Multi-Sensor Data Fusion Method Based on Self-Attention Mechanism

Art�culos similares

The Need for Multi-Sensor Data Fusion in Structural Health Monitoring of Composite Aircraft Structures

Acceso

Agnes A. R. Broer, Rinze Benedictus and Dimitrios Zarouchas

With the increased use of composites in aircraft, many new successful contributions to the advancement of the structural health monitoring (SHM) field for composite aerospace structures have been achieved. Yet its application is still not often seen in o... ver m�s

Revista: Aerospace

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

Acceso

Qingqing Huang, Di Wu, Hao Huang, Yan Zhang and Yan Han

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... ver m�s

Revista: Information

A Neural Network-Based Fusion Approach for Improvement of SAR Interferometry-Based Digital Elevation Models in Plain and Hilly Regions of India

Acceso

Priti Girohi and Ashutosh Bhardwaj

Interferometry Synthetic Aperture Radar (InSAR) is an advanced remote sensing technique for studying the earth?s surface topography and deformations; it is used to generate high-quality Digital Elevation Models (DEMs). DEMs are a crucial and primary inpu... ver m�s

Revista: AI

MEMD-Based Hybrid Modal Identification for High-Rise Structures with Multi-Sensor Vibration Measurements

Acceso

Mingfeng Huang, Jianping Sun, Kang Cai and Qiang Li

Although widely used in various fields due to its powerful capability of signal processing, empirical mode decomposition has to decompose signals separately, which limits its application for multivariate data such as the structural monitoring data record... ver m�s

Revista: Applied Sciences

Multi-Sensor GA-BP Algorithm Based Gearbox Fault Diagnosis

Acceso

Yuan Fu, Yu Liu and Yan Yang

To address the problem of the low recognition rate of time-frequency domain methods gearbox fault identification, a method featuring decision-level fusion of DS evidence theory and GA-BP algorithm was proposed in the present study. Firstly, the fault dat... ver m�s

Revista: Applied Sciences

Multi-Sensor Data Fusion Method Based on Self-Attention Mechanism

Art�culos similares

Revistas destacadas