fuchs,
  • Lukas Wielandner,
  • Daniel Neunteufel,
  • Holger Arthaber and
  • Klaus Witrisal

20 June 2023

The accuracy of radio-based positioning is heavily influenced by a dense multipath (DM) channel, leading to poor position accuracy. The DM affects both time of flight (ToF) measurements extracted from wideband (WB) signals—specifically, if the...

  • Article
  • Open Access
8 Citations
3,805 Views
18 Pages

20 June 2023

The complex backgrounds of satellite videos and serious interference from noise and pseudo-motion targets make it difficult to detect and track moving vehicles. Recently, researchers have proposed road-based constraints to remove background interfere...

  • Communication
  • Open Access
4 Citations
2,928 Views
12 Pages

20 June 2023

Point cloud registration plays a crucial role in 3D mapping and localization. Urban scene point clouds pose significant challenges for registration due to their large data volume, similar scenarios, and dynamic objects. Estimating the location by ins...

  • Article
  • Open Access
6 Citations
3,583 Views
27 Pages

20 June 2023

This paper presents a method for the identification of control-related signal paths dedicated to a semi-active suspension with MR (magnetorheological) dampers, which are installed in place of standard shock absorbers. The main challenge comes from th...

  • Article
  • Open Access
2 Citations
2,620 Views
15 Pages

Two-Stream Network One-Class Classification Model for Defect Inspections

  • Seunghun Lee,
  • Chenglong Luo,
  • Sungkwan Lee and
  • Hoeryong Jung

20 June 2023

Defect inspection is important to ensure consistent quality and efficiency in industrial manufacturing. Recently, machine vision systems integrating artificial intelligence (AI)-based inspection algorithms have exhibited promising performance in vari...

  • Article
  • Open Access
8 Citations
4,616 Views
15 Pages

High-Dynamic-Range Tone Mapping in Intelligent Automotive Systems

  • Ivana Shopovska,
  • Ana Stojkovic,
  • Jan Aelterman,
  • David Van Hamme and
  • Wilfried Philips

20 June 2023

Intelligent driver assistance systems are becoming increasingly popular in modern passenger vehicles. A crucial component of intelligent vehicles is the ability to detect vulnerable road users (VRUs) for an early and safe response. However, standard...

  • Article
  • Open Access
20 Citations
3,947 Views
34 Pages

20 June 2023

Vehicular ad hoc networks (VANETs) are used for improving traffic efficiency and road safety. However, VANETs are vulnerable to various attacks from malicious vehicles. Malicious vehicles can disrupt the normal operation of VANET applications by broa...

  • Article
  • Open Access
1 Citations
2,130 Views
24 Pages

Metaheuristic for Optimal Dynamic K-Coloring Application on Band Sharing for Automotive Radars

  • Sylvain Roudiere,
  • Vincent Martinez,
  • Pierre Maréchal and
  • Daniel Delahaye

20 June 2023

The number of vehicles equipped with radars on the road has been increasing for years and is expected to reach 50% of cars by 2030. This rapid rise in radars will likely increase the risk of harmful interference, especially since radar specifications...

  • Article
  • Open Access
3 Citations
3,308 Views
26 Pages

20 June 2023

Rolling noise is a significant contributor to railway noise. Wheel and rail roughness are decisive for the emitted noise level. An optical measurement method installed on a moving train is suitable for closer monitoring of the rail surface condition....

  • Article
  • Open Access
8 Citations
2,590 Views
18 Pages

20 June 2023

Breast cancer patients undergoing neoadjuvant chemotherapy (NAC) require precise and accurate evaluation of treatment response. Residual cancer burden (RCB) is a prognostic tool widely used to estimate survival outcomes in breast cancer. In this stud...

  • Article
  • Open Access
4 Citations
3,131 Views
27 Pages

Role of Reference Frames for a Safe Human–Robot Interaction

  • Alberto Borboni,
  • Roberto Pagani,
  • Samuele Sandrini,
  • Giuseppe Carbone and
  • Nicola Pellegrini

20 June 2023

Safety plays a key role in human–robot interactions in collaborative robot (cobot) applications. This paper provides a general procedure to guarantee safe workstations allowing human operations, robot contributions, the dynamical environment, a...

  • Article
  • Open Access
2,334 Views
16 Pages

Note on Coarse Alignment of Gyro-Free Inertial Navigation System

  • Heyone Kim,
  • Jae-Hoon Son,
  • Sang-Heon Oh and
  • Dong-Hwan Hwang

20 June 2023

In this note, the feasibility of initial alignment of a gyro-free inertial navigation system (GF-INS) is investigated. Initial roll and initial pitch are obtained using leveling of conventional INS since centripetal acceleration is very small. The eq...

  • Article
  • Open Access
18 Citations
3,521 Views
20 Pages

20 June 2023

The complexity of the underwater environment enables significant energy consumption of sensor nodes for communication with base stations in underwater wireless sensor networks (UWSNs), and the energy consumption of nodes in different water depths is...

  • Article
  • Open Access
5 Citations
2,141 Views
14 Pages

20 June 2023

In a system where wind farms are connected to the grid via a bipolar flexible DC transmission, the occurrence of a short-time fault at one of the poles results in the active power emitted by the wind farm being transmitted through the non-faulty pole...

  • Article
  • Open Access
3 Citations
2,765 Views
18 Pages

A Study on the Influence of Sensors in Frequency and Time Domains on Context Recognition

  • Pedro de Souza,
  • Diógenes Silva,
  • Isabella de Andrade,
  • Júlia Dias,
  • João Paulo Lima,
  • Veronica Teichrieb,
  • Jonysberg P. Quintino,
  • Fabio Q. B. da Silva and
  • Andre L. M. Santos

20 June 2023

Adaptive AI for context and activity recognition remains a relatively unexplored field due to difficulty in collecting sufficient information to develop supervised models. Additionally, building a dataset for human context activities “in the wi...

  • Article
  • Open Access
1 Citations
2,549 Views
20 Pages

20 June 2023

This study highlights hyperspectral infrared observations from the Marine-Atmospheric Emitted Radiance Interferometer (M-AERI) collected as part of the Department of Energy (DOE) Atmospheric Radiation Measurement (ARM) Mobile Facility (AMF) deploymen...

  • Article
  • Open Access
1 Citations
2,073 Views
19 Pages

20 June 2023

In recent years, point cloud-based 3D object detection has seen tremendous success. Previous point-based methods use Set Abstraction (SA) to sample the key points and abstract their features, which did not fully take density variation into considerat...

  • Review
  • Open Access
11 Citations
5,983 Views
26 Pages

Estimation of Physiologic Pressures: Invasive and Non-Invasive Techniques, AI Models, and Future Perspectives

  • Sharanya Manga,
  • Neha Muthavarapu,
  • Renisha Redij,
  • Bhavana Baraskar,
  • Avneet Kaur,
  • Sunil Gaddam,
  • Keerthy Gopalakrishnan,
  • Rutuja Shinde,
  • Anjali Rajagopal and
  • Shivaram P. Arunachalam
  • + 7 authors

20 June 2023

The measurement of physiologic pressure helps diagnose and prevent associated health complications. From typical conventional methods to more complicated modalities, such as the estimation of intracranial pressures, numerous invasive and noninvasive...

  • Article
  • Open Access
5 Citations
4,129 Views
20 Pages

Design and Experiment of Capacitive Rice Online Moisture Detection Device

  • Wensheng Sun,
  • Lin Wan,
  • Gang Che,
  • Ping Xu,
  • Hongchao Wang and
  • Tianqi Qu

20 June 2023

To solve the problems of poor stability and low monitoring precision in the online detection of rice moisture in the drying tower, we designed an online detection device for rice moisture at the outlet of the drying tower. The structure of a tri-plat...

  • Article
  • Open Access
21 Citations
6,158 Views
15 Pages

Smart Chemical Sensor and Biosensor Networks for Healthcare 4.0

  • Lawrence He,
  • Mark Eastburn,
  • James Smirk and
  • Hong Zhao

20 June 2023

Driven by technological advances from Industry 4.0, Healthcare 4.0 synthesizes medical sensors, artificial intelligence (AI), big data, the Internet of things (IoT), machine learning, and augmented reality (AR) to transform the healthcare sector. Hea...

  • Review
  • Open Access
19 Citations
6,519 Views
40 Pages

20 June 2023

Cardiovascular diseases kill 18 million people each year. Currently, a patient’s health is assessed only during clinical visits, which are often infrequent and provide little information on the person’s health during daily life. Advances...

  • Article
  • Open Access
12 Citations
5,608 Views
23 Pages

20 June 2023

Identifying lane markings is a key technology in assisted driving and autonomous driving. The traditional sliding window lane detection algorithm has good detection performance in straight lanes and curves with small curvature, but its detection and...

  • Article
  • Open Access
8 Citations
6,780 Views
16 Pages

StethAid: A Digital Auscultation Platform for Pediatrics

  • Youness Arjoune,
  • Trong N. Nguyen,
  • Tyler Salvador,
  • Anha Telluri,
  • Jonathan C. Schroeder,
  • Robert L. Geggel,
  • Joseph W. May,
  • Dinesh K. Pillai,
  • Stephen J. Teach and
  • Raj Shekhar
  • + 2 authors

20 June 2023

(1) Background: Mastery of auscultation can be challenging for many healthcare providers. Artificial intelligence (AI)-powered digital support is emerging as an aid to assist with the interpretation of auscultated sounds. A few AI-augmented digital s...

  • Article
  • Open Access
10 Citations
7,598 Views
14 Pages

Optical Diffractive Convolutional Neural Networks Implemented in an All-Optical Way

  • Yaze Yu,
  • Yang Cao,
  • Gong Wang,
  • Yajun Pang and
  • Liying Lang

20 June 2023

Optical neural networks can effectively address hardware constraints and parallel computing efficiency issues inherent in electronic neural networks. However, the inability to implement convolutional neural networks at the all-optical level remains a...

  • Article
  • Open Access
6 Citations
2,138 Views
26 Pages

20 June 2023

Wearable computing has garnered a lot of attention due to its various advantages, including automatic recognition and categorization of human actions from sensor data. However, wearable computing environments can be fragile to cyber security attacks...

  • Article
  • Open Access
7 Citations
4,424 Views
10 Pages

20 June 2023

An innovative optical frequency-domain reflectometry (OFDR)-based distributed temperature sensing method is proposed that utilizes a Rayleigh backscattering enhanced fiber (RBEF) as the sensing medium. The RBEF features randomly high backscattering p...

  • Article
  • Open Access
9 Citations
4,477 Views
17 Pages

20 June 2023

In the ultrasonic welding system, the ultrasonic power supply drives the piezoelectric transducer to work in the resonant state to realize the conversion of electrical energy into mechanical energy. In order to obtain stable ultrasonic energy and ens...

  • Article
  • Open Access
7 Citations
4,341 Views
20 Pages

Analytical Models for Pose Estimate Variance of Planar Fiducial Markers for Mobile Robot Localisation

  • Roman Adámek,
  • Martin Brablc,
  • Patrik Vávra,
  • Barnabás Dobossy,
  • Martin Formánek and
  • Filip Radil

20 June 2023

Planar fiducial markers are commonly used to estimate a pose of a camera relative to the marker. This information can be combined with other sensor data to provide a global or local position estimate of the system in the environment using a state est...

  • Article
  • Open Access
3 Citations
1,896 Views
14 Pages

Optimal Control Algorithm for Stochastic Systems with Parameter Drift

  • Xiaoyan Zhang,
  • Song Gao,
  • Chaobo Chen and
  • Jiaoru Huang

20 June 2023

A novel optimal control problem is considered for multiple input multiple output (MIMO) stochastic systems with mixed parameter drift, external disturbance and observation noise. The proposed controller can not only track and identify the drift param...

  • Article
  • Open Access
9 Citations
3,802 Views
19 Pages

20 June 2023

The synergic use of satellite data at moderate spatial resolution (i.e., 20–30 m) from the new Collection 2 (C2) Landsat-8/9 (L8/9) Operational Land Imager (OLI) and Sentinel-2 (S2) Multispectral Instrument (MSI) provides a new perspective in t...

  • Article
  • Open Access
2 Citations
2,749 Views
15 Pages

Validity of Estimated Results from a Wearable Device for the Tests Time Up and Go and Sit to Stand in Young Adults and in People with Chronic Diseases

  • Kokouvi Geovani Agbohessou,
  • Stephanie Sahuguede,
  • Justine Lacroix,
  • Fadel Hamdan,
  • Emmanuel Conchon,
  • Yannick Dumas,
  • Anne Julien-Vergonjanne and
  • Stephane Mandigout

20 June 2023

Background: Health care professionals need a valid tool to assess the physical ability of patients with chronic diseases. We aimed to assess the validity of the results of physical fitness tests estimated by a wrist wearable device in young adults an...

  • Article
  • Open Access
21 Citations
4,179 Views
20 Pages

Deep-Learning-Based Classification of Digitally Modulated Signals Using Capsule Networks and Cyclic Cumulants

  • John A. Snoap,
  • Dimitrie C. Popescu,
  • James A. Latshaw and
  • Chad M. Spooner 

20 June 2023

This paper presents a novel deep-learning (DL)-based approach for classifying digitally modulated signals, which involves the use of capsule networks (CAPs) together with the cyclic cumulant (CC) features of the signals. These were blindly estimated...

  • Article
  • Open Access
19 Citations
6,383 Views
17 Pages

Methods of Passenger Ride Comfort Evaluation—Tests for Metro Cars

  • Róża Wawryszczuk,
  • Ewa Kardas-Cinal,
  • Jerzy Lejk and
  • Marek Sokołowski

20 June 2023

Ride comfort is one of the key issues in passenger transport. Its level depends on many factors related to both environmental factors and individual human characteristics. Ensuring good travel conditions translates into higher quality transport servi...

  • Article
  • Open Access
6 Citations
2,519 Views
20 Pages

20 June 2023

In a smart city, sensors are essential elements—the source of up-to-date traffic information. This article deals with magnetic sensors connected to wireless sensor networks (WSNs). They have a low investment cost, a long lifetime, and easy inst...

  • Feature Paper
  • Article
  • Open Access
7 Citations
3,366 Views
16 Pages

20 June 2023

Research on healthcare and body monitoring has increased in recent years, with respiratory data being one of the most important factors. Respiratory measurements can help prevent diseases and recognize movements. Therefore, in this study, we measured...

  • Article
  • Open Access
2 Citations
2,523 Views
18 Pages

System for Detecting Learner Stuck in Programming Learning

  • Hiroki Oka,
  • Ayumi Ohnishi,
  • Tsutomu Terada and
  • Masahiko Tsukamoto

20 June 2023

Getting stuck is an inevitable part of learning programming. Long-term stuck decreases the learner’s motivation and learning efficiency. The current approach to supporting learning in lectures involves teachers finding students who are getting...

  • Article
  • Open Access
1 Citations
2,184 Views
20 Pages

Correlative Method for Diagnosing Gas-Turbine Tribological Systems

  • Maciej Deliś,
  • Sylwester Kłysz and
  • Radoslaw Przysowa

20 June 2023

Lubricated tribosystems such as main-shaft bearings in gas turbines have been successfully diagnosed by oil sampling for many years. In practice, the interpretation of wear debris analysis results can pose a challenge due to the intricate structure o...

  • Article
  • Open Access
2 Citations
2,251 Views
19 Pages

20 June 2023

Dielectric logging is a critical method for exploring and developing complex oil and gas reservoirs, such as tight reservoirs, low-resistivity contrast reservoirs, and shale oil and gas reservoirs. The sensitivity function is extended to high-frequen...

  • Article
  • Open Access
14 Citations
3,338 Views
18 Pages

20 June 2023

Wireless Sensor Networks (WSNs) have been adopted in various environmental pollution monitoring applications. As an important environmental field, water quality monitoring is a vital process to ensure the sustainable, important feeding of and as a li...

  • Article
  • Open Access
4 Citations
2,896 Views
30 Pages

Joint Model-Order and Robust DoA Estimation for Underwater Sensor Arrays

  • Umar Hamid,
  • Shurjeel Wyne and
  • Naveed Razzaq Butt

20 June 2023

The direction-of-arrival (DoA) estimation algorithms have a fundamental role in target bearing estimation by sensor array systems. Recently, compressive sensing (CS)-based sparse reconstruction techniques have been investigated for DoA estimation due...

  • Review
  • Open Access
32 Citations
9,175 Views
28 Pages

Machine Learning-Based Sensor Data Fusion for Animal Monitoring: Scoping Review

  • Carlos Alberto Aguilar-Lazcano,
  • Ismael Edrein Espinosa-Curiel,
  • Jorge Alberto Ríos-Martínez,
  • Francisco Alejandro Madera-Ramírez and
  • Humberto Pérez-Espinosa

20 June 2023

The development of technology, such as the Internet of Things and artificial intelligence, has significantly advanced many fields of study. Animal research is no exception, as these technologies have enabled data collection through various sensing de...

  • Article
  • Open Access
4 Citations
4,174 Views
24 Pages

A Developed Jerk Sensor for Seismic Vibration Measurements: Modeling, Simulation and Experimental Verification

  • Mostafa M. Geriesh,
  • Ahmed M. R. Fath El-Bab,
  • Wael Khair-Eldeen,
  • Hassan A. Mohamadien and
  • Mohsen A. Hassan

20 June 2023

Acceleration-based sensors are widely used in indicating the severity of damage caused to structural buildings during dynamic events. The force rate of change is of interest when investigating the effect of seismic waves on structural elements, and h...

  • Article
  • Open Access
6 Citations
2,574 Views
22 Pages

20 June 2023

As an emerging network paradigm, the space–air–ground integrated network (SAGIN) has garnered attention from academia and industry. That is because SAGIN can implement seamless global coverage and connections among electronic devices in s...

  • Article
  • Open Access
27 Citations
2,994 Views
26 Pages

19 June 2023

Recently, unmanned aerial vehicles (UAVs) have emerged as a viable solution for data collection from remote Internet of Things (IoT) applications. However, the successful implementation in this regard necessitates the development of a reliable and en...

  • Article
  • Open Access
13 Citations
5,189 Views
18 Pages

19 June 2023

Distributed Acoustic Sensing (DAS) is a novel technology that uses fiber optics to sense and monitor vibrations. It has demonstrated immense potential for various applications, including seismology research, traffic vibration detection, structural he...

  • Article
  • Open Access
153 Citations
15,154 Views
18 Pages

Using Deep Learning Architectures for Detection and Classification of Diabetic Retinopathy

  • Cheena Mohanty,
  • Sakuntala Mahapatra,
  • Biswaranjan Acharya,
  • Fotis Kokkoras,
  • Vassilis C. Gerogiannis,
  • Ioannis Karamitsos and
  • Andreas Kanavos

19 June 2023

Diabetic retinopathy (DR) is a common complication of long-term diabetes, affecting the human eye and potentially leading to permanent blindness. The early detection of DR is crucial for effective treatment, as symptoms often manifest in later stages...

  • Article
  • Open Access
8 Citations
4,829 Views
18 Pages

Monitoring System for Operating Variables in Incubators in the Neonatology Service of a Highly Complex Hospital through the Internet of Things (IoT)

  • Pedro Antonio Aya-Parra,
  • Andres Jacob Rodriguez-Orjuela,
  • Viviana Rodriguez Torres,
  • Nidia Patricia Cordoba Hernandez,
  • Natalia Martinez Castellanos and
  • Jefferson Sarmiento-Rojas

19 June 2023

Background: Around 15 million premature babies are born annually, requiring specialized care. Incubators are vital for maintaining their body temperature, which is crucial for their well-being. Ensuring optimal conditions in incubators, including con...

  • Article
  • Open Access
5 Citations
3,455 Views
24 Pages

19 June 2023

In recent years, multi-robot control systems and service robots equipped with graphical computing have been introduced in various application scenarios. However, the long-term operation of VSLAM calculation leads to reduced energy efficiency of the r...

  • Article
  • Open Access
49 Citations
3,299 Views
17 Pages

19 June 2023

This paper presents a high-speed skeletonization algorithm for detecting the skeletons of linear objects from their binary images. The primary objective of our research is to achieve rapid extraction of the skeletons from binary images while maintain...

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