{"id":"https://openalex.org/W4393242461","doi":"https://doi.org/10.1109/camad59638.2023.10478405","title":"Towards Data Analytics Based PIM Detection in Wireless Networks","display_name":"Towards Data Analytics Based PIM Detection in Wireless Networks","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4393242461","doi":"https://doi.org/10.1109/camad59638.2023.10478405"},"language":"en","primary_location":{"id":"doi:10.1109/camad59638.2023.10478405","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/camad59638.2023.10478405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102530714","display_name":"Eren Deniz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eren Deniz","raw_affiliation_strings":["Yupana Inc,Walnut Creek,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yupana Inc,Walnut Creek,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089915571","display_name":"Gokcan Cantali","orcid":null},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gokcan Cantali","raw_affiliation_strings":["Bogazici University,Dept. of Computer Eng,&#x00130;stanbul,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bogazici University,Dept. of Computer Eng,&#x00130;stanbul,Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002510834","display_name":"Ozcan Ozay","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ozcan Ozay","raw_affiliation_strings":["Yupana Inc,Walnut Creek,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yupana Inc,Walnut Creek,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081003182","display_name":"Onur Y\u0131ld\u0131r\u0131m","orcid":"https://orcid.org/0000-0002-1586-1933"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Onur Yildirim","raw_affiliation_strings":["Yupana Inc,Walnut Creek,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yupana Inc,Walnut Creek,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018779142","display_name":"G\u00fcrkan G\u00fcr","orcid":"https://orcid.org/0000-0002-3105-4904"},"institutions":[{"id":"https://openalex.org/I858936495","display_name":"ZHAW Zurich University of Applied Sciences","ror":"https://ror.org/05pmsvm27","country_code":"CH","type":"education","lineage":["https://openalex.org/I858936495"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"G\u00fcrkan G\u00fcr","raw_affiliation_strings":["Zurich University of Applied Sciences (ZHAW),Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zurich University of Applied Sciences (ZHAW),Switzerland","institution_ids":["https://openalex.org/I858936495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022598362","display_name":"Fatih Alag\u00f6z","orcid":"https://orcid.org/0000-0002-2189-5371"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatih Alagoz","raw_affiliation_strings":["Bogazici University,Dept. of Computer Eng,&#x00130;stanbul,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bogazici University,Dept. of Computer Eng,&#x00130;stanbul,Turkey","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30682521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6900565028190613},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5650442242622375},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4746675491333008},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4318588674068451},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.42999422550201416},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3570316433906555},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3209848701953888},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21682000160217285},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15015631914138794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6900565028190613},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5650442242622375},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4746675491333008},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4318588674068451},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.42999422550201416},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3570316433906555},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3209848701953888},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21682000160217285},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15015631914138794}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/camad59638.2023.10478405","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/camad59638.2023.10478405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcollection.zhaw.ch:11475/31089","is_oa":false,"landing_page_url":"https://hdl.handle.net/11475/31089","pdf_url":null,"source":{"id":"https://openalex.org/S4306401811","display_name":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200744771","host_organization_name":"ZHAW Zurich University of Applied Sciences","host_organization_lineage":["https://openalex.org/I200744771"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2074399002","https://openalex.org/W2132870739","https://openalex.org/W2889018885","https://openalex.org/W2911964244","https://openalex.org/W2914091078","https://openalex.org/W2990138404","https://openalex.org/W3035818548","https://openalex.org/W3174009088","https://openalex.org/W3209417379","https://openalex.org/W4205273442","https://openalex.org/W4206158309","https://openalex.org/W4224250576","https://openalex.org/W4281679497","https://openalex.org/W4382935527","https://openalex.org/W6684773713"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W2904574413","https://openalex.org/W2462007151","https://openalex.org/W2150941767"],"abstract_inverted_index":{"Passive":[0],"Intermodulation":[1],"(PIM)":[2],"is":[3,20],"a":[4,87],"physical":[5,24],"layer":[6],"Radio":[7],"Access":[8],"Network":[9],"(RAN)":[10],"problem":[11],"observed":[12],"in":[13,39,99,111],"both":[14],"4G":[15],"and":[16,32,49,61,78,122],"5G":[17],"networks.":[18],"It":[19],"caused":[21],"by":[22,82],"internal":[23],"processes":[25],"such":[26,35],"as":[27,36],"inferior":[28],"cabling":[29],"or":[30],"rusting,":[31],"external":[33],"factors":[34],"metallic":[37],"obstacles":[38],"the":[40,46,65,112,126],"radio":[41,50],"propagation":[42],"path.":[43],"PIM":[44,72,92,97],"degrades":[45],"user":[47],"experience":[48],"resource":[51],"efficiency":[52],"while":[53],"leading":[54],"to":[55],"an":[56],"operation":[57],"overhead":[58],"for":[59,71,95,114],"detecting":[60],"mitigating":[62],"it":[63],"on":[64,75,105],"operator":[66],"side.":[67],"Nevertheless,":[68],"current":[69],"solutions":[70],"typically":[73],"rely":[74],"costly":[76],"hardware":[77],"site":[79],"visit-based":[80],"investigation":[81],"technicians.":[83],"This":[84],"work":[85],"proposes":[86],"Machine":[88],"Learning":[89],"(ML)":[90],"based":[91],"detection":[93],"scheme":[94],"identifying":[96],"problems":[98],"RAN":[100],"sites.":[101],"Our":[102],"approach":[103],"relies":[104],"network":[106,118,138],"KPI":[107],"data":[108,134],"already":[109],"collected":[110,135],"infrastructure":[113],"various":[115],"purposes,":[116],"including":[117],"monitoring,":[119],"performance":[120,127],"control,":[121],"maintenance.":[123],"We":[124],"investigate":[125],"of":[128],"our":[129],"proposed":[130],"technique":[131],"using":[132],"empirical":[133],"from":[136],"actual":[137],"cells.":[139]},"counts_by_year":[],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2025-10-10T00:00:00"}
