{"id":"https://openalex.org/W4414271400","doi":"https://doi.org/10.1109/jsac.2025.3610806","title":"Unified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communications","display_name":"Unified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communications","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W4414271400","doi":"https://doi.org/10.1109/jsac.2025.3610806"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2025.3610806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3610806","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-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/A5035732692","display_name":"Xuanhao Luo","orcid":"https://orcid.org/0000-0002-8895-7231"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xuanhao Luo","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA","Department of Computer Science, North Carolina State University, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069763652","display_name":"Zhouyu Li","orcid":"https://orcid.org/0000-0002-0895-4226"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhouyu Li","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA","Department of Computer Science, North Carolina State University, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072241033","display_name":"Mingzhe Chen","orcid":"https://orcid.org/0000-0003-2570-703X"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingzhe Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA","Department of Electrical and Computer Engineering, University of Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA","institution_ids":["https://openalex.org/I145608581"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, FL, USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039743876","display_name":"Ruozhou Yu","orcid":"https://orcid.org/0000-0003-0905-5158"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruozhou Yu","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA","Department of Computer Science, North Carolina State University, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080122431","display_name":"Shiwen Mao","orcid":"https://orcid.org/0000-0002-7052-0007"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiwen Mao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373044","display_name":"Yuchen Liu","orcid":"https://orcid.org/0000-0001-7505-9718"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuchen Liu","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA","Department of Computer Science, North Carolina State University, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035732692"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28272975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":null,"first_page":"913","last_page":"926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9631999731063843,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9631999731063843,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9592999815940857,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9574999809265137,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/lossless-compression","display_name":"Lossless compression","score":0.5828999876976013},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5515999794006348},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.5382999777793884},{"id":"https://openalex.org/keywords/adaptive-coding","display_name":"Adaptive coding","score":0.5299999713897705},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5127999782562256},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.48910000920295715},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.4487000107765198},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.44429999589920044},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4284999966621399},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.36489999294281006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8831999897956848},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.5828999876976013},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5515999794006348},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.5382999777793884},{"id":"https://openalex.org/C57890076","wikidata":"https://www.wikidata.org/wiki/Q4680725","display_name":"Adaptive coding","level":4,"score":0.5299999713897705},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5127999782562256},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.48910000920295715},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45320001244544983},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.4487000107765198},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.44429999589920044},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43939998745918274},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4284999966621399},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.36489999294281006},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.35040000081062317},{"id":"https://openalex.org/C1769480","wikidata":"https://www.wikidata.org/wiki/Q1345239","display_name":"Entropy encoding","level":3,"score":0.3474000096321106},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.34700000286102295},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.3246999979019165},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.32120001316070557},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31619998812675476},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3100000023841858},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.3070000112056732},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.28839999437332153},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C97744766","wikidata":"https://www.wikidata.org/wiki/Q870845","display_name":"Channel capacity","level":3,"score":0.26910001039505005},{"id":"https://openalex.org/C113508815","wikidata":"https://www.wikidata.org/wiki/Q193446","display_name":"Packet switching","level":3,"score":0.26739999651908875},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.25360000133514404},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2025.3610806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3610806","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1842440418","display_name":null,"funder_award_id":"CNS\u20132312138","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3239739925","display_name":null,"funder_award_id":"CNS\u20132440756","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G332766267","display_name":null,"funder_award_id":"ECCS-2434054","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4746578975","display_name":null,"funder_award_id":"CCSS-2434053","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5146178592","display_name":null,"funder_award_id":"CNS\u20132312139","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5927015223","display_name":null,"funder_award_id":"CNS-2415208","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8739640495","display_name":null,"funder_award_id":"CNS?2312138","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1858904274","https://openalex.org/W1964840978","https://openalex.org/W1992371956","https://openalex.org/W1994500462","https://openalex.org/W2056746269","https://openalex.org/W2064675550","https://openalex.org/W2079145130","https://openalex.org/W2107745473","https://openalex.org/W2146395539","https://openalex.org/W2151687858","https://openalex.org/W2152281536","https://openalex.org/W2157331557","https://openalex.org/W2170239483","https://openalex.org/W2597831797","https://openalex.org/W2770825424","https://openalex.org/W2807510515","https://openalex.org/W2807576309","https://openalex.org/W2896325049","https://openalex.org/W2921424747","https://openalex.org/W2963940468","https://openalex.org/W3162937989","https://openalex.org/W3188554269","https://openalex.org/W3194620979","https://openalex.org/W3209836183","https://openalex.org/W3213070675","https://openalex.org/W3213881212","https://openalex.org/W4210320089","https://openalex.org/W4244434362","https://openalex.org/W4377047278","https://openalex.org/W4385245566","https://openalex.org/W4401609035","https://openalex.org/W4402159243","https://openalex.org/W4406457578","https://openalex.org/W4406610889","https://openalex.org/W4407127899","https://openalex.org/W4411232943","https://openalex.org/W4414535375","https://openalex.org/W7117484922"],"related_works":[],"abstract_inverted_index":{"Integrated":[0],"sensing":[1],"and":[2,13,22,52,63,94,99,118,146,152,167,172,187,190,198],"communication":[3,15,51,144,206],"systems":[4],"face":[5],"critical":[6],"challenges,":[7],"including":[8],"limited":[9],"bandwidth,":[10],"power":[11],"constraints,":[12],"varying":[14],"conditions,":[16,120],"which":[17],"demand":[18],"efficient":[19,122],"data":[20,45,65,79,97,202],"transmission":[21,46],"processing":[23],"strategies.":[24],"This":[25],"paper":[26],"introduces,":[27],"ByteTrans,":[28],"a":[29,77,105,196],"novel":[30],"joint":[31],"optimization":[32],"framework":[33,57],"that":[34,131],"integrates":[35],"byte-level":[36],"predictive":[37],"modeling":[38],"with":[39],"adaptive":[40],"model":[41,113],"scheduling":[42],"to":[43,50,61],"maximize":[44],"efficiency":[47,173],"while":[48,139],"adhering":[49],"computational":[53,189],"constraints.":[54],"The":[55],"proposed":[56],"employs":[58],"Transformer-based":[59],"models":[60,161],"predict":[62],"compress":[64],"packets":[66],"losslessly,":[67],"leveraging":[68],"the":[69,110,180],"inherent":[70],"redundancy":[71],"in":[72,143,174,204],"multi-modal":[73,205],"network":[74,176],"data.":[75],"Such":[76],"unified":[78],"compression":[80,112,135,185],"approach":[81],"predicts":[82],"occurring":[83],"byte":[84],"probabilities,":[85],"encodes":[86],"them":[87],"as":[88],"ranks":[89],"using":[90],"lossless":[91],"entropy":[92,100],"coding,":[93],"efficiently":[95],"reduces":[96],"size":[98],"across":[101,124,162],"diverse":[102],"modalities.":[103],"Then,":[104],"dynamic":[106],"adaptation":[107],"strategy":[108],"selects":[109],"optimal":[111],"based":[114],"on":[115],"packet":[116],"characteristics":[117],"channel":[119,154],"ensuring":[121],"operation":[123],"heterogeneous":[125],"sensor":[126],"environments.":[127],"Experimental":[128],"results":[129],"validate":[130],"our":[132],"scheme":[133],"achieves":[134],"rates":[136],"exceeding":[137],"50%,":[138],"showcasing":[140,169],"substantial":[141],"reductions":[142],"time":[145],"bandwidth":[147],"usage":[148],"under":[149],"both":[150],"normal":[151],"adverse":[153],"conditions.":[155],"Furthermore,":[156],"we":[157],"effectively":[158],"implement":[159],"these":[160],"various":[163,175],"real-world":[164],"edge":[165],"sensors":[166],"servers,":[168],"their":[170],"practicality":[171],"applications.":[177],"By":[178],"addressing":[179],"trade-offs":[181],"between":[182],"achieving":[183],"lower":[184],"ratios":[186],"limiting":[188],"energy":[191],"consumption,":[192],"this":[193],"work":[194],"establishes":[195],"scalable":[197],"robust":[199],"solution":[200],"for":[201],"management":[203],"systems.":[207]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
