{"id":"https://openalex.org/W3127310868","doi":"https://doi.org/10.1109/ants50601.2020.9342832","title":"A Novel Front-haul Bandwidth Compression Method for RAN Systems","display_name":"A Novel Front-haul Bandwidth Compression Method for RAN Systems","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3127310868","doi":"https://doi.org/10.1109/ants50601.2020.9342832","mag":"3127310868"},"language":"en","primary_location":{"id":"doi:10.1109/ants50601.2020.9342832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants50601.2020.9342832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 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/A5044721863","display_name":"Satya Kumar Vankayala","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":"Satya Kumar Vankayala","raw_affiliation_strings":["Samsung R&D Institute India Bangalore,Networks S/W R&D Group,Bengaluru,India","Networks S/W R&D Group, Samsung R&D Institute India Bangalore, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Samsung R&D Institute India Bangalore,Networks S/W R&D Group,Bengaluru,India","institution_ids":["https://openalex.org/I4210139030"]},{"raw_affiliation_string":"Networks S/W R&D Group, Samsung R&D Institute India Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042549367","display_name":"Gaurav Potnis","orcid":"https://orcid.org/0000-0002-7970-2114"},"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":"Gaurav Potnis","raw_affiliation_strings":["Samsung R&D Institute India Bangalore,Networks S/W R&D Group,Bengaluru,India","Networks S/W R&D Group, Samsung R&D Institute India Bangalore, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Samsung R&D Institute India Bangalore,Networks S/W R&D Group,Bengaluru,India","institution_ids":["https://openalex.org/I4210139030"]},{"raw_affiliation_string":"Networks S/W R&D Group, Samsung R&D Institute India Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057349904","display_name":"K Gautam Shenoy","orcid":"https://orcid.org/0000-0002-2396-4473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konchady Gautam Shenoy","raw_affiliation_strings":["IISc,ECE Department,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"IISc,ECE Department,Bengaluru,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109566077","display_name":"Seungil Yoon","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungil Yoon","raw_affiliation_strings":["Samsung Electronics,Network Business,Suwon,South Korea","Network Business, Samsung Electronics, Suwon, South Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics,Network Business,Suwon,South Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"Network Business, Samsung Electronics, Suwon, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014172274","display_name":"Swaraj Kumar","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":"Swaraj Kumar","raw_affiliation_strings":["Samsung R&D Institute India Bangalore,Networks S/W R&D Group,Bengaluru,India","Networks S/W R&D Group, Samsung R&D Institute India Bangalore, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Samsung R&D Institute India Bangalore,Networks S/W R&D Group,Bengaluru,India","institution_ids":["https://openalex.org/I4210139030"]},{"raw_affiliation_string":"Networks S/W R&D Group, Samsung R&D Institute India Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I4210139030"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044721863"],"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":0.15798323,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9991999864578247,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7763658761978149},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5881136059761047},{"id":"https://openalex.org/keywords/ran","display_name":"Ran","score":0.5508853197097778},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4929819107055664},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.46691015362739563},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4472992718219757},{"id":"https://openalex.org/keywords/c-ran","display_name":"C-RAN","score":0.42754867672920227},{"id":"https://openalex.org/keywords/front-and-back-ends","display_name":"Front and back ends","score":0.425345778465271},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4055241644382477},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3552553057670593},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.341682493686676},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.31748414039611816},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.27023378014564514},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.1797274351119995},{"id":"https://openalex.org/keywords/mobile-station","display_name":"Mobile station","score":0.1748758852481842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13979408144950867}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763658761978149},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5881136059761047},{"id":"https://openalex.org/C160704184","wikidata":"https://www.wikidata.org/wiki/Q18031028","display_name":"Ran","level":2,"score":0.5508853197097778},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4929819107055664},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.46691015362739563},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4472992718219757},{"id":"https://openalex.org/C2779765720","wikidata":"https://www.wikidata.org/wiki/Q5005908","display_name":"C-RAN","level":5,"score":0.42754867672920227},{"id":"https://openalex.org/C53016008","wikidata":"https://www.wikidata.org/wiki/Q620167","display_name":"Front and back ends","level":2,"score":0.425345778465271},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4055241644382477},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3552553057670593},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.341682493686676},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.31748414039611816},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.27023378014564514},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.1797274351119995},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.1748758852481842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13979408144950867},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants50601.2020.9342832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants50601.2020.9342832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W227597898","https://openalex.org/W1733806262","https://openalex.org/W1978842364","https://openalex.org/W2008716187","https://openalex.org/W2027995896","https://openalex.org/W2051723053","https://openalex.org/W2064969374","https://openalex.org/W2099111195","https://openalex.org/W2134289576","https://openalex.org/W2210387432","https://openalex.org/W2213621529","https://openalex.org/W2486703758","https://openalex.org/W2783634915","https://openalex.org/W2962883369","https://openalex.org/W3025412407","https://openalex.org/W3093711096","https://openalex.org/W3097974940","https://openalex.org/W3103833233"],"related_works":["https://openalex.org/W3037103914","https://openalex.org/W3018338683","https://openalex.org/W2922954044","https://openalex.org/W4315630224","https://openalex.org/W2618068568","https://openalex.org/W3197340217","https://openalex.org/W4294306393","https://openalex.org/W4381187802","https://openalex.org/W4311923021","https://openalex.org/W2692554635"],"abstract_inverted_index":{"Recently,":[0],"there":[1],"has":[2],"been":[3],"a":[4,40,116],"significant":[5],"increase":[6],"in":[7,15,23],"users":[8],"as":[9,11,104,106],"well":[10,105],"user":[12],"data":[13,44],"requirements":[14],"mobile":[16,24,37],"communications.":[17],"This":[18],"is":[19],"attributed":[20],"to":[21,50,59,114],"advances":[22],"communication":[25],"systems":[26],"and":[27,64,71,88],"networking,":[28],"along":[29],"with":[30,92],"the":[31,73,82,90],"advent":[32],"of":[33,118],"fifth":[34],"generation":[35],"(5G)":[36],"systems.":[38],"As":[39],"result,":[41],"front":[42,74],"haul":[43,75],"compression":[45,117],"techniques":[46,63],"have":[47],"become":[48],"necessary":[49],"meet":[51],"QoS":[52],"requirements.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57,111],"resort":[58],"contemporary":[60,102],"machine":[61],"learning":[62],"provide":[65],"algorithms":[66,97],"to,":[67],"respectively,":[68],"dynamically":[69],"predict":[70],"compress":[72],"data.":[76],"The":[77],"proposed":[78],"scheme":[79],"involves":[80],"evaluating":[81],"Error":[83],"Vector":[84],"Magnitude":[85],"(EVM)":[86],"metric":[87],"comparing":[89],"performance":[91],"existing":[93],"schemes.":[94],"Furthermore,":[95],"these":[96],"can":[98],"be":[99],"deployed":[100],"on":[101],"C-RAN":[103],"O-RAN":[107],"architectures.":[108],"From":[109],"simulations,":[110],"are":[112],"able":[113],"demonstrate":[115],"about":[119],"65%.":[120]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}