Results 41 to 50 of about 10,828 (168)

Data-Efficient Training of Gaussian Process Regression Models for Indoor Visible Light Positioning

open access: yesSensors
A data-efficient training method, namely Q-AL-GPR, is proposed for visible light positioning (VLP) systems with Gaussian process regression (GPR). The proposed method employs the methodology of active learning (AL) to progressively update the effective ...
Jie Wu   +3 more
doaj   +1 more source

Signal processing method in GPR

open access: yes, 2021
GPR ' de Altuzay Karmaşası Giderme Teknikleri Birçok GPR sisteminde parazit ve gürültü içeren girişimlerin varlığının saptanması arzulanır. Gömülü nesnelerden elde edilen yansıma sinyalleri, esas olarak yer altı homojen olmamalarından, düz veye pürüzlü zemin yüzeylerinden ve verci alıcı antenler arasında bağantı görevi gören kuvvetli dağınıklık ...
openaire   +1 more source

Gaussian Process Regression Total Nitrogen Prediction Based on Data Decomposition Technology and Several Intelligent Algorithms

open access: yesRenmin Zhujiang, 2023
Total nitrogen (TN) is one of the important indicators to reflect the degree of water pollution and measure the eutrophication status of lakes and reservoirs.To improve the accuracy of TN prediction,based on the empirical wavelet transform (EWT) and ...
WANG Yongshun, CUI Dongwen
doaj  

Study on GPR Image Restoration for Urban Complex Road Surfaces Using an Improved CycleGAN

open access: yesRemote Sensing
In urban road detection using Ground Penetrating Radar (GPR), challenges arise from complex and variable road structures and diversified detection environments.
Xinxin Huang   +6 more
doaj   +1 more source

Adaptive reliability analysis of spatially variable soil slopes using strength reduction sampling and Gaussian process regression

open access: yesYantu gongcheng xuebao
Spatial variability of soil parameters has significant impact on slope stability. The critical problem for the slope reliability analysis considering the spatial variability is the dramatic computational demand.
LIU Yadong 1, 3, LIU Xian 1, LI Xueyou 1, 2, YANG Zhiyong 1
doaj   +1 more source

The Ground-Penetrating Radar Image Matching Method Based on Central Dense Structure Context Features

open access: yesRemote Sensing
Subsurface structural distribution can be detected using Ground-Penetrating Radar (GPR). The distribution can be considered as road fingerprints for vehicle positioning.
Jie Xu   +5 more
doaj   +1 more source

Hyperbolic Detection of Ground Penetrating Radar for Buried Pipes Utilities Using Viola Jones [PDF]

open access: yesIranian Journal of Electrical and Electronic Engineering
GPR (Ground Penetrating Radar) is well-known as an effective non-invasive imaging approach for shallow nature underground discovery, like finding and locating submerged objects.
Nurul Syahirah Mohd Ideris   +3 more
doaj  

Multi-Model Intelligent Prediction of Rock Integrity in Tunnels Based on Geological Differences of Ground-Penetrating Radar Exploration Workfaces

open access: yesInfrastructures
Intelligent prediction of rock integrity is essential for tunneling construction. Ground-Penetrating Radar (GPR), a high-resolution detection technique, is usually used for rock integrity prediction.
Yong Huang, Wei Fu, Xiewen Hu
doaj   +1 more source

Transport infrastructures assessment using multiple GPR configurations and FWD

open access: yesMATEC Web of Conferences, 2018
This article presents a case study where FWD and GPR, two NDT methods, were combined to assess the bearing capacity of a flexible pavement. The thickness of the bituminous layer was estimated using a coreless GPR approach: the Common Mid-Point method ...
Marecos Vânia   +3 more
doaj   +1 more source

Deep Learning-Based Interpolation for Ground Penetrating Radar Data Reconstruction

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Ground Penetrating Radar (GPR), with its high resolution and real-time monitoring capabilities, is widely used in fields such as underground structure detection, archaeological excavation, environmental monitoring, and engineering surveying. However, the
Ziyang Zhou   +5 more
doaj   +1 more source

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