{"id":"https://openalex.org/W4393141326","doi":"https://doi.org/10.1109/ants59832.2023.10469144","title":"An Unified Data Compression Framework in an IoT Network: Towards Performance Improvement","display_name":"An Unified Data Compression Framework in an IoT Network: Towards Performance Improvement","publication_year":2023,"publication_date":"2023-12-17","ids":{"openalex":"https://openalex.org/W4393141326","doi":"https://doi.org/10.1109/ants59832.2023.10469144"},"language":"en","primary_location":{"id":"doi:10.1109/ants59832.2023.10469144","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ants59832.2023.10469144","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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/A5026961991","display_name":"Roshan Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Roshan Kumar","raw_affiliation_strings":["Indian Institute of Technology Kanpur,Department of Electrical Engineering,Kanpur,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kanpur,Department of Electrical Engineering,Kanpur,India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067182182","display_name":"Om Jee Pandey","orcid":"https://orcid.org/0000-0002-2418-7135"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Om Jee Pandey","raw_affiliation_strings":["Indian Institute of Technology Kanpur,Department of Electrical Engineering,Kanpur,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kanpur,Department of Electrical Engineering,Kanpur,India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085503354","display_name":"Rajesh M. Hegde","orcid":"https://orcid.org/0000-0002-6142-7724"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh M. Hegde","raw_affiliation_strings":["Indian Institute of Technology Kanpur,Department of Electrical Engineering,Kanpur,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kanpur,Department of Electrical Engineering,Kanpur,India","institution_ids":["https://openalex.org/I94234084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026961991"],"corresponding_institution_ids":["https://openalex.org/I94234084"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21426773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":null,"first_page":"240","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.7592999935150146,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.7592999935150146,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.6686999797821045,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7496225833892822},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5368967652320862},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5124407410621643},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.4978618621826172},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.414512038230896},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.25513696670532227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10794764757156372}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7496225833892822},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5368967652320862},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5124407410621643},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.4978618621826172},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.414512038230896},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25513696670532227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10794764757156372},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants59832.2023.10469144","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ants59832.2023.10469144","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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":16,"referenced_works":["https://openalex.org/W1480393301","https://openalex.org/W1570982431","https://openalex.org/W2026721333","https://openalex.org/W2107106521","https://openalex.org/W2407192810","https://openalex.org/W2587033427","https://openalex.org/W2761977508","https://openalex.org/W2793783688","https://openalex.org/W2804037537","https://openalex.org/W2919323866","https://openalex.org/W2963036739","https://openalex.org/W2964345218","https://openalex.org/W3061274557","https://openalex.org/W4242288781","https://openalex.org/W4242507195","https://openalex.org/W6713713093"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W2358668433","https://openalex.org/W2612632602","https://openalex.org/W2321805087"],"abstract_inverted_index":{"The":[0,101,143],"Internet":[1],"of":[2,17,106,121,145,163,182],"Things":[3],"(IoT)":[4],"has":[5],"fundamentally":[6],"changed":[7],"the":[8,14,39,45,51,58,88,98,115,119,127,141,146,157,164,169,173,176,180,183,192],"way":[9],"we":[10,72,132],"interact":[11],"worldwide,":[12],"however,":[13],"sheer":[15],"volume":[16],"data":[18,27,48,59,78,107,128],"it":[19,37],"generates":[20],"is":[21,28,149,159],"enormous.":[22],"Effectively":[23],"handling":[24],"this":[25,70],"extensive":[26],"a":[29,74,83,92,130],"critical":[30],"task":[31],"in":[32,137,161,191],"IoT":[33],"networks,":[34],"as":[35,129],"transmitting":[36],"over":[38,140],"network":[40,63],"consumes":[41],"significant":[42],"energy.":[43,68],"Therefore,":[44],"need":[46],"for":[47],"compression":[49,79,166],"at":[50,87,97],"sensor":[52,89],"layer":[53,90],"and":[54,62,76,91,112,114,168],"gateways":[55],"directly":[56],"improves":[57],"transmission":[60],"latency":[61],"bandwidth":[64],"requirements,":[65],"preserving":[66],"considerable":[67],"In":[69],"study,":[71],"propose":[73],"novel":[75],"unified":[77],"method":[80,185],"based":[81],"on":[82],"predictive":[84],"encoding":[85],"scheme":[86],"lossy":[93],"dimensional":[94],"reduction":[95,123,136],"framework":[96,102],"gateway":[99],"level.":[100],"involves":[103,118],"different":[104],"stages":[105],"pre-processing,":[108],"including":[109],"smoothing,":[110],"quantization,":[111],"encoding,":[113],"final":[116],"stage":[117],"utilization":[120],"dimension":[122],"techniques":[124],"to":[125,188],"compress":[126],"consequence,":[131],"achieve":[133],"an":[134],"overall":[135],"energy":[138,170],"consumption":[139],"network.":[142,174],"performance":[144,158],"proposed":[147,184],"methods":[148,190],"evaluated":[150,160],"using":[151],"real":[152],"field":[153],"sensory":[154],"data.":[155],"Here,":[156],"terms":[162],"obtained":[165,177],"factor":[167],"consumed":[171],"by":[172],"Finally,":[175],"results":[178],"demonstrate":[179],"effectiveness":[181],"when":[186],"compared":[187],"existing":[189],"literature.":[193]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
