FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296107016> ?p ?o ?g. }

• W4296107016 endingPage "4421" @default.
• W4296107016 startingPage "4421" @default.
• W4296107016 abstract "Artificial Neural Network (ANN) approaches are applied to detect and determine the object class using a special set of the UltraWideBand (UWB) pulse Ground Penetrating Radar (GPR) sounding results. It used the results of GPR sounding with the antenna system, consisting of one radiator and four receiving antennas located around the transmitting antenna. The presence of four receiving antennas and, accordingly, the signals received from four spatially separated positions of the antennas provide a collection of signals received after reflection from an object at different angles and, due to this, to determine the location of the object in a coordinate system, connected to the antenna. We considered the sums and differences of signals received by two of the four antennas in six possible combinations: (1 and 2, 1 and 3, 2 and 3, 1 and 4, etc.). These combinations were then stacked sequentially one by one into one long signal. Synthetic signals constructed in such a way contain many more notable differences and specific information about the class to which the object belongs as well as the location of the searched object compared to the signals obtained by an antenna system with just one radiating and one receiving antenna. It therefore increases the accuracy in determining the object’s coordinates and its classification. The pulse radiation, propagation, and scattering are numerically simulated by the finite difference time domain (FDTD) method. Results from the experiment on mine detection are used to examine ANN too. The set of signals from different objects having different distances from the GPR was used as a training and testing dataset for ANN. The training aims to recognize and classify the detected object as a landmine or other object and to determine its location. The influence of Gaussian noise added to the signals on noise immunity of ANN was investigated. The recognition results obtained by using an ANN ensemble are presented. The ensemble consists of fully connected and recurrent neural networks, gated recurrent units, and a long-short term memory network. The results of the recognition by all ANNs are processed by a meta network to provide a better quality of underground object classification." @default.
• W4296107016 created "2022-09-17" @default.
• W4296107016 creator A5015447646 @default.
• W4296107016 creator A5023039809 @default.
• W4296107016 creator A5045727870 @default.
• W4296107016 creator A5047288962 @default.
• W4296107016 creator A5067990561 @default.
• W4296107016 creator A5076647821 @default.
• W4296107016 creator A5091699025 @default.
• W4296107016 date "2022-09-05" @default.
• W4296107016 modified "2023-10-17" @default.
• W4296107016 title "Implementation of an Artificial Intelligence Approach to GPR Systems for Landmine Detection" @default.
• W4296107016 cites W1989210331 @default.
• W4296107016 cites W2018788689 @default.
• W4296107016 cites W2096553553 @default.
• W4296107016 cites W2145705894 @default.
• W4296107016 cites W2322099411 @default.
• W4296107016 cites W2752683645 @default.
• W4296107016 cites W2809241909 @default.
• W4296107016 cites W2895274648 @default.
• W4296107016 cites W2899731950 @default.
• W4296107016 cites W2901628551 @default.
• W4296107016 cites W2901734593 @default.
• W4296107016 cites W2901879837 @default.
• W4296107016 cites W2981518783 @default.
• W4296107016 cites W3010443818 @default.
• W4296107016 cites W3021538792 @default.
• W4296107016 cites W3098838139 @default.
• W4296107016 cites W3099359093 @default.
• W4296107016 cites W3105266038 @default.
• W4296107016 cites W3114596313 @default.
• W4296107016 cites W3173913050 @default.
• W4296107016 cites W3197712350 @default.
• W4296107016 cites W3216175898 @default.
• W4296107016 doi "https://doi.org/10.3390/rs14174421" @default.
• W4296107016 hasPublicationYear "2022" @default.
• W4296107016 type Work @default.
• W4296107016 citedByCount "3" @default.
• W4296107016 countsByYear W42961070162023 @default.
• W4296107016 crossrefType "journal-article" @default.
• W4296107016 hasAuthorship W4296107016A5015447646 @default.
• W4296107016 hasAuthorship W4296107016A5023039809 @default.
• W4296107016 hasAuthorship W4296107016A5045727870 @default.
• W4296107016 hasAuthorship W4296107016A5047288962 @default.
• W4296107016 hasAuthorship W4296107016A5067990561 @default.
• W4296107016 hasAuthorship W4296107016A5076647821 @default.
• W4296107016 hasAuthorship W4296107016A5091699025 @default.
• W4296107016 hasBestOaLocation W42961070161 @default.
• W4296107016 hasConcept C111368507 @default.
• W4296107016 hasConcept C120665830 @default.
• W4296107016 hasConcept C121332964 @default.
• W4296107016 hasConcept C127313418 @default.
• W4296107016 hasConcept C154945302 @default.
• W4296107016 hasConcept C184880428 @default.
• W4296107016 hasConcept C21822782 @default.
• W4296107016 hasConcept C24890656 @default.
• W4296107016 hasConcept C2781238097 @default.
• W4296107016 hasConcept C31972630 @default.
• W4296107016 hasConcept C41008148 @default.
• W4296107016 hasConcept C554190296 @default.
• W4296107016 hasConcept C55510283 @default.
• W4296107016 hasConcept C62649853 @default.
• W4296107016 hasConcept C71813955 @default.
• W4296107016 hasConcept C76155785 @default.
• W4296107016 hasConceptScore W4296107016C111368507 @default.
• W4296107016 hasConceptScore W4296107016C120665830 @default.
• W4296107016 hasConceptScore W4296107016C121332964 @default.
• W4296107016 hasConceptScore W4296107016C127313418 @default.
• W4296107016 hasConceptScore W4296107016C154945302 @default.
• W4296107016 hasConceptScore W4296107016C184880428 @default.
• W4296107016 hasConceptScore W4296107016C21822782 @default.
• W4296107016 hasConceptScore W4296107016C24890656 @default.
• W4296107016 hasConceptScore W4296107016C2781238097 @default.
• W4296107016 hasConceptScore W4296107016C31972630 @default.
• W4296107016 hasConceptScore W4296107016C41008148 @default.
• W4296107016 hasConceptScore W4296107016C554190296 @default.
• W4296107016 hasConceptScore W4296107016C55510283 @default.
• W4296107016 hasConceptScore W4296107016C62649853 @default.
• W4296107016 hasConceptScore W4296107016C71813955 @default.
• W4296107016 hasConceptScore W4296107016C76155785 @default.
• W4296107016 hasIssue "17" @default.
• W4296107016 hasLocation W42961070161 @default.
• W4296107016 hasLocation W42961070162 @default.
• W4296107016 hasOpenAccess W4296107016 @default.
• W4296107016 hasPrimaryLocation W42961070161 @default.
• W4296107016 hasRelatedWork W2356754952 @default.
• W4296107016 hasRelatedWork W2366839571 @default.
• W4296107016 hasRelatedWork W2374146176 @default.
• W4296107016 hasRelatedWork W2513278879 @default.
• W4296107016 hasRelatedWork W2601319996 @default.
• W4296107016 hasRelatedWork W2946057701 @default.
• W4296107016 hasRelatedWork W4223960160 @default.
• W4296107016 hasRelatedWork W4315471419 @default.
• W4296107016 hasRelatedWork W4386931161 @default.
• W4296107016 hasRelatedWork W3090858966 @default.
• W4296107016 hasVolume "14" @default.
• W4296107016 isParatext "false" @default.
• W4296107016 isRetracted "false" @default.

• next