Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network
Also available in printed version
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| Format: | Doctoral thesis |
| Language: | English |
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Universiti Teknologi Malaysia
2025
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| Online Access: | https://utmik.utm.my/handle/123456789/41106 |
| Abstract | Abstract here |
| _version_ | 1854975144223571968 |
|---|---|
| author | Shaik Mazhar Hussain |
| author2 | Kamaludin Mohamad Yusof |
| author_facet | Kamaludin Mohamad Yusof Shaik Mazhar Hussain |
| author_sort | Shaik Mazhar Hussain |
| description | Also available in printed version |
| format | Doctoral thesis |
| id | utm-123456789-41106 |
| institution | Universiti Teknologi Malaysia |
| language | English |
| publishDate | 2025 |
| publisher | Universiti Teknologi Malaysia |
| record_format | dspace |
| record_pdf | Abstract |
| spelling | utm-123456789-411062025-03-10T18:12:13Z Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network Shaik Mazhar Hussain Kamaludin Mohamad Yusof Electrical engineering Also available in printed version InternetofVehicles(IoV)witha5Gnetworkprovidesubiquitousconnectivityduetotheexistenceofvariousdistinctradioaccesstechnologies,henceitformsaheterogeneousnetwork.Thehighmobilityofvehiclesdemandstomakefrenthandoversinheterogeneousnetworks.Thevehiclesatshortrangeusededicatedshortrangecommunication(DSRC),howeverbettertechnologyisrequiredforlong-range communicationthattransmittingsafetyornosafetydata.4Glong termevolution(LTE)offershighbandwidthandawidercellcoveragerangebuthashightransmissiontimeintervals.5Gprovideshigherdataratesandverylowtransmissionlatencies,butitispronetoblockagesduetoitsinabilitytopenetratethickobjects.Byconsideringtheaforementionedissues,singletechnologywillnotfullyaccommodatethevehicularrequirements,andpotentiallyjeopardizestheeffectivenessofsafetyapplications.Therefore,DSRCandcellularnetworktechnologiesareincorporatedforefficientvehicularcommunication.IncorporationofDSRCandcellularnetworktechnology, has piquedtheresearchcommunity’sinterestinrecentyearstocriticallyresearchand identifytheappropriatenetworksforperformingverticalhandoverinaheterogeneousIoV(HIoV)environment.Usually,thepreviousworkwilldirectlyselectthenetworkorconnectwiththeavailableradioaccessnetworkthatcancausetheoccurrenceofhandovertakesplacefrequently.AhybridalgorithminheterogeneousIoVnetwork(HAHIN)isdevelopedtoaddressthisissue.Hence,inthisresearch,theintegrationofDSRC,4GLTE,and5GmmWavetechnologiesonIoVisincorporatedwithhandoverdecisions,networkselection,androuting.Handoverdecisionandnetworkselectionaretheprocessesinvolvedinverticalhandover.ThehandoverdecisionisusedtoensurewhetherthereisaneedtoperformahandoverbyapplyingdyamicQlearningalgorithm.Thenetworkselectionisbasedonafuzzyconvolutionneuralnetwork(FCNN)algorithm.VehicletoVehicle(V2V)chainroutingisappliedtoselectvehiclepairsbythejellyfishsearchoptimization(JSO)algorithm.Thevalidationandthe performanceanalysisshowedthesuperiorityoftheproposedHAHINmethodas compared tothestate-of-the-arttechnology. zulraizam UTM 162 p. Thesis (Doktor Falsafah (Kejuruteraan Elektrik)) - - Universiti Teknologi Malaysia, 2022 2025-03-10T01:52:37Z 2025-03-10T01:52:37Z 2022 Doctoral thesis https://utmik.utm.my/handle/123456789/41106 vital:152253 valet-20230618-113048 ENG Closed Access UTM Complete Unpublished Completion application/pdf Universiti Teknologi Malaysia |
| spellingShingle | Electrical engineering Shaik Mazhar Hussain Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network |
| thesis_level | PhD |
| title | Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network |
| title_full | Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network |
| title_fullStr | Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network |
| title_full_unstemmed | Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network |
| title_short | Vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network |
| title_sort | vertical handover and optimized routing based on hybrid algorithm in heterogeneous internet of vehicles network |
| topic | Electrical engineering |
| url | https://utmik.utm.my/handle/123456789/41106 |
| work_keys_str_mv | AT shaikmazharhussain verticalhandoverandoptimizedroutingbasedonhybridalgorithminheterogeneousinternetofvehiclesnetwork |