{"id":"https://openalex.org/W4400277586","doi":"https://doi.org/10.1109/wcnc57260.2024.10571040","title":"Performance of Linear Coding and Transmission in Low-Latency Computer Vision Offloading","display_name":"Performance of Linear Coding and Transmission in Low-Latency Computer Vision Offloading","publication_year":2024,"publication_date":"2024-04-21","ids":{"openalex":"https://openalex.org/W4400277586","doi":"https://doi.org/10.1109/wcnc57260.2024.10571040"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc57260.2024.10571040","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc57260.2024.10571040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5010831970","display_name":"Jakub \u017d\u00e1dn\u00edk","orcid":"https://orcid.org/0000-0002-1562-0881"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jakub \u017dadn\u00edk","raw_affiliation_strings":["Tampere University,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081885593","display_name":"Anthony Trioux","orcid":"https://orcid.org/0000-0003-3457-3301"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Anthony Trioux","raw_affiliation_strings":["Tampere University,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090674929","display_name":"Michel Kieffer","orcid":"https://orcid.org/0000-0002-1049-3123"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Michel Kieffer","raw_affiliation_strings":["Tampere University,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014056494","display_name":"Markku M\u00e4kitalo","orcid":"https://orcid.org/0000-0001-8164-0031"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markku M\u00e4kitalo","raw_affiliation_strings":["Tampere University,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034794099","display_name":"Fran\u00e7ois\u2010Xavier Coudoux","orcid":"https://orcid.org/0000-0002-5817-7429"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210123471","display_name":"Institut d'\u00e9lectronique de micro\u00e9lectronique et de nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I137614889","https://openalex.org/I2279609970","https://openalex.org/I3132279224","https://openalex.org/I4210095849","https://openalex.org/I4210123471","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois-Xavier Coudoux","raw_affiliation_strings":["UMR 8520-IEMN, UPHF, CNRS, Univ. LIlle. YNCREA, Centrale Lille,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UMR 8520-IEMN, UPHF, CNRS, Univ. LIlle. YNCREA, Centrale Lille,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210123471","https://openalex.org/I7454413"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003794349","display_name":"Patrick Corlay","orcid":"https://orcid.org/0000-0002-3407-8805"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Corlay","raw_affiliation_strings":["Univ. Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des Signaux et Syst&#x00E8;mes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des Signaux et Syst&#x00E8;mes,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050272735","display_name":"Pekka J\u00e4\u00e4skel\u00e4inen","orcid":"https://orcid.org/0000-0001-5707-8544"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pekka J\u00e4\u00e4skel\u00e4inen","raw_affiliation_strings":["Tampere University,Finland","TUT - Tampere University of Technology [Tampere] (Kalevantie 4, FI-33014 - Finland)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Finland","institution_ids":["https://openalex.org/I166825849"]},{"raw_affiliation_string":"TUT - Tampere University of Technology [Tampere] (Kalevantie 4, FI-33014 - Finland)","institution_ids":["https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9988999962806702,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7277309894561768},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.476053923368454},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.44728559255599976},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3451594114303589},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1453663408756256}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7277309894561768},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.476053923368454},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.44728559255599976},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3451594114303589},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1453663408756256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wcnc57260.2024.10571040","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc57260.2024.10571040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04664803v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04664803","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE Wireless Communications and Networking Conference (WCNC), Apr 2024, Dubai, United Arab Emirates. pp.1-6, &#x27E8;10.1109/WCNC57260.2024.10571040&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:trepo.tuni.fi:10024/211405","is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/211405","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2040903332","https://openalex.org/W2070609206","https://openalex.org/W2082624603","https://openalex.org/W2119936328","https://openalex.org/W2123258612","https://openalex.org/W2146395539","https://openalex.org/W2160766950","https://openalex.org/W2240083342","https://openalex.org/W2243883016","https://openalex.org/W2296154301","https://openalex.org/W2340897893","https://openalex.org/W2600952662","https://openalex.org/W2748976690","https://openalex.org/W2770602427","https://openalex.org/W2944068032","https://openalex.org/W2954678707","https://openalex.org/W2982083293","https://openalex.org/W3021415217","https://openalex.org/W3082548248","https://openalex.org/W3088343230","https://openalex.org/W3088546539","https://openalex.org/W3089957179","https://openalex.org/W3101299406","https://openalex.org/W3115005232","https://openalex.org/W3130131412","https://openalex.org/W3159093304","https://openalex.org/W3181499151","https://openalex.org/W3186910762","https://openalex.org/W3193873053","https://openalex.org/W3195997474","https://openalex.org/W3202918664","https://openalex.org/W4212936296","https://openalex.org/W4221162285","https://openalex.org/W4283273602","https://openalex.org/W4286248291","https://openalex.org/W4308279937","https://openalex.org/W4321609139","https://openalex.org/W4327779056","https://openalex.org/W4328027493","https://openalex.org/W4383102779","https://openalex.org/W4386076325"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Image":[0],"communication":[1],"increasingly":[2],"involves":[3],"machine-to-machine":[4],"delivery.":[5],"For":[6],"example,":[7],"images":[8,100,130,157],"acquired":[9],"by":[10,134,159],"an":[11,20,61],"autonomous":[12],"drone":[13],"can":[14],"be":[15],"compressed":[16],"and":[17,36,65,102,120,126,132,169],"sent":[18],"to":[19,51,72,118,167,175],"edge":[21],"server":[22],"over":[23,129],"a":[24,52,91],"wireless":[25],"network":[26,112],"for":[27,115],"resource-intensive":[28],"processing.":[29],"Traditional":[30],"compression":[31,41],"techniques":[32],"involving":[33],"transform,":[34],"quantization,":[35],"entropy":[37],"coding":[38],"reach":[39],"high":[40],"efficiency,":[42],"but":[43],"channel":[44,85,147,180],"conditions":[45,86],"worse":[46],"than":[47],"expected":[48],"may":[49],"lead":[50],"sharp":[53],"decrease":[54],"in":[55],"the":[56,109,140,146,151,179],"decoded":[57],"image":[58,80],"quality.":[59],"As":[60],"alternative,":[62],"Linear":[63],"Coding":[64],"Transmission":[66],"(LCT)":[67],"systems":[68],"have":[69],"been":[70],"proposed":[71],"avoid":[73],"this":[74],"digital":[75],"cliff":[76,152],"problem:":[77],"The":[78],"reconstructed":[79],"quality":[81,148],"decreases":[82],"gradually":[83],"as":[84],"degrade.":[87],"This":[88],"paper":[89],"presents":[90],"comprehensive":[92],"evaluation":[93],"of":[94,111],"computer":[95],"vision":[96],"tasks":[97],"with":[98,155],"input":[99],"processed":[101,158],"transmitted":[103,131],"using":[104],"LCT.":[105],"It":[106],"also":[107],"analyses":[108],"benefits":[110],"retraining,":[113],"accounting":[114],"impairments":[116],"due":[117],"LCT":[119,135,160],"noisy":[121,156],"channel.":[122],"Considering":[123],"object":[124],"detection":[125,162],"semantic":[127],"segmentation":[128,170],"received":[133],"systems,":[136],"we":[137],"show":[138],"that":[139],"task":[141],"accuracy":[142],"degrades":[143],"smoothly":[144],"when":[145,178],"decreases,":[149],"avoiding":[150],"effect.":[153],"Retraining":[154],"restores":[161],"mAP":[163],"degradation":[164,172],"from":[165,173],"23.8%":[166],"4.4%":[168],"mIoU":[171],"43.2%":[174],"8.1":[176],"%":[177],"signal-to-noise":[181],"ratio":[182],"is":[183],"10":[184],"dB.":[185]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
