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Throughput Maximization Using Deep Complex Networks for Industrial Internet of Things [PDF]

open access: yesSensors, 2023
The high-density Industrial Internet of Things needs to meet the requirements of high-density device access and massive data transmission, which requires the support of multiple-input multiple-output (MIMO) antenna cognitive systems to keep high ...
Danfeng Sun   +4 more
doaj   +2 more sources

Robust Adaptive Observer-Based Predictive Control for a Non-Linear Delayed Bilateral Teleoperation System

open access: yesIEEE Access, 2022
In this paper, a new robust adaptive nonlinear teleoperation system using an improved extended active observer (IEAOB), adaptive Smith predictor (ASP) and sliding mode control is developed to address the time delay in the communication channels and the ...
Linping Chan   +3 more
doaj   +1 more source

Tool Remaining Useful Life Prediction Method Based on Multi-Sensor Fusion under Variable Working Conditions

open access: yesMachines, 2022
Under variable working conditions, the tool status signal is affected by changing machine processing parameters, resulting in a decreased prediction accuracy of the remaining useful life (RUL).
Qingqing Huang   +5 more
doaj   +1 more source

An Aggregative High-Order Singular Value Decomposition Method in Edge Computing

open access: yesIEEE Access, 2020
In edge computing, for dimensionality reduction and core data extraction, both edge computing node (ECN) and cloud server may implement a high-order singular value decomposition (HOSVD) algorithm before data are passed to local computing models. However,
Junhua Chen   +3 more
doaj   +1 more source

Tool Wear Prediction Based on a Multi-Scale Convolutional Neural Network with Attention Fusion

open access: yesInformation, 2022
Compared with traditional machine learning algorithms, the convolutional neural network (CNN) has an excellent automatic feature learning ability and can complete the nonlinear representation from original data input to output by itself. However, the CNN
Qingqing Huang   +4 more
doaj   +1 more source

Industrial Internet of Things

open access: yesInternational Journal of Advances in Scientific Research and Engineering, 2017
This book develops the core system science needed to enable the development of a complex industrial internet of things/manufacturing cyber-physical systems (IIoT/M-CPS). Gathering contributions from leading experts in the field with years of experience in advancing manufacturing, it fosters a research community committed to advancing research and ...
Dimitrios Serpanos, Marilyn Wolf
  +4 more sources

Deterministic Scheduling With Optimization of Average Transmission Delays in Industrial Wireless Sensor Networks

open access: yesIEEE Access, 2020
As a key characteristic for industrial wireless sensor networks, deterministic scheduling aims to ensure that real-time data flows arrive at destination devices under deadline constraints by allocating necessary communication resources, such as time ...
Heng Wang   +3 more
doaj   +1 more source

Energy-Saving Adaptive Routing for High-Speed Railway Monitoring Network Based on Improved Q Learning

open access: yesSensors, 2023
In high-speed railway operational monitoring network systems targeting railway infrastructure as its monitoring objective, there is a wide variety of sensor types with diverse operational requirements.
Wei Fu, Qin Peng, Canwei Hu
doaj   +1 more source

Real-world low-light image enhancement via domain-gap aware framework and reverse domain-distance guided strategy

open access: yesFrontiers in Physics, 2023
Low-light image enhancement (LLIE) has high practical value and development potential in real scenarios. However, the current LLIE methods reveal inferior generalization competence to real-world low-light (LL) conditions of poor visibility.
Yong Chen   +4 more
doaj   +1 more source

A Global Clock Skew Estimation Scheme for Hierarchical Wireless Sensor Networks

open access: yesIEEE Access, 2017
Time synchronization is extremely important for wireless sensor networks (WSNs). For largescale WSNs, hierarchical clock synchronization, which can effectively save energy by reducing communication overhead, has become an attractive approach in practical
Heng Wang, Lun Shao, Min Li, Baoguo Wang
doaj   +1 more source

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