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Electronics, Volume 11, Issue 4

2022 February-2 - 167 articles

Cover Story: The robotics and manufacturing industry workflow has a high demand for a more natural human-robot interaction, especially when increasingly popular complex tasking scenarios, including human-robot and multi-robot collaboration, are considered. A natural and intuitive robot teaching method would help to circumvent the current time-consuming robot programming effort. This research project developed a vision-based positioning pen, which we called Solpen, to generate pose paths of six degrees of freedom (6-DoF) for vision-guided robotics applications which can achieve a millimeter dynamic accuracy within a meter working distance from the camera. From dynamic experiments conducted with a ChArUco board to exclusively verify the pen performance, the developed system is robust within its working range and achieves a minimum axis accuracy at approximately 0.8 mm. View this paper.
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Articles (167)

  • Article
  • Open Access
6 Citations
4,779 Views
27 Pages

17 February 2022

Stereoscopic photography was one of the main forms of visual communication in the second half of the 19th century. The experience of viewing stereoscopic photographs using stereoscopes is described as evoking memories of the past, feelings of presenc...

(This article belongs to the Special Issue LifeXR: Concepts, Technology and Design for Everyday XR)
  • Review
  • Open Access
9 Citations
3,170 Views
14 Pages

17 February 2022

Layered two-dimensional (2D) and quasi-zero-dimensional (0D) materials effectively absorb radiation in the wide ultraviolet, visible, infrared, and terahertz ranges. Photomemristive structures made of such low-dimensional materials are of great inter...

(This article belongs to the Section Artificial Intelligence Circuits and Systems (AICAS))
  • Article
  • Open Access
10 Citations
7,233 Views
18 Pages

Solpen: An Accurate 6-DOF Positioning Tool for Vision-Guided Robotics

  • Trung-Son Le,
  • Quoc-Viet Tran,
  • Xuan-Loc Nguyen and
  • Chyi-Yeu Lin

17 February 2022

A robot trajectory teaching system with a vision-based positioning pen, which we called Solpen, is developed to generate pose paths of six degrees of freedom (6-DoF) for vision-guided robotics applications such as welding, cutting, painting, or polis...

(This article belongs to the Collection Computer Vision and Pattern Recognition Techniques)
  • Correction
  • Open Access
2 Citations
2,294 Views
2 Pages

17 February 2022

The authors wish to make the following corrections to this paper [...]

(This article belongs to the Section Electrical and Autonomous Vehicles)
  • Article
  • Open Access
3 Citations
3,803 Views
31 Pages

16 February 2022

This paper proposes a hybrid converter with multiple sources for lithium battery charger applications. Since the output voltage of a lithium battery charger is very low, its charger needs a higher step-down voltage for a utility line source or a step...

(This article belongs to the Special Issue Electronic Devices on Intelligent IoT Applications)
  • Article
  • Open Access
8 Citations
4,544 Views
16 Pages

Soft Load Shedding Based Demand Control of Residential Consumers

  • Muhammad S. Gull,
  • Nasir Mehmood,
  • Huzaifa Rauf,
  • Muhammad Khalid and
  • Naveed Arshad

16 February 2022

Power generation and consumption is an instantaneous process and maintaining the balance between demand and supply is crucial since the demand and supply mismatch leads to various risks like over-investment, over-generation, under-generation, and the...

(This article belongs to the Special Issue Smart Grids and Internet of Things with Special Emphasis on Demand Response)
  • Article
  • Open Access
24 Citations
17,771 Views
17 Pages

IoT-Enabled Vehicle Speed Monitoring System

  • Shafi Ullah Khan,
  • Noor Alam,
  • Sana Ullah Jan and
  • In Soo Koo

16 February 2022

Millions of people lose their lives each year worldwide due to traffic law violations, specifically, over speeding. The existing systems fail to report most of such violations due to their respective flaws. For instance, speed guns work in isolation...

(This article belongs to the Special Issue Intelligent Transportation Systems (ITS), Volume II)
  • Article
  • Open Access
14 Citations
3,649 Views
13 Pages

Cryptographic Services Based on Elementary and Chaotic Cellular Automata

  • Erendira Corona-Bermúdez,
  • Juan Carlos Chimal-Eguía and
  • Germán Téllez-Castillo

16 February 2022

In this paper, a security framework based on cellular automata is proposed, which is composed of three parts: entity authentication, data encryption, and decryption. Authentication is based on a zero-knowledge protocol, and its robustness is supporte...

(This article belongs to the Section Networks)
  • Article
  • Open Access
8 Citations
3,567 Views
16 Pages

Blind Modulation Format Identification Based on Principal Component Analysis and Singular Value Decomposition

  • Jinkun Jiang,
  • Qi Zhang,
  • Xiangjun Xin,
  • Ran Gao,
  • Xishuo Wang,
  • Feng Tian,
  • Qinghua Tian,
  • Bingchun Liu and
  • Yongjun Wang

16 February 2022

As optical networks evolve towards flexibility and heterogeneity, various modulation formats are used to match different bandwidth requirements and channel conditions. For correct reception and efficient compensation, modulation format identification...

(This article belongs to the Section Networks)
  • Article
  • Open Access
43 Citations
6,541 Views
26 Pages

AEI-DNET: A Novel DenseNet Model with an Autoencoder for the Stock Market Predictions Using Stock Technical Indicators

  • Saleh Albahli,
  • Tahira Nazir,
  • Awais Mehmood,
  • Aun Irtaza,
  • Ali Alkhalifah and
  • Waleed Albattah

16 February 2022

Predicting stock market prices is an important and interesting task in academic and financial research. The volatile nature of the stock market means that predicting stock market prices is a challenging task. However, recent advancements in machine l...

(This article belongs to the Special Issue Recent Advanced Technologies and Applications of Smart Computing and Cyber Security)
  • Feature Paper
  • Review
  • Open Access
5 Citations
8,450 Views
43 Pages

16 February 2022

Electronic healthcare technology is widespread around the world and creates massive potential to improve clinical outcomes and transform care delivery. However, there are increasing concerns with respect to the cyber vulnerabilities of medical tools,...

(This article belongs to the Section Computer Science & Engineering)
  • Feature Paper
  • Article
  • Open Access
8 Citations
3,853 Views
19 Pages

Methodology to Differentiate Legume Species in Intercropping Agroecosystems Based on UAV with RGB Camera

  • Lorena Parra,
  • David Mostaza-Colado,
  • Jose F. Marin,
  • Pedro V. Mauri and
  • Jaime Lloret

16 February 2022

Mixed crops are one of the fundamental pillars of agroecological practices. Row intercropping is one of the mixed cropping options based on the combination of two or more species to reduce their impacts. Nonetheless, from a monitoring perspective, th...

(This article belongs to the Collection Electronics for Agriculture)
  • Article
  • Open Access
14 Citations
3,743 Views
23 Pages

Green Demand Aware Fog Computing: A Prediction-Based Dynamic Resource Provisioning Approach

  • Dk. Siti Nur Khadhijah Pg. Ali Kumar,
  • S. H. Shah Newaz,
  • Fatin Hamadah Rahman,
  • Gyu Myoung Lee,
  • Gour Karmakar and
  • Thien-Wan Au

16 February 2022

Fog computing could potentially cause the next paradigm shift by extending cloud services to the edge of the network, bringing resources closer to the end-user. With its close proximity to end-users and its distributed nature, fog computing can signi...

(This article belongs to the Section Computer Science & Engineering)
  • Editorial
  • Open Access
2 Citations
3,172 Views
3 Pages

Design of Ultra-Low Voltage/Power Circuits and Systems

  • Marco Lanuzza,
  • Raffaele De Rose and
  • Sebastiano Strangio

16 February 2022

Over the last years, the Internet of Things (IoT), wireless sensor networks and the emergence of other energy-constrained applications have pushed the demand for low-cost systems-on-chip solutions, entailing tight area and small power/voltage budgets...

(This article belongs to the Special Issue Design of Ultra-Low Voltage/Power Circuits and Systems)
  • Review
  • Open Access
18 Citations
6,891 Views
17 Pages

16 February 2022

Attention deficit hyperactivity disorder (ADHD) is a mental disorder most notable in children. The disease may affect the ability to focus and cause a physical and mental restlessness and risky behavior. Recommended treatment consists of stimulant ad...

(This article belongs to the Special Issue New Technologies for Biomedical Circuits and Systems)
  • Article
  • Open Access
6 Citations
2,899 Views
14 Pages

16 February 2022

Utilizing the measured distance and information exchanged between two different nodes to cooperatively locate in a mobile network has become a solution to replace global navigation satellite system (GNSS) positioning. However, the localization accura...

(This article belongs to the Collection Advance Technologies of Navigation for Intelligent Vehicles)
  • Article
  • Open Access
58 Citations
7,000 Views
13 Pages

16 February 2022

Epilepsy is a chronic neurological disease characterized by a large electrical explosion that is excessive and uncontrolled, as defined by the world health organization. It is an anomaly that affects people of all ages. An electroencephalogram (EEG)...

(This article belongs to the Special Issue Intelligent Data Sensing, Processing, Mining, and Communication)
  • Article
  • Open Access
1 Citations
4,963 Views
12 Pages

A Low-Cost Smart Digital Mixer System Based on Speech Recognition

  • Shin-Chi Lai,
  • Ying-Hsiu Hung,
  • Yi-Chang Zhu,
  • Szu-Ting Wang,
  • Ming-Hwa Sheu and
  • Wen-Ho Juang

16 February 2022

When a band is performing at a public occasion, certain sound effects are expected to be added to enliven the atmosphere. To achieve this effect, microphones and instruments are all connected to an audio mixer, then the expected audio output will be...

(This article belongs to the Special Issue Electronic Devices on Intelligent IoT Applications)
  • Article
  • Open Access
79 Citations
12,929 Views
14 Pages

Machine Learning for DDoS Attack Detection in Industry 4.0 CPPSs

  • Firooz B. Saghezchi,
  • Georgios Mantas,
  • Manuel A. Violas,
  • A. Manuel de Oliveira Duarte and
  • Jonathan Rodriguez

16 February 2022

The Fourth Industrial Revolution (Industry 4.0) has transformed factories into smart Cyber-Physical Production Systems (CPPSs), where man, product, and machine are fully interconnected across the whole supply chain. Although this digitalization bring...

(This article belongs to the Special Issue Design of Intelligent Intrusion Detection Systems)
  • Feature Paper
  • Article
  • Open Access
14 Citations
4,049 Views
15 Pages

An Overall Analysis of the Static Characteristics of the Single Active Bridge Converter

  • Alberto Rodriguez,
  • Javier Sebastian,
  • Diego G. Lamar,
  • Marta M. Hernando,
  • Iban Ayarzaguena,
  • Igor Larrazabal,
  • David Ortega,
  • Jose M. Bermejo and
  • Francisco Vazquez

15 February 2022

The dual active bridge (DAB) converter has been extensively analyzed and used in recent years for applications where bidirectional power flow is required. The unidirectional version of the DAB, which replaces the active output bridge with a diode bri...

(This article belongs to the Special Issue Power Converter Design, Control and Applications)
  • Article
  • Open Access
3 Citations
2,962 Views
13 Pages

A Novel Cooperative Transmission Scheme in UAV-Assisted Wireless Sensor Networks

  • Yue Zang,
  • Yuyang Peng,
  • Sangdon Park,
  • Han Hai,
  • Fawaz AL-Hazemi and
  • Mohammad Meraj Mirza

15 February 2022

In wireless sensor networks (WSNs), the efficiency of data transmission within a limited time is critical, especially for sensors designed with small batteries. In this paper, we design a cooperative transmission scheme with an energy-charging functi...

(This article belongs to the Special Issue Emerging Technologies for Next Generation Wireless Communication Systems)
  • Article
  • Open Access
9 Citations
3,514 Views
10 Pages

15 February 2022

With the substantial increase in spatio-temporal mobile traffic, reducing the network-level energy consumption while satisfying various quality-of-service (QoS) requirements has become one of the most important challenges facing six-generation (6G) w...

(This article belongs to the Section Microwave and Wireless Communications)
  • Article
  • Open Access
3 Citations
2,953 Views
12 Pages

Study on Resistant Hierarchical Fuzzy Neural Networks

  • Fengyu Gao,
  • Jer-Guang Hsieh,
  • Ying-Sheng Kuo and
  • Jyh-Horng Jeng

15 February 2022

Novel resistant hierarchical fuzzy neural networks are proposed in this study and their deep learning problems are investigated. These fuzzy neural networks can be used to model complex controlled plants and can also be used as fuzzy controllers. In...

(This article belongs to the Topic Data Science and Knowledge Discovery)
  • Article
  • Open Access
12 Citations
6,058 Views
21 Pages

15 February 2022

In recent years, the number of smart contracts running in the blockchain has increased rapidly, accompanied by many security problems, such as vulnerability propagation caused by code reuse or vicious transaction caused by malicious contract deployme...

(This article belongs to the Special Issue Recent Advanced Technologies and Applications of Smart Computing and Cyber Security)
  • Article
  • Open Access
11 Citations
4,573 Views
12 Pages

Research on Ultra-Low-Frequency Communication Based on the Rotating Shutter Antenna

  • Faxiao Sun,
  • Feng Zhang,
  • Xiaoya Ma,
  • Zhaoqian Gong,
  • Yicai Ji and
  • Guangyou Fang

15 February 2022

This paper proposes a rotating shutter antenna that can directly generate 2FSK signals in the ULF band and it is expected to be used as the transmitter for magnetic induction (MI) underground communication systems. The antenna was modeled using ANSYS...

(This article belongs to the Topic Antennas)
  • Feature Paper
  • Article
  • Open Access
2 Citations
3,481 Views
16 Pages

15 February 2022

In France, high-speed railway lines are powered by a 2 × 25 kV/50 Hz electrification system. The substations include two single-phase transformers connected to the high-voltage electrical transmission network on different pairs of phases accord...

(This article belongs to the Special Issue Railway Traction Power Supply)
  • Article
  • Open Access
3 Citations
2,532 Views
18 Pages

Control and Optimization of Lattice Converters

  • Zhiting Mei,
  • Jingyang Fang and
  • Stefan Goetz

15 February 2022

Multilevel converters continue their upward trend in renewable generation, electric vehicles, and power quality conditioning applications. Despite having satisfactory voltage capabilities, mainstream multilevel converters suffer from poor current sha...

(This article belongs to the Special Issue Power Quality Conditioning and Stability Enhancement of More-Electronics Power Systems)
  • Article
  • Open Access
15 Citations
5,933 Views
18 Pages

Explainable Computational Intelligence Model for Antepartum Fetal Monitoring to Predict the Risk of IUGR

  • Nida Aslam,
  • Irfan Ullah Khan,
  • Reem Fadel Aljishi,
  • Zahra Maher Alnamer,
  • Zahra Majed Alzawad,
  • Fatima Abdulmohsen Almomen and
  • Fatima Abbas Alramadan

15 February 2022

Intrauterine Growth Restriction (IUGR) is a restriction of the fetus that involves the abnormal growth rate of the fetus, and it has a huge impact on the new-born’s health. Machine learning (ML) algorithms can help in early prediction and discr...

(This article belongs to the Section Artificial Intelligence)
  • Feature Paper
  • Article
  • Open Access
39 Citations
10,800 Views
10 Pages

IoT-Based Human Fall Detection System

  • Osvaldo Ribeiro,
  • Luis Gomes and
  • Zita Vale

15 February 2022

Human falls are an issue that especially affects elderly people, resulting in permanent disabilities or even in the person’s death. Preventing human falls is a social desire, but it is almost impossible to achieve because it is not possible to...

(This article belongs to the Special Issue Advances in Sustainable Smart Cities and Territories)
  • Article
  • Open Access
12 Citations
2,998 Views
17 Pages

15 February 2022

Switched-mode power supplies (SMPSs) are a relevant and widespread source of unsymmetrical conducted emissions, as they feed various electrical appliances and information technology equipment in office and residential contexts and, despite their low...

(This article belongs to the Special Issue Electromagnetic Compatibility and Electromagnetic Interference in Power Electronic Converters)
  • Article
  • Open Access
7 Citations
2,672 Views
21 Pages

15 February 2022

With the development of consumer-grade drone products, drones have been good carriers for many IoT (Internet of Things) applications, especially as a part of edge computing to deliver things, collect data, or monitor objects. This paper develops a Un...

(This article belongs to the Section Networks)
  • Article
  • Open Access
2 Citations
2,618 Views
13 Pages

Performance Analysis of AF Cooperative Relaying Networks with SWIPT

  • Zih-Sin Wang,
  • Liang-Hung Lin,
  • Jyh-Horng Wen,
  • Yen-Ju Lin and
  • Chien-Erh Weng

15 February 2022

Cooperative communication networks have received more attention due to its ability to improve the signal quality of terminal devices by spatial diversity. Under recent advance in internet of things, In order to extend the service life of terminal dev...

(This article belongs to the Special Issue Selected Papers from 14th International Conference on Signal Processing and Communication Systems)
  • Article
  • Open Access
11 Citations
5,959 Views
25 Pages

15 February 2022

Vital for Space Situational Awareness, Initial Orbit Determination (IOD) may be used to initialize object tracking and associate observations with a tracked satellite. Classical IOD algorithms provide only a point solution and are sensitive to noisy...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
3 Citations
2,531 Views
11 Pages

Simplistic, Efficient, and Low-Cost Crack Detection of Dielectric Materials Based on Millimeter-Wave Interference

  • Liangping Chen,
  • Liangjie Bi,
  • Yong Yin,
  • Yu Qin,
  • Minsheng Song,
  • Bin Wang,
  • Hailong Li and
  • Lin Meng

15 February 2022

This paper proposes a simplistic, efficient, and low-cost method of millimeter-wave nondestructive testing (NDT) of dielectric material cracks based on millimeter-wave interference. A relationship between combining efficiency, phase difference, and a...

(This article belongs to the Topic Advanced Systems Engineering: Theory and Applications)
  • Review
  • Open Access
43 Citations
12,167 Views
24 Pages

Recent Developments and Challenges on Beam Steering Characteristics of Reconfigurable Transmitarray Antennas

  • Qasim Ali,
  • Waseem Shahzad,
  • Iftikhar Ahmad,
  • Shozab Safiq,
  • Xi Bin,
  • Syed Muzahir Abbas and
  • Houjun Sun

15 February 2022

This paper highlights recent developments and challenges on beam steering characteristics of reconfigurable transmitarray antennas. It introduces the operating principle of beam forming/beam steering high gain transmitarray antennas to enable the use...

(This article belongs to the Special Issue Disruptive Antenna Technologies Making 5G a Reality)
  • Review
  • Open Access
39 Citations
10,797 Views
30 Pages

15 February 2022

Compressed sensing (CS) and its medical applications are active areas of research. In this paper, we review recent works using deep learning method to solve CS problem for images or medical imaging reconstruction including computed tomography (CT), m...

(This article belongs to the Special Issue Machine Learning for Medical Imaging Processing)
  • Article
  • Open Access
29 Citations
7,427 Views
16 Pages

15 February 2022

Children are a country’s most valuable asset. Educating them and bringing them into society is one of the most fundamental tasks of a nation. The disadvantageous position that individuals with a disability are exposed to shows the importance of...

(This article belongs to the Special Issue Digital Transformation Implementations: Challenges and Solutions)
  • Article
  • Open Access
2,471 Views
12 Pages

A Hierarchical Machine Learning Solution for the Non-Invasive Diagnostic of Autonomic Dysreflexia

  • Nagore Sagastibeltza,
  • Asier Salazar-Ramirez,
  • Ainhoa Yera,
  • Raquel Martinez,
  • Javier Muguerza,
  • Nora Civicos Sanchez and
  • Maria Angeles Acera Gil

15 February 2022

More than half of patients with high spinal cord injury (SCI) suffer from episodes of autonomic dysreflexia (AD), a condition that can lead to lethal situations, such as cerebral haemorrhage, if not treated correctly. Clinicians assess AD using clini...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
4 Citations
2,738 Views
15 Pages

15 February 2022

The joint integrated probabilistic data association (JIPDA) algorithm is widely used for the automatic tracking of multiple targets, but it has the well-known problem of track coalescence. By optimizing the posterior density, the accuracy of the targ...

(This article belongs to the Special Issue Applications of Computational Intelligence)
  • Review
  • Open Access
34 Citations
8,839 Views
25 Pages

A Review of Improvements in Power System Flexibility: Implementation, Operation and Economics

  • Umar Taiwo Salman,
  • Saifullah Shafiq,
  • Fahad S. Al-Ismail and
  • Muhammad Khalid

15 February 2022

This study presents a literature review on the concept of power system flexibility in terms of its definition, indices, algorithms, implementation, economic impacts, operational impacts, and security. Although there are tremendous reviews on this sub...

(This article belongs to the Special Issue Power System Simulation with Renewable Power: Protection, Optimization and Control)
  • Article
  • Open Access
3 Citations
2,972 Views
14 Pages

Predictive Analysis of COVID-19 Symptoms in Social Networks through Machine Learning

  • Clístenes Fernandes da Silva,
  • Arnaldo Candido Junior and
  • Rui Pedro Lopes

15 February 2022

Social media is a great source of data for analyses, since they provide ways for people to share emotions, feelings, ideas, and even symptoms of diseases. By the end of 2019, a global pandemic alert was raised, relative to a virus that had a high con...

(This article belongs to the Special Issue 10th Anniversary of Electronics: Recent Advances in Computer Science & Engineering)
  • Article
  • Open Access
4,355 Views
12 Pages

14 February 2022

Recent healthcare systems based on human body communication (HBC) require human interaction sensors. Due to the conductive properties of the human body, capacitive sensors are most widely known and are applied to many electronic gadgets for communica...

(This article belongs to the Topic Wireless Sensor Networks)
  • Article
  • Open Access
13 Citations
5,425 Views
18 Pages

Case of Study in Online Course of Computer Engineering during COVID-19 Pandemic

  • Paula Lamo,
  • Mikel Perales and
  • Luis de-la-Fuente-Valentín

14 February 2022

Practical activities and laboratories, where the students handle hardware devices, are an important part of the curriculum in STEAM degrees. In face-to-face learning, the students go to a specific classroom where the hardware is available. However, l...

(This article belongs to the Special Issue Mobile Learning and Technology Enhanced Learning during COVID-19)
  • Article
  • Open Access
3 Citations
2,724 Views
11 Pages

Multi-Carrier Signal Recognition Method Based on Multi-Feature Input and Hybrid Training Neural Network

  • Shanshan Li,
  • Yi Cui,
  • Qi Zhang,
  • Zhipei Li,
  • Ran Gao,
  • Feng Tian,
  • Qinghua Tian,
  • Bingchun Liu,
  • Jinkun Jiang and
  • Xiangjun Xin
  • + 1 author

14 February 2022

In order to achieve automatic identification of modulation formats in orthogonal frequency division multiplexing (OFDM) subcarrier signals, a recognition method based on multiple feature inputs and a Hybrid Training Neural Network (HTNN) is proposed,...

(This article belongs to the Section Networks)
  • Article
  • Open Access
24 Citations
7,034 Views
13 Pages

A Light-Weight CNN for Object Detection with Sparse Model and Knowledge Distillation

  • Jing-Ming Guo,
  • Jr-Sheng Yang,
  • Sankarasrinivasan Seshathiri and
  • Hung-Wei Wu

14 February 2022

This study details the development of a lightweight and high performance model, targeting real-time object detection. Several designed features were integrated into the proposed framework to accomplish a light weight, rapid execution, and optimal per...

(This article belongs to the Collection Image and Video Analysis and Understanding)
  • Feature Paper
  • Article
  • Open Access
3 Citations
2,758 Views
18 Pages

Towards the Prioritised Use of Transportation Infrastructures: The Case of Vehicle-Specific Dynamic Access Restrictions in City Centres

  • Holger Billhardt,
  • Alberto Fernández,
  • Pasqual Martí,
  • Javier Prieto Tejedor and
  • Sascha Ossowski

14 February 2022

One of the main problems that local authorities of large cities have to face is the regulation of urban mobility. They need to provide the means to allow for the efficient movement of people and distribution of goods. However, the provisioning of tra...

(This article belongs to the Special Issue Advances in Sustainable Smart Cities and Territories)
  • Article
  • Open Access
4 Citations
3,155 Views
22 Pages

14 February 2022

Exploration in unknown dynamic environments is a challenging problem in an AI system, and current techniques tend to produce irrational exploratory behaviours and fail in obstacle avoidance. To this end, we present a three-tiered hierarchical and mod...

(This article belongs to the Special Issue Recent Advances in Motion Planning and Control of Autonomous Vehicles)
  • Article
  • Open Access
45 Citations
12,830 Views
15 Pages

On-Device Training of Machine Learning Models on Microcontrollers with Federated Learning

  • Nil Llisterri Giménez,
  • Marc Monfort Grau,
  • Roger Pueyo Centelles and
  • Felix Freitag

14 February 2022

Recent progress in machine learning frameworks has made it possible to now perform inference with models using cheap, tiny microcontrollers. Training of machine learning models for these tiny devices, however, is typically done separately on powerful...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
5 Citations
2,553 Views
13 Pages

An Effective Clustering Algorithm for the Low-Quality Image of Integrated Circuits via High-Frequency Texture Components Extraction

  • Zexiao Liang,
  • Guoliang Tan,
  • Chen Sun,
  • Jianzhong Li,
  • Lijun Zhang,
  • Xiaoming Xiong and
  • Yuan Liu

14 February 2022

Verification is one of the core steps in integrated circuits (ICs) manufacturing due to the multifarious defects and malicious hardware Trojans (HTs). In most cases, the effectiveness of the detection relies on the quality of the sample images of ICs...

(This article belongs to the Special Issue VLSI Circuits & Systems Design)
  • Article
  • Open Access
4 Citations
3,308 Views
28 Pages

Reliable and Low-Power Communications System Based on IR-UWB for Offshore Wind Turbines

  • Aitor Guisasola,
  • Ainhoa Cortés,
  • Javier Cejudo,
  • Astrid da Silva,
  • Markos Losada and
  • Paul Bustamante

14 February 2022

In this paper, we propose the design of a low-power wireless sensor network architecture that enables robust communications inside offshore wind turbines. This research work is in the scope of the WATEREYE EU Project, where we have designed a corrosi...

(This article belongs to the Section Microwave and Wireless Communications)

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Electronics - ISSN 2079-9292