{"id":"https://openalex.org/W4402892167","doi":"https://doi.org/10.1109/tnet.2024.3464540","title":"Semantic-Aware Jointed Coding and Routing Design in Large-Scale Satellite Networks: A Deep Learning Approach","display_name":"Semantic-Aware Jointed Coding and Routing Design in Large-Scale Satellite Networks: A Deep Learning Approach","publication_year":2024,"publication_date":"2024-09-26","ids":{"openalex":"https://openalex.org/W4402892167","doi":"https://doi.org/10.1109/tnet.2024.3464540"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2024.3464540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2024.3464540","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","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/A5103082064","display_name":"Ronghao Gao","orcid":"https://orcid.org/0009-0006-9975-6204"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ronghao Gao","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0006-9975-6204","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006785614","display_name":"Yunlai Xu","orcid":"https://orcid.org/0000-0003-4834-0162"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlai Xu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4834-0162","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452564","display_name":"Han Li","orcid":"https://orcid.org/0000-0001-7595-0105"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Li","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071725895","display_name":"Qinyu Zhang","orcid":"https://orcid.org/0000-0001-9272-0475"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinyu Zhang","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China","Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9272-0475","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100753650","display_name":"Zhihua Yang","orcid":"https://orcid.org/0000-0002-6478-4866"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Yang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6478-4866","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103082064"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":6.8305,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96185802,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"32","issue":"6","first_page":"5415","last_page":"5429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12042","display_name":"Satellite Communication Systems","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10829","display_name":"Interconnection Networks and Systems","score":0.9932000041007996,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9552000164985657,"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":0.6581873297691345},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5323888063430786},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5186309218406677},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5178658962249756},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4975607693195343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4280134439468384},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3323078751564026},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13621169328689575},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.13606098294258118},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13026392459869385},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06918144226074219},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.06787040829658508},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06749832630157471}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6581873297691345},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5323888063430786},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5186309218406677},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5178658962249756},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4975607693195343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4280134439468384},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3323078751564026},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13621169328689575},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.13606098294258118},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13026392459869385},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06918144226074219},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.06787040829658508},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06749832630157471}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2024.3464540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2024.3464540","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4343183693","display_name":null,"funder_award_id":"62027802","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4745356048","display_name":null,"funder_award_id":"PCL2024A01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5988079719","display_name":null,"funder_award_id":"62371158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1833260794","https://openalex.org/W2048320060","https://openalex.org/W2061125936","https://openalex.org/W2087178199","https://openalex.org/W2134310405","https://openalex.org/W2196937749","https://openalex.org/W2339297560","https://openalex.org/W2803418695","https://openalex.org/W2808309969","https://openalex.org/W2898035736","https://openalex.org/W2912168029","https://openalex.org/W2941952695","https://openalex.org/W2963174256","https://openalex.org/W2981096252","https://openalex.org/W3036851434","https://openalex.org/W3049353060","https://openalex.org/W3107857469","https://openalex.org/W3124017329","https://openalex.org/W3156082423","https://openalex.org/W3166791908","https://openalex.org/W3168068147","https://openalex.org/W3194261808","https://openalex.org/W4200620119","https://openalex.org/W4220684089","https://openalex.org/W4281702799","https://openalex.org/W4285274528","https://openalex.org/W4285742007","https://openalex.org/W4308619895","https://openalex.org/W4313350185","https://openalex.org/W4313350220","https://openalex.org/W4313449066","https://openalex.org/W4313455370","https://openalex.org/W4319302797","https://openalex.org/W4322706658","https://openalex.org/W4376480756","https://openalex.org/W4385245566","https://openalex.org/W6600880057"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W2804383999","https://openalex.org/W2802049774"],"abstract_inverted_index":{"In":[0,89],"large-scale":[1],"satellite":[2],"networks,":[3],"data":[4,83],"delivery":[5,27,139],"confronts":[6],"obvious":[7],"challenges":[8],"such":[9,151],"as":[10,152],"high":[11],"loss":[12],"rate":[13],"and":[14,25,48,63,71,84,97,117,141,165,189],"long":[15],"propagation":[16],"delay":[17],"leading":[18],"to":[19],"low":[20],"Packet":[21],"Delivery":[22],"Ratio":[23],"(PDR)":[24],"huge":[26],"latency":[28,140],"over":[29],"intermittent":[30],"Inter-Satellite":[31],"Links":[32],"(ISLs),":[33],"making":[34],"the":[35,77,81,85,91,129,137,143],"current":[36],"routing":[37,64,149,168],"algorithms":[38],"exploiting":[39],"typical":[40,148,172],"Automatic":[41],"Repeat":[42],"reQuest":[43],"(ARQ)":[44],"mechanisms":[45,150],"extremely":[46],"inefficient":[47],"even":[49],"incapable.":[50],"To":[51],"address":[52],"this":[53,56],"issue,":[54],"in":[55,80,135],"paper,":[57],"we":[58],"propose":[59],"a":[60,107,118],"semantic-aware":[61],"coding":[62,174],"joint":[65],"mechanism":[66,116,132],"called":[67],"Semantic":[68,110,119,185,190],"Adaptive":[69,111],"Coding":[70,112,181,191],"Routing":[72,121,163],"(SACR)":[73],"by":[74,100],"considering":[75],"both":[76],"semantic":[78,173],"correlations":[79],"context-dependent":[82],"link":[86],"status":[87],"knowledge.":[88],"particular,":[90],"proposed":[92,130],"SACR":[93,131],"achieves":[94],"excellent":[95],"error-tolerant":[96],"routing-agile":[98],"capabilities":[99],"an":[101],"elaborately":[102],"interactive":[103],"design":[104],"consisting":[105],"of":[106],"customized":[108],"routing-aware":[109],"Hybrid":[113],"ARQ":[114],"(SAC-HARQ)":[115],"Coding-based":[120],"Mechanism":[122],"(SCRM).":[123],"The":[124],"simulation":[125],"results":[126],"indicate":[127],"that":[128],"performs":[133],"better":[134],"reducing":[136],"average":[138],"improving":[142],"effective":[144],"throughput":[145],"compared":[146],"with":[147,171],"Open":[153],"Shortest":[154],"Path":[155],"First":[156],"(OSPF)":[157],"routing,":[158],"Deep":[159,177,183],"Q-Networks":[160],"based":[161],"Intelligent":[162],"(DQN-IR),":[164],"Real-Time":[166],"Hop-by-hop":[167],"(RTHop),":[169],"integrating":[170],"methods,":[175],"i.e.,":[176],"Learning-based":[178],"Joint":[179],"Channel-Source":[180],"(DL-JSCC),":[182],"learning-based":[184],"Communication":[186],"system":[187],"(DeepSC),":[188],"HARQ":[192],"(SCHARQ),":[193],"respectively.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
