{"id":"https://openalex.org/W3203580985","doi":"https://doi.org/10.1109/tcomm.2022.3180069","title":"DNN-Assisted Particle-Based Bayesian Joint Synchronization and Localization","display_name":"DNN-Assisted Particle-Based Bayesian Joint Synchronization and Localization","publication_year":2022,"publication_date":"2022-06-03","ids":{"openalex":"https://openalex.org/W3203580985","doi":"https://doi.org/10.1109/tcomm.2022.3180069","mag":"3203580985"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2022.3180069","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcomm.2022.3180069","pdf_url":"https://ieeexplore.ieee.org/ielx7/26/9830596/09787497.pdf","source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/26/9830596/09787497.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101866675","display_name":"Meysam Goodarzi","orcid":"https://orcid.org/0000-0002-1408-9881"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Meysam Goodarzi","raw_affiliation_strings":["IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0002-1408-9881","affiliations":[{"raw_affiliation_string":"IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I96578850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088598558","display_name":"Vladica Sark","orcid":"https://orcid.org/0000-0003-4360-9951"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vladica Sark","raw_affiliation_strings":["IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0003-4360-9951","affiliations":[{"raw_affiliation_string":"IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I96578850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057050574","display_name":"Neboj\u0161a Maleti\u0107","orcid":"https://orcid.org/0000-0002-0531-6413"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nebojsa Maletic","raw_affiliation_strings":["IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0002-0531-6413","affiliations":[{"raw_affiliation_string":"IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I96578850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008434753","display_name":"Jes\u00fas Guti\u00e9rrez Ter\u00e1n","orcid":"https://orcid.org/0000-0002-7836-5080"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jesus Gutierrez Teran","raw_affiliation_strings":["IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0002-7836-5080","affiliations":[{"raw_affiliation_string":"IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I96578850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058252389","display_name":"Giuseppe Caire","orcid":"https://orcid.org/0000-0002-7749-1333"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Giuseppe Caire","raw_affiliation_strings":["Chair of Communications and Information Theory, Technical University of Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7749-1333","affiliations":[{"raw_affiliation_string":"Chair of Communications and Information Theory, Technical University of Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053247434","display_name":"Eckhard Grass","orcid":"https://orcid.org/0000-0002-9718-4170"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eckhard Grass","raw_affiliation_strings":["IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0002-9718-4170","affiliations":[{"raw_affiliation_string":"IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I96578850"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9288,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69394619,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"70","issue":"7","first_page":"4837","last_page":"4851"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6470822095870972},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5621626377105713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5616452097892761},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.5528063774108887},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5468248724937439},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37331897020339966},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23376375436782837},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20872542262077332},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.15889009833335876}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6470822095870972},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5621626377105713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5616452097892761},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.5528063774108887},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5468248724937439},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37331897020339966},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23376375436782837},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20872542262077332},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.15889009833335876},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2022.3180069","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcomm.2022.3180069","pdf_url":"https://ieeexplore.ieee.org/ielx7/26/9830596/09787497.pdf","source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Communications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tcomm.2022.3180069","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcomm.2022.3180069","pdf_url":"https://ieeexplore.ieee.org/ielx7/26/9830596/09787497.pdf","source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Communications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7184917927","display_name":null,"funder_award_id":"5G-CLARITY","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7773770629","display_name":"Beyond 5G multi-tenant private networks integrating Cellular, WiFi, and LiFi, Powered by ARtificial Intelligence and Intent Based PolicY","funder_award_id":"871428","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8475397596","display_name":null,"funder_award_id":"871428 (5G-CLARITY)","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3203580985.pdf","grobid_xml":"https://content.openalex.org/works/W3203580985.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1605708511","https://openalex.org/W1974219639","https://openalex.org/W1974691449","https://openalex.org/W1989110752","https://openalex.org/W2003321974","https://openalex.org/W2014371827","https://openalex.org/W2015142990","https://openalex.org/W2018152254","https://openalex.org/W2030387232","https://openalex.org/W2050134757","https://openalex.org/W2057475323","https://openalex.org/W2076546887","https://openalex.org/W2094655360","https://openalex.org/W2099867508","https://openalex.org/W2100614348","https://openalex.org/W2110798624","https://openalex.org/W2113638573","https://openalex.org/W2116564397","https://openalex.org/W2118537895","https://openalex.org/W2124216931","https://openalex.org/W2128131274","https://openalex.org/W2134746901","https://openalex.org/W2136508742","https://openalex.org/W2140928899","https://openalex.org/W2143447014","https://openalex.org/W2143737806","https://openalex.org/W2161875598","https://openalex.org/W2162718622","https://openalex.org/W2168670302","https://openalex.org/W2238394037","https://openalex.org/W2266164891","https://openalex.org/W2292522737","https://openalex.org/W2537902178","https://openalex.org/W2554612623","https://openalex.org/W2565516711","https://openalex.org/W2741403911","https://openalex.org/W2746505796","https://openalex.org/W2791689646","https://openalex.org/W2885086018","https://openalex.org/W2888890149","https://openalex.org/W2919575405","https://openalex.org/W2950350592","https://openalex.org/W2963830578","https://openalex.org/W3088434493","https://openalex.org/W3092041364","https://openalex.org/W3098912370","https://openalex.org/W3103810454","https://openalex.org/W3117510561","https://openalex.org/W3157814377","https://openalex.org/W4236909075","https://openalex.org/W4250589301","https://openalex.org/W6763868703","https://openalex.org/W6785989746"],"related_works":["https://openalex.org/W2015530857","https://openalex.org/W1991846142","https://openalex.org/W2556064263","https://openalex.org/W1583020711","https://openalex.org/W1521151968","https://openalex.org/W2128655648","https://openalex.org/W2900672867","https://openalex.org/W1690802106","https://openalex.org/W2033368883","https://openalex.org/W1589286931"],"abstract_inverted_index":{"In":[0,28,81,199],"this":[1],"work,":[2],"we":[3],"propose":[4],"a":[5,145,211],"Deep":[6],"neural":[7],"network-assisted":[8],"Particle":[9],"Filter-based":[10],"(DePF)":[11],"approach":[12],"to":[13,72,83,121,132],"address":[14],"the":[15,38,41,52,61,73,78,85,90,97,106,113,123,156,165,171,177,180,184,190,204,217,219],"Mobile":[16],"User":[17],"(MU)":[18],"joint":[19,134,197],"synchronization":[20,92,205],"and":[21,40,56,66,148,167,194,208,222,231],"localization":[22],"(sync&loc)":[23],"problem":[24],"in":[25],"ultra-dense":[26],"networks.":[27],"particular,":[29,200],"DePF":[30,94,136],"deploys":[31],"an":[32,64,67],"asymmetric":[33],"time-stamp":[34,206],"exchange":[35,207],"mechanism":[36],"between":[37,63],"MUs":[39],"Access":[42],"Points":[43],"(APs),":[44],"which,":[45],"traditionally,":[46],"provides":[47],"us":[48],"with":[49,105],"information":[50,59,160],"about":[51,60],"MUs\u2019":[53],"clock":[54,168,223],"offset":[55,224],"skew.":[57],"However,":[58],"distance":[62],"AP":[65],"MU":[68],"is":[69,103,118],"also":[70,119],"intrinsic":[71],"propagation":[74],"delay":[75],"experienced":[76,111],"by":[77,112],"exchanged":[79],"time-stamps.":[80],"addition,":[82],"estimate":[84],"angle":[86],"of":[87,89,155,159,170,179,189,216],"arrival":[88],"received":[91],"packets,":[93],"draws":[95],"on":[96,138,203],"multiple":[98],"signal":[99],"classification":[100],"algorithm":[101,182],"that":[102,142,188],"fed":[104],"Channel":[107],"Impulse":[108],"Response":[109],"(CIR)":[110],"sync":[114],"packets.":[115],"The":[116,173],"CIR":[117],"leveraged":[120],"determine":[122],"link":[124],"condition,":[125],"i.e.":[126],"Line-of-Sight":[127],"(LoS)":[128],"or":[129],"Non-LoS.":[130],"Finally,":[131],"perform":[133],"sync&loc,":[135],"capitalizes":[137],"particle":[139],"Gaussian":[140],"mixtures":[141],"allow":[143],"for":[144,214],"hybrid":[146],"particle-based":[147],"parametric":[149],"Bayesian":[150],"Recursive":[151],"Filtering":[152],"(BRF)":[153],"fusion":[154],"aforementioned":[157],"pieces":[158],"and,":[161],"thus,":[162],"jointly":[163],"estimates":[164],"position":[166,221],"parameters":[169],"MUs.":[172],"simulation":[174],"results":[175],"verify":[176],"superiority":[178],"proposed":[181],"over":[183],"state-of-the-art":[185],"schemes,":[186],"especially":[187],"extended":[191],"Kalman":[192],"filter-":[193],"linearized":[195],"BRF-based":[196],"sync&loc.":[198],"only":[201],"drawing":[202],"CIRs":[209],"from":[210],"single":[212],"AP,":[213],"90%":[215],"cases,":[218],"absolute":[220],"estimation":[225],"error":[226],"remain":[227],"below":[228],"1":[229],"meter":[230],"2":[232],"nanoseconds,":[233],"respectively.":[234]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}