Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381854135> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4381854135 endingPage "112014" @default.
- W4381854135 startingPage "112014" @default.
- W4381854135 abstract "Abstract A machine learning localization method for underwater projectile using Tunnel magnetoresistance (TMR) sensors is proposed in this paper. Firstly, the relation between the magnetic field intensity and the position of the projectile was built based on the magnetic dipole model. Then, the measurement model of TMR sensors was constructed to offer the voltage signal linearly correlated to the magnetic field intensity, and the network model based on the fully connected neural network (FCN) was established to approximate and regress the highly nonlinear mapping function between the magnetic field intensity (B) and the square of the distance from the projectile to the sensor (d 2 ). Inspired by the Received Signal Strength (RSS) localization method, the least-square method was adopted to solve the actual coordinate of the projectile. Finally, to verify the localization accuracy of the proposed TMR-FCN-based method, the ballistic simulation was performed for providing the actual position of the projectile and the output of the TMR sensors, then the positioning operation was carried out by coupling the FCN model and the least-square method. The results demonstrate that the B-d 2 model can fast compute the d 2 within 8ms for the single given B and the overall mean accuracy is up to 99.15%. The localization distance error via the least-square method is lower than 0.5mm. These results indicate that the TMR-FCN-based localization method can achieve accurate localization for the underwater projectile and effectively overcome the tough problem of solving the high-dimensional nonlinear equations for B and d 2 ." @default.
- W4381854135 created "2023-06-25" @default.
- W4381854135 creator A5005991726 @default.
- W4381854135 creator A5014312349 @default.
- W4381854135 creator A5075542108 @default.
- W4381854135 creator A5090361063 @default.
- W4381854135 date "2023-06-01" @default.
- W4381854135 modified "2023-10-14" @default.
- W4381854135 title "Research on TMR-FCN-based underwater projectile localization method" @default.
- W4381854135 cites W1997261075 @default.
- W4381854135 cites W2168594304 @default.
- W4381854135 cites W2168713289 @default.
- W4381854135 cites W2574771972 @default.
- W4381854135 cites W2811473388 @default.
- W4381854135 cites W2894599205 @default.
- W4381854135 cites W2901622271 @default.
- W4381854135 cites W3099767063 @default.
- W4381854135 doi "https://doi.org/10.1088/1742-6596/2478/11/112014" @default.
- W4381854135 hasPublicationYear "2023" @default.
- W4381854135 type Work @default.
- W4381854135 citedByCount "0" @default.
- W4381854135 crossrefType "journal-article" @default.
- W4381854135 hasAuthorship W4381854135A5005991726 @default.
- W4381854135 hasAuthorship W4381854135A5014312349 @default.
- W4381854135 hasAuthorship W4381854135A5075542108 @default.
- W4381854135 hasAuthorship W4381854135A5090361063 @default.
- W4381854135 hasBestOaLocation W43818541351 @default.
- W4381854135 hasConcept C10138342 @default.
- W4381854135 hasConcept C105795698 @default.
- W4381854135 hasConcept C111368507 @default.
- W4381854135 hasConcept C11413529 @default.
- W4381854135 hasConcept C115260700 @default.
- W4381854135 hasConcept C120665830 @default.
- W4381854135 hasConcept C121332964 @default.
- W4381854135 hasConcept C127313418 @default.
- W4381854135 hasConcept C134306372 @default.
- W4381854135 hasConcept C135692309 @default.
- W4381854135 hasConcept C139945424 @default.
- W4381854135 hasConcept C158622935 @default.
- W4381854135 hasConcept C162324750 @default.
- W4381854135 hasConcept C198082294 @default.
- W4381854135 hasConcept C199360897 @default.
- W4381854135 hasConcept C24890656 @default.
- W4381854135 hasConcept C2524010 @default.
- W4381854135 hasConcept C2779843651 @default.
- W4381854135 hasConcept C33923547 @default.
- W4381854135 hasConcept C41008148 @default.
- W4381854135 hasConcept C49304495 @default.
- W4381854135 hasConcept C62520636 @default.
- W4381854135 hasConcept C93038891 @default.
- W4381854135 hasConcept C98083399 @default.
- W4381854135 hasConceptScore W4381854135C10138342 @default.
- W4381854135 hasConceptScore W4381854135C105795698 @default.
- W4381854135 hasConceptScore W4381854135C111368507 @default.
- W4381854135 hasConceptScore W4381854135C11413529 @default.
- W4381854135 hasConceptScore W4381854135C115260700 @default.
- W4381854135 hasConceptScore W4381854135C120665830 @default.
- W4381854135 hasConceptScore W4381854135C121332964 @default.
- W4381854135 hasConceptScore W4381854135C127313418 @default.
- W4381854135 hasConceptScore W4381854135C134306372 @default.
- W4381854135 hasConceptScore W4381854135C135692309 @default.
- W4381854135 hasConceptScore W4381854135C139945424 @default.
- W4381854135 hasConceptScore W4381854135C158622935 @default.
- W4381854135 hasConceptScore W4381854135C162324750 @default.
- W4381854135 hasConceptScore W4381854135C198082294 @default.
- W4381854135 hasConceptScore W4381854135C199360897 @default.
- W4381854135 hasConceptScore W4381854135C24890656 @default.
- W4381854135 hasConceptScore W4381854135C2524010 @default.
- W4381854135 hasConceptScore W4381854135C2779843651 @default.
- W4381854135 hasConceptScore W4381854135C33923547 @default.
- W4381854135 hasConceptScore W4381854135C41008148 @default.
- W4381854135 hasConceptScore W4381854135C49304495 @default.
- W4381854135 hasConceptScore W4381854135C62520636 @default.
- W4381854135 hasConceptScore W4381854135C93038891 @default.
- W4381854135 hasConceptScore W4381854135C98083399 @default.
- W4381854135 hasIssue "11" @default.
- W4381854135 hasLocation W43818541351 @default.
- W4381854135 hasOpenAccess W4381854135 @default.
- W4381854135 hasPrimaryLocation W43818541351 @default.
- W4381854135 hasRelatedWork W1982813191 @default.
- W4381854135 hasRelatedWork W2026430622 @default.
- W4381854135 hasRelatedWork W2033779148 @default.
- W4381854135 hasRelatedWork W2044155690 @default.
- W4381854135 hasRelatedWork W2047543911 @default.
- W4381854135 hasRelatedWork W2061672772 @default.
- W4381854135 hasRelatedWork W2351646860 @default.
- W4381854135 hasRelatedWork W2353361210 @default.
- W4381854135 hasRelatedWork W2391538223 @default.
- W4381854135 hasRelatedWork W2392597022 @default.
- W4381854135 hasVolume "2478" @default.
- W4381854135 isParatext "false" @default.
- W4381854135 isRetracted "false" @default.
- W4381854135 workType "article" @default.