{"id":"https://openalex.org/W4408100396","doi":"https://doi.org/10.1109/ants63515.2024.10898333","title":"Forecasting and Mitigating Interference in TDD Mobile Communication Networks Using Machine Learning: A Data-Driven Approach","display_name":"Forecasting and Mitigating Interference in TDD Mobile Communication Networks Using Machine Learning: A Data-Driven Approach","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4408100396","doi":"https://doi.org/10.1109/ants63515.2024.10898333"},"language":"en","primary_location":{"id":"doi:10.1109/ants63515.2024.10898333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants63515.2024.10898333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"},"type":"article","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/A5103602899","display_name":"Pratap Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pratap Singh","raw_affiliation_strings":["Samsung Research Institute,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung Research Institute,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110751660","display_name":"Karthikeyan Subramaniam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karthikeyan Subramaniam","raw_affiliation_strings":["Samsung Research Institute,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung Research Institute,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088695682","display_name":"Jamsheed Manja Ppallan","orcid":"https://orcid.org/0000-0002-4990-5500"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jamsheed Manja Ppallan","raw_affiliation_strings":["Samsung Research Institute,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung Research Institute,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055409893","display_name":"V. Seenivasan","orcid":"https://orcid.org/0000-0002-8331-1140"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varadarajan Seenivasan","raw_affiliation_strings":["Samsung Research Institute,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung Research Institute,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Saravanan Balasubramanian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saravanan Balasubramanian","raw_affiliation_strings":["Samsung Research Institute,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung Research Institute,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050563341","display_name":"Deepanshu Gautam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepanshu Gautam","raw_affiliation_strings":["Samsung Research Institute,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung Research Institute,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093687568","display_name":"S. Karun Vikhash","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S Karun Vikhash","raw_affiliation_strings":["PSG College of Technology,Department of Electronics & Communication,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"PSG College of Technology,Department of Electronics & Communication,Coimbatore,India","institution_ids":["https://openalex.org/I4210109528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5103602899"],"corresponding_institution_ids":["https://openalex.org/I4210139030"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25332774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.8245999813079834,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.8245999813079834,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.7239000201225281,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10575","display_name":"Wireless Communication Networks Research","score":0.673799991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7465304136276245},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5850041508674622},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4924353063106537},{"id":"https://openalex.org/keywords/data-driven","display_name":"Data-driven","score":0.41038286685943604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3333769142627716},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30648672580718994},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2408495843410492}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7465304136276245},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5850041508674622},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4924353063106537},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.41038286685943604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3333769142627716},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30648672580718994},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2408495843410492},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants63515.2024.10898333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants63515.2024.10898333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2375786911","https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4252076617","https://openalex.org/W1991205173","https://openalex.org/W2367630196","https://openalex.org/W2109048960","https://openalex.org/W756944427","https://openalex.org/W2349547031","https://openalex.org/W2741481635"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,71,86],"investigate":[4],"the":[5,75,78],"application":[6],"of":[7,50,80,92],"artificial":[8],"intelligence":[9],"(AI)":[10],"and":[11,28,54,73,108],"machine":[12],"learning":[13],"(ML)":[14],"methods":[15],"to":[16,45],"predict":[17],"potential":[18],"cross-link":[19],"interference":[20,31,52],"occurrences":[21],"in":[22],"Time":[23],"Division":[24],"Duplex":[25],"(TDD)":[26],"networks":[27],"identify":[29],"optimal":[30],"mitigation":[32,115],"strategies.":[33],"By":[34],"combining":[35],"network":[36],"performance":[37],"data":[38],"with":[39,68],"weather":[40],"information,":[41],"our":[42],"objective":[43],"is":[44],"establish":[46],"predictive":[47],"models":[48],"capable":[49],"anticipating":[51],"challenges":[53],"suggesting":[55],"proactive":[56],"solutions.":[57],"Utilizing":[58],"datasets":[59],"obtained":[60],"from":[61],"a":[62,81,88],"prominent":[63],"Indian":[64],"telecommunication":[65],"provider,":[66],"enriched":[67],"meteorological":[69],"data,":[70],"train":[72],"evaluate":[74],"models.":[76],"Through":[77],"implementation":[79],"Random":[82],"Forest":[83],"(RF)":[84],"algorithm,":[85],"achieve":[87],"remarkable":[89],"prediction":[90],"accuracy":[91],"$\\mathbf{9":[93,101,109],"4.":[94],"0":[95],"7":[96],"\\%}$":[97,104,113],"for":[98,105,114],"aggressor":[99],"nodes,":[100,107],"7.":[102],"6":[103],"victim":[106],"3.":[110],"8":[111],"5":[112],"schemes.":[116]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}