An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing

TITLE:An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing VOLUME NO:9 ISSUE NO:2 JANUARY TO MARCH 2018 PAGES:23

Պահպանված է:
Մատենագիտական մանրամասներ
Հիմնական հեղինակներ: Olajubu, Emmanuel, efiong, john E
Ձևաչափ: Ամսագիր
Լեզու:անգլերեն
Հրապարակվել է: IGI Global 2023
Խորագրեր:
Առցանց հասանելիություն:https://ir.oauife.edu.ng/123456789/5215
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author Olajubu, Emmanuel
efiong, john E
author_facet Olajubu, Emmanuel
efiong, john E
author_sort Olajubu, Emmanuel
collection DSpace
description TITLE:An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing VOLUME NO:9 ISSUE NO:2 JANUARY TO MARCH 2018 PAGES:23
format Journal
id oai:ir.oauife.edu.ng:123456789-5215
institution My University
language English
publishDate 2023
publisher IGI Global
record_format dspace
spelling oai:ir.oauife.edu.ng:123456789-52152023-05-13T18:08:10Z An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing Olajubu, Emmanuel efiong, john E GPS, INS, Kalman Filter, Navigation, Particle, Re-Sampling, SIR TITLE:An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing VOLUME NO:9 ISSUE NO:2 JANUARY TO MARCH 2018 PAGES:23 Thisarticleformulated,simulatedandevaluatedanenhancedmodelforanon-linear/non-Gaussian integratedGlobalPositioningSystem(GPS)andInertialNavigationSystem(INS)mobile-baseddevice navigationsystemusingtheParticleFilter(PF).Thiswaswithaviewtoenhancingtheaccuracy andminimizethedelayexperiencedintheexistingsystemwhichreliesonlineardata.Anandroid drivenInfinixX5mobiledevicewithGPSandINS-basedsensorswasusedtoimplementthemodel formulated,standardBayesianestimatorswereusedtogeneratenon-lineardatasetswithGaussian/ non-GaussianwhitenoisesformobiledevicebasedINS/GPSsensors.Amathematicalmodelwas formulatedusingSamplingImportance-weightResampling(SIR)algorithmofthePF.Theconceptual modelwasdevelopedusingSimulinkandthedesignspecificationwasdoneusingUnifiedModeling Language(UML).ThemodelwassimulatedwithMATLABandthesimulationresultsobtainedwere evaluatedusingstandardmetrics,andbenchmarkedwithexistingmodel.Theoverallresultsshowed thattheproposedmodelperformedbetterthanexistingonesintermofaccuracy.However,themodel didnotimpactondelayreduction. 2023-05-13T16:22:35Z 2023-05-13T16:22:35Z 2018-01 Journal https://ir.oauife.edu.ng/123456789/5215 en application/pdf IGI Global
spellingShingle GPS, INS, Kalman Filter, Navigation, Particle, Re-Sampling, SIR
Olajubu, Emmanuel
efiong, john E
An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing
title An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing
title_full An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing
title_fullStr An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing
title_full_unstemmed An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing
title_short An Enhanced Mobile Device Based Navigation Model: Ubiquitous Computing
title_sort enhanced mobile device based navigation model ubiquitous computing
topic GPS, INS, Kalman Filter, Navigation, Particle, Re-Sampling, SIR
url https://ir.oauife.edu.ng/123456789/5215
work_keys_str_mv AT olajubuemmanuel anenhancedmobiledevicebasednavigationmodelubiquitouscomputing
AT efiongjohne anenhancedmobiledevicebasednavigationmodelubiquitouscomputing
AT olajubuemmanuel enhancedmobiledevicebasednavigationmodelubiquitouscomputing
AT efiongjohne enhancedmobiledevicebasednavigationmodelubiquitouscomputing