mycoreobjectrosdok_disshab_0000002634rosdok_disshab_0000002634rosdokdisshabrosdok_derivate_00001067112023-08-08T10:13:31.987Z2021-11-18T12:28:46.453ZadministratoreditorMSpublished1rosdok_derivate_0000106711truetruederivate_types:fulltextVolltextfulltextwf_edit_epub wf_register_epubstate:publishedstate:publishedveröffentlichtpublishedrosdok/id000033731777952328Oau2021-11-182023-08-05T19:18:42ZrdaConverted from PICA to MODS using Pica2Mods XSLT Transformer 2.7 [SCM: "0c0e7a3c226a4a0cbcbec39b493c3c5257339ab8" "v2.7" "2023-08-04T00:00:00+0200"] with mode 'DEFAULT'.DissertationHochschulschriftSystem-level design of energy-efficient sensor-based human activity recognition systemsa model-based approachThis thesis contributes an evaluation of state-of-the-art dataflow models of computation regarding their suitability for a model-based design and analysis of human activity recognition systems, in terms of expressiveness and analyzability, as well as model accuracy. Different aspects of state-of-the-art human activity recognition systems have been modeled and analyzed. Based on existing methods, novel analysis approaches have been developed to acquire extra-functional properties like processor utilization, data communication rates, and finally energy consumption of the system.FlorianGrützmacher1990 -VerfasserInaut12460410810000-0003-0370-222XChristianHaubelt1972 -AkademischeR BetreuerIndgs1302040130000-0002-1568-5423University of Rostock, GermanyThomasKirste1962 -AkademischeR BetreuerIndgs137244754University of Rostock, GermanyAndyPimentelAkademischeR BetreuerIndgsUniversity of Amsterdam, Netherlands38329-6Universität Rostock1419 -Grad-verleihende Institutiondgg10085032-7Universität RostockFakultät für Informatik und Elektrotechnik2004 -Grad-verleihende Institutiondgghttp://purl.uni-rostock.de/rosdok/id00003373urn:nbn:de:gbv:28-rosdok_id00003373-310.18453/rosdok_id00003373000 Allgemeines, Wissenschaft621.3 Elektrotechnik, ElektronikFakultät für Informatik und ElektrotechnikCC BY 4.0Nutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en2021Universität RostockRostockmonographic202120212021Universitätsbibliothek RostockRostock2021Universitätsbibliothek Rostockhttp://purl.uni-rostock.de/rosdok/id00003373Christian Haubelt (University of Rostock, Germany) ; Thomas Kirste (University of Rostock, Germany) ; Andy Pimentel (University of Amsterdam, Netherlands)[{"affil":"University of Rostock, Germany","name":"Haubelt, Christian"},{"affil":"University of Rostock, Germany","name":"Kirste, Thomas"},{"affil":"University of Amsterdam, Netherlands","name":"Pimentel, Andy"}]vorgelegt von Florian GrützmacherDatenflussNeuronales NetzUbiquitous ComputingUniversity of Rostock, GermanyHaubelt, ChristianUniversity of Rostock, GermanyKirste, ThomasUniversity of Amsterdam, NetherlandsPimentel, Andydoctype:epubdoctype:epubDokumenttypDocument typedoctype:epub.dissertationdoctype:epub.dissertationDissertationdoctoral thesisdiniPublType:doctoralThesis diniPublType2022:PhDThesis XMetaDissPlusThesisLevel:thesis.doctoralinfo:eu-repo/semantics/doctoralThesisdocumentnatureOfContent:ppn_105825778natureOfContent:ppn_105825778HochschulschriftdiniPublType2022:DoctoralThesisdiniPublType2022:DoctoralThesisDissertation oder HabilitationDoctoral thesisDRIVERdiniPublType2022:PhDThesisdiniPublType2022:PhDThesisDissertationPhD thesisKDSF (Pu34)XMetaDissPlusThesisLevel:thesis.doctoralXMetaDissPlusThesisLevel:thesis.doctoralDoktorarbeitdoctoral thesisSDNB:000SDNB:000000 Allgemeines, Wissenschaft000 Generalities, ScienceSDNB:621.3SDNB:621.3621.3 Elektrotechnik, Elektronik621.3 Electrical Engineering, Electronicsinstitution:unirostockinstitution:unirostockUniversität RostockUniversity of RostockUniversität RostockUniversität RostockUni.Rostockhttp://d-nb.info/gnd/38329-6institution:unirostock.iefinstitution:unirostock.iefFakultät für Informatik und ElektrotechnikFaculty of Computer Science and Electrical EngineeringUniversität Rostock. Fakultät für Informatik und ElektrotechnikFakultät für Informatik<br />und ElektrotechnikUni.Rostock.Fakultaet.IEFhttp://d-nb.info/gnd/10085032-7licenseinfo:worklicenseinfo:workWerkworklicenseinfo:work.cclicenselicenseinfo:work.cclicenseCC-LizenzCC-licenselicenseinfo:work.cclicense.cc-bylicenseinfo:work.cclicense.cc-byCC BYCC BYlicenseinfo:work.cclicense.cc-by.v40licenseinfo:work.cclicense.cc-by.v40CC BY 4.0CC BY 4.0/creativecommons/l/by/4.0/88x31.png[DE-28]Namensnennung 4.0 International$cCC BY 4.0$gCreative Commons$uhttps://creativecommons.org/licenses/by/4.0/https://creativecommons.org/licenses/by/4.0/https://creativecommons.org/licenses/by/4.0/licenseinfo:depositlicenseinfo:depositVeröffentlichungsgenehmigungpermission to storelicenseinfo:deposit.rightsgrantedlicenseinfo:deposit.rightsgrantedNutzungsrechte erteiltrights grantedlicenseinfo:metadatalicenseinfo:metadataLizenzen für Metadatenlicenseinfo:metadata.cc0licenseinfo:metadata.cc0Lizenz Metadaten: CC0license metadata: CC0/creativecommons/p/zero/1.0/88x31.pnghttps://creativecommons.org/publicdomain/zero/1.0/accesscondition:openaccessaccesscondition:openaccessfrei zugänglich (Open Access)open accesshttp://purl.org/coar/access_right/c_abf2OAfreeinfo:eu-repo/semantics/openAccess[DE-28]Open Access$gControlled Vocabulary for Access Rights$uhttp://purl.org/coar/access_right/c_abf2rfc5646:enrfc5646:enEnglischEnglishengengSystem-level design of energy-efficient sensor-based human activity recognition systemsa model-based approachSystem-level design of energy-efficient sensor-based human activity recognition systemsa model-based approachgnd:1246041081orcid:0000-0003-0370-222Xgnd:130204013orcid:0000-0002-1568-5423gnd:137244754gnd:38329-6gnd:10085032-7gnd:1246041081orcid:0000-0003-0370-222Xgnd:130204013orcid:0000-0002-1568-5423gnd:137244754gnd:38329-6gnd:10085032-7rosdok_disshab_0000002634-d2408223e53gnd:1246041081orcid:0000-0003-0370-222XFlorian GrützmacherFlorian Grützmacherrosdok_disshab_0000002634-d2408223e69gnd:130204013orcid:0000-0002-1568-5423Christian HaubeltChristian Haubeltrosdok_disshab_0000002634-d2408223e86gnd:137244754Thomas KirsteThomas Kirsterosdok_disshab_0000002634-d2408223e101Andy PimentelAndy Pimentelrosdok_disshab_0000002634-d2408223e113gnd:38329-6Universität RostockUniversität Rostockrosdok_disshab_0000002634-d2408223e124gnd:10085032-7Universität Rostock Fakultät für Informatik und ElektrotechnikUniversität Rostock Fakultät für Informatik und ElektrotechnikFlorian GrützmacherChristian HaubeltThomas KirsteAndy PimentelUniversität RostockUniversität Rostock Fakultät für Informatik und ElektrotechnikFlorian GrützmacherChristian HaubeltThomas KirsteAndy PimentelUniversität RostockUniversität Rostock Fakultät für Informatik und ElektrotechnikFlorian GrützmacherRostockUniversität Rostockepub.dissertationhttp://purl.uni-rostock.de/rosdok/id00003373urn:nbn:de:gbv:28-rosdok_id00003373-310.18453/rosdok_id00003373DatenflussNeuronales NetzUbiquitous ComputingThis thesis contributes an evaluation of state-of-the-art dataflow models of computation regarding their suitability for a model-based design and analysis of human activity recognition systems, in terms of expressiveness and analyzability, as well as model accuracy. Different aspects of state-of-the-art human activity recognition systems have been modeled and analyzed. Based on existing methods, novel analysis approaches have been developed to acquire extra-functional properties like processor utilization, data communication rates, and finally energy consumption of the system.20212021Christian Haubelt (University of Rostock, Germany) ; Thomas Kirste (University of Rostock, Germany) ; Andy Pimentel (University of Amsterdam, Netherlands)[{"affil":"University of Rostock, Germany","name":"Haubelt, Christian"},{"affil":"University of Rostock, Germany","name":"Kirste, Thomas"},{"affil":"University of Amsterdam, Netherlands","name":"Pimentel, Andy"}]vorgelegt von Florian Grützmacherepub.dissertation1 Gruetzmacher_Dissertation_2021.pdf 12292845 c9a5959472c43ce4513da7dfa64513e8 rosdok/id000033731777952328Oau2021-11-182023-08-05T19:18:42ZrdaConverted from PICA to MODS using Pica2Mods XSLT Transformer 2.7 [SCM: "0c0e7a3c226a4a0cbcbec39b493c3c5257339ab8" "v2.7" "2023-08-04T00:00:00+0200"] with mode 'DEFAULT'.DissertationHochschulschriftSystem-level design of energy-efficient sensor-based human activity recognition systemsa model-based approachThis thesis contributes an evaluation of state-of-the-art dataflow models of computation regarding their suitability for a model-based design and analysis of human activity recognition systems, in terms of expressiveness and analyzability, as well as model accuracy. Different aspects of state-of-the-art human activity recognition systems have been modeled and analyzed. Based on existing methods, novel analysis approaches have been developed to acquire extra-functional properties like processor utilization, data communication rates, and finally energy consumption of the system.FlorianGrützmacher1990 -VerfasserInaut12460410810000-0003-0370-222XChristianHaubelt1972 -AkademischeR BetreuerIndgs1302040130000-0002-1568-5423University of Rostock, GermanyThomasKirste1962 -AkademischeR BetreuerIndgs137244754University of Rostock, GermanyAndyPimentelAkademischeR BetreuerIndgsUniversity of Amsterdam, Netherlands38329-6Universität Rostock1419 -Grad-verleihende Institutiondgg10085032-7Universität RostockFakultät für Informatik und Elektrotechnik2004 -Grad-verleihende Institutiondgghttp://purl.uni-rostock.de/rosdok/id00003373urn:nbn:de:gbv:28-rosdok_id00003373-310.18453/rosdok_id00003373000 Allgemeines, Wissenschaft621.3 Elektrotechnik, ElektronikFakultät für Informatik und ElektrotechnikCC BY 4.0Nutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en2021Universität RostockRostockmonographic202120212021Universitätsbibliothek RostockRostock2021Universitätsbibliothek Rostockhttp://purl.uni-rostock.de/rosdok/id00003373Christian Haubelt (University of Rostock, Germany) ; Thomas Kirste (University of Rostock, Germany) ; Andy Pimentel (University of Amsterdam, Netherlands)[{"affil":"University of Rostock, Germany","name":"Haubelt, Christian"},{"affil":"University of Rostock, Germany","name":"Kirste, Thomas"},{"affil":"University of Amsterdam, Netherlands","name":"Pimentel, Andy"}]vorgelegt von Florian GrützmacherDatenflussNeuronales NetzUbiquitous Computing University of Rostock, Germany Haubelt, Christian University of Rostock, Germany Kirste, Thomas University of Amsterdam, Netherlands Pimentel, Andy 2021-11-18T12:28:46.453Z 2023-08-08T10:13:31.987Z 2023-08-18T10:13:31.993Z {"identifier":"rosdok/id00003373","type":"local_id","additional":"","service":"MCRLocalID","created":"2021-11-18T12:28:46.913Z","registered":"2021-11-18T12:28:46.913Z"} editorMS {"identifier":"urn:nbn:de:gbv:28-rosdok_id00003373-3","type":"dnbUrn","additional":"","service":"RosDokURN","created":"2021-11-18T12:28:46.929Z","registered":"2021-11-18T15:45:36.853Z"} administratorfulltextfile/rosdok_disshab_0000002634/rosdok_derivate_0000106711/Gruetzmacher_Dissertation_2021.pdfSystem-level design of energy-efficient sensor-based human activity recognition systemsa model-based approachSystem-level design of energy-efficient sensor-based human activity recognition systemsa model-based approachgnd:1246041081orcid:0000-0003-0370-222Xgnd:130204013orcid:0000-0002-1568-5423gnd:137244754gnd:38329-6gnd:10085032-7gnd:1246041081orcid:0000-0003-0370-222Xgnd:130204013orcid:0000-0002-1568-5423gnd:137244754gnd:38329-6gnd:10085032-7rosdok_disshab_0000002634-d2408223e53gnd:1246041081orcid:0000-0003-0370-222XFlorian GrützmacherFlorian Grützmacherrosdok_disshab_0000002634-d2408223e69gnd:130204013orcid:0000-0002-1568-5423Christian HaubeltChristian Haubeltrosdok_disshab_0000002634-d2408223e86gnd:137244754Thomas KirsteThomas Kirsterosdok_disshab_0000002634-d2408223e101Andy PimentelAndy Pimentelrosdok_disshab_0000002634-d2408223e113gnd:38329-6Universität RostockUniversität Rostockrosdok_disshab_0000002634-d2408223e124gnd:10085032-7Universität Rostock Fakultät für Informatik und ElektrotechnikUniversität Rostock Fakultät für Informatik und ElektrotechnikFlorian GrützmacherChristian HaubeltThomas KirsteAndy PimentelUniversität RostockUniversität Rostock Fakultät für Informatik und ElektrotechnikFlorian GrützmacherChristian HaubeltThomas KirsteAndy PimentelUniversität RostockUniversität Rostock Fakultät für Informatik und ElektrotechnikFlorian GrützmacherRostockUniversität Rostockepub.dissertationhttp://purl.uni-rostock.de/rosdok/id00003373urn:nbn:de:gbv:28-rosdok_id00003373-310.18453/rosdok_id00003373DatenflussNeuronales NetzUbiquitous ComputingThis thesis contributes an evaluation of state-of-the-art dataflow models of computation regarding their suitability for a model-based design and analysis of human activity recognition systems, in terms of expressiveness and analyzability, as well as model accuracy. Different aspects of state-of-the-art human activity recognition systems have been modeled and analyzed. Based on existing methods, novel analysis approaches have been developed to acquire extra-functional properties like processor utilization, data communication rates, and finally energy consumption of the system.20212021Christian Haubelt (University of Rostock, Germany) ; Thomas Kirste (University of Rostock, Germany) ; Andy Pimentel (University of Amsterdam, Netherlands)[{"affil":"University of Rostock, Germany","name":"Haubelt, Christian"},{"affil":"University of Rostock, Germany","name":"Kirste, Thomas"},{"affil":"University of Amsterdam, Netherlands","name":"Pimentel, Andy"}]vorgelegt von Florian Grützmacher[xslt]Saxonrosdok/id00003373https://purl.uni-rostock.de/rosdok/id00003373177795232810.18453/rosdok_id00003373urn:nbn:de:gbv:28-rosdok_id00003373-3Florian GrützmacherGrützmacher FlorianSystem-level design of energy-efficient sensor-based human activity recognition systems : a model-based approachDissertationdoctoral thesisUniversität Rostock, 2021This thesis contributes an evaluation of state-of-the-art dataflow models of computation regarding their suitability for a model-based design and analysis of human activity recognition systems, in terms of expressiveness and analyzability, as well as model accuracy. Different aspects of…Florian GrützmacherSystem-level design of energy-efficient sensor-based human activity recognition systemsa model-based approachUniversitätsbibliothek Rostockhttp://purl.uni-rostock.de/rosdok/id00003373FlorianGrützmacher1990 -VerfasserInaut12460410810000-0003-0370-222XChristianHaubelt1972 -AkademischeR BetreuerIndgs1302040130000-0002-1568-5423University of Rostock, GermanyThomasKirste1962 -AkademischeR BetreuerIndgs137244754University of Rostock, GermanyAndyPimentelAkademischeR BetreuerIndgsUniversity of Amsterdam, Netherlands38329-6Universität Rostock1419 -Grad-verleihende Institutiondgg10085032-7Universität RostockFakultät für Informatik und Elektrotechnik2004 -Grad-verleihende Institutiondgg[purl]http://purl.uni-rostock.de/rosdok/id00003373[urn]urn:nbn:de:gbv:28-rosdok_id00003373-3[doi]10.18453/rosdok_id00003373open_access20212021epoch:21th_centuryrfc5646:endoctype:epub.dissertationaccesscondition:openaccessSDNB:000SDNB:621.3institution:unirostock.iefstate:published