{"id":"https://openalex.org/W4412509392","doi":"https://doi.org/10.1007/s10462-025-11317-4","title":"A comprehensive systematic literature review on artificial intelligence for error correction and modulation schemes in next-generation satellite communications","display_name":"A comprehensive systematic literature review on artificial intelligence for error correction and modulation schemes in next-generation satellite communications","publication_year":2025,"publication_date":"2025-07-21","ids":{"openalex":"https://openalex.org/W4412509392","doi":"https://doi.org/10.1007/s10462-025-11317-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-025-11317-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-025-11317-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-025-11317-4.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-025-11317-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063903845","display_name":"Ekta Sharma","orcid":"https://orcid.org/0000-0003-3692-382X"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ekta Sharma","raw_affiliation_strings":["School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071206205","display_name":"Christopher P. Davey","orcid":"https://orcid.org/0000-0002-4742-9635"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Christopher P. Davey","raw_affiliation_strings":["School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ravinesh C. Deo","orcid":null},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ravinesh C. Deo","raw_affiliation_strings":["School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075896708","display_name":"Brad Carter","orcid":"https://orcid.org/0000-0003-0035-8769"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brad D. Carter","raw_affiliation_strings":["Centre for Astrophysics, University of Southern Queensland, Toowoomba, QLD, 4350, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Astrophysics, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060780612","display_name":"Sancho Salcedo\u2010Sanz","orcid":"https://orcid.org/0000-0002-4048-1676"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sancho Salcedo-Sanz","raw_affiliation_strings":["Department of Signal Processing and Communications, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares, 28805, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Processing and Communications, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares, 28805, Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063903845"],"corresponding_institution_ids":["https://openalex.org/I185523456"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":{"value":3090,"currency":"USD","value_usd":3090},"fwci":2.04,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87634409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"58","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9991000294685364,"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":0.9991000294685364,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12079","display_name":"IoT Networks and Protocols","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7656614780426025},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5069565773010254},{"id":"https://openalex.org/keywords/systematic-error","display_name":"Systematic error","score":0.45913106203079224},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.44312500953674316},{"id":"https://openalex.org/keywords/communications-satellite","display_name":"Communications satellite","score":0.43422067165374756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4107089638710022},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06211891770362854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7656614780426025},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5069565773010254},{"id":"https://openalex.org/C100253034","wikidata":"https://www.wikidata.org/wiki/Q196372","display_name":"Systematic error","level":2,"score":0.45913106203079224},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.44312500953674316},{"id":"https://openalex.org/C121308736","wikidata":"https://www.wikidata.org/wiki/Q149918","display_name":"Communications satellite","level":3,"score":0.43422067165374756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4107089638710022},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06211891770362854},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-025-11317-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-025-11317-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-025-11317-4.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10462-025-11317-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-025-11317-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-025-11317-4.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320985","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57"},{"id":"https://openalex.org/F4320337300","display_name":"Office of National Intelligence","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412509392.pdf","grobid_xml":"https://content.openalex.org/works/W4412509392.grobid-xml"},"referenced_works_count":120,"referenced_works":["https://openalex.org/W102391169","https://openalex.org/W611205441","https://openalex.org/W1482626664","https://openalex.org/W1516766829","https://openalex.org/W1536929369","https://openalex.org/W1964418162","https://openalex.org/W1981276685","https://openalex.org/W1988646336","https://openalex.org/W1995875735","https://openalex.org/W1997834106","https://openalex.org/W1997956955","https://openalex.org/W2002073898","https://openalex.org/W2004229705","https://openalex.org/W2010995690","https://openalex.org/W2017950960","https://openalex.org/W2018111243","https://openalex.org/W2029490106","https://openalex.org/W2039544061","https://openalex.org/W2054934177","https://openalex.org/W2063723330","https://openalex.org/W2090938492","https://openalex.org/W2096266245","https://openalex.org/W2109606373","https://openalex.org/W2111891489","https://openalex.org/W2113237846","https://openalex.org/W2114207424","https://openalex.org/W2116396379","https://openalex.org/W2116505183","https://openalex.org/W2121606987","https://openalex.org/W2121763221","https://openalex.org/W2122683098","https://openalex.org/W2128296656","https://openalex.org/W2128765501","https://openalex.org/W2138020668","https://openalex.org/W2148575324","https://openalex.org/W2151065501","https://openalex.org/W2276027939","https://openalex.org/W2522194099","https://openalex.org/W2542954179","https://openalex.org/W2567362164","https://openalex.org/W2616985635","https://openalex.org/W2765905280","https://openalex.org/W2792573553","https://openalex.org/W2799547155","https://openalex.org/W2808558292","https://openalex.org/W2890246027","https://openalex.org/W2901274536","https://openalex.org/W2919248074","https://openalex.org/W2929612105","https://openalex.org/W2946889564","https://openalex.org/W2963798485","https://openalex.org/W2964324349","https://openalex.org/W2971351707","https://openalex.org/W2980068837","https://openalex.org/W2985274642","https://openalex.org/W2990993261","https://openalex.org/W2994722919","https://openalex.org/W3000255556","https://openalex.org/W3006589049","https://openalex.org/W3007493000","https://openalex.org/W3008845814","https://openalex.org/W3011085742","https://openalex.org/W3013647277","https://openalex.org/W3016970793","https://openalex.org/W3021612614","https://openalex.org/W3022612213","https://openalex.org/W3022646990","https://openalex.org/W3030783280","https://openalex.org/W3036589489","https://openalex.org/W3038769649","https://openalex.org/W3043143861","https://openalex.org/W3047546935","https://openalex.org/W3048657120","https://openalex.org/W3063849920","https://openalex.org/W3073332287","https://openalex.org/W3091203760","https://openalex.org/W3110943199","https://openalex.org/W3116100233","https://openalex.org/W3128616101","https://openalex.org/W3130968093","https://openalex.org/W3137781708","https://openalex.org/W3144443531","https://openalex.org/W3146142859","https://openalex.org/W3158960591","https://openalex.org/W3161348053","https://openalex.org/W3163392284","https://openalex.org/W3172677986","https://openalex.org/W3176048614","https://openalex.org/W3176707157","https://openalex.org/W3196647917","https://openalex.org/W4200206738","https://openalex.org/W4206246546","https://openalex.org/W4210905263","https://openalex.org/W4220725574","https://openalex.org/W4224244741","https://openalex.org/W4225909459","https://openalex.org/W4226080084","https://openalex.org/W4240186874","https://openalex.org/W4281554856","https://openalex.org/W4292969914","https://openalex.org/W4293776836","https://openalex.org/W4308216524","https://openalex.org/W4308694605","https://openalex.org/W4312312028","https://openalex.org/W4313437891","https://openalex.org/W4313555907","https://openalex.org/W4313656615","https://openalex.org/W4313886762","https://openalex.org/W4315750712","https://openalex.org/W4315783205","https://openalex.org/W4317434991","https://openalex.org/W4320896676","https://openalex.org/W4323825006","https://openalex.org/W4390552072","https://openalex.org/W4395672133","https://openalex.org/W4400410984","https://openalex.org/W4401110781","https://openalex.org/W4401618937","https://openalex.org/W4405241748","https://openalex.org/W4406728901"],"related_works":["https://openalex.org/W1069751508","https://openalex.org/W1491406338","https://openalex.org/W2380767945","https://openalex.org/W2379499433","https://openalex.org/W2520802852","https://openalex.org/W2074904525","https://openalex.org/W2496499739","https://openalex.org/W2028190576","https://openalex.org/W4206958678","https://openalex.org/W2373343648"],"abstract_inverted_index":{"Abstract":[0],"Communication":[1],"systems":[2],"continue":[3],"to":[4,70,75,137,227,240],"embrace":[5],"the":[6,56,59,64,90,123,139,157,190,219],"potential":[7],"of":[8,58,94,142,165,193,231],"Artificial":[9],"Intelligence":[10],"(AI)":[11],"in":[12,30,33,206],"error":[13,116,197],"correction":[14],"codes":[15,188,201],"(ECC)":[16],"with":[17,126,162,209],"coded":[18],"modulation":[19],"schemes":[20],"(CMS).":[21],"Despite":[22],"this,":[23],"there":[24],"remains":[25],"a":[26,52,127,203,229],"substantial":[27],"performance":[28,93,141,151],"gap":[29,74],"AI":[31,40,96,225],"methods":[32],"terrestrial":[34,143,235],"and":[35,41,78,88,92,108,120,132,145,167,196,217,223,236],"satellite":[36],"communication":[37],"systems.":[38],"Additionally,":[39],"power":[42,194],"efficiency":[43,77,208],"for":[44,102,234,243],"Low":[45],"Earth":[46],"Orbit":[47],"(LEO)":[48],"satellites":[49,147,238],"have":[50,98],"shown":[51],"critical":[53],"gap.":[54],"To":[55],"best":[57,191],"author\u2019s":[60],"knowledge,":[61],"this":[62,72],"is":[63],"first":[65],"Systematic":[66],"literature":[67],"review":[68,220],"attempting":[69],"bridge":[71],"vital":[73],"boost":[76],"add":[79],"fault":[80],"tolerance.":[81],"From":[82],"389":[83],"articles":[84],"published":[85],"between":[86],"1993":[87],"2023,":[89],"construction":[91],"33":[95],"algorithms":[97],"been":[99],"comprehensively":[100],"reviewed":[101],"16":[103],"ECC,":[104],"seven":[105],"higher-order":[106],"CMS,":[107],"LEO":[109,146,237],"satellites.":[110],"Based":[111],"on":[112],"four":[113],"key":[114],"parameters:":[115],"correction,":[117],"modulation,":[118],"power,":[119],"energy":[121,207],"efficiency,":[122],"PRISMA":[124],"strategy":[125],"27-item":[128],"checklist":[129],"was":[130,156,181],"adopted":[131],"63":[133],"studies":[134],"were":[135],"selected":[136],"investigate":[138],"AI-based":[140],"(40-studies)":[144],"(23-studies).":[148],"Analysing":[149],"nine":[150],"metrics,":[152],"Convolutional":[153],"Neural":[154,174],"Network":[155,175],"most":[158],"popular":[159],"choice":[160],"(20.6%)":[161],"an":[163,210],"accuracy":[164],"99%":[166],"SNR":[168],"from":[169],"6-20dB,":[170],"followed":[171],"by":[172],"Deep":[173],"(19.04%).":[176],"The":[177],"least":[178],"used":[179],"algorithm":[180],"Reinforcement":[182],"learning":[183],"(9.52%).":[184],"Modified":[185],"Reed":[186],"Solomon":[187],"showed":[189],"measurement":[192],"consumption":[195],"rate.":[198],"Adaptive":[199],"LDPC":[200],"provided":[202],"45%":[204],"increase":[205],"11%":[211],"computation":[212],"decrease.":[213],"Considering":[214],"appropriate":[215],"merits":[216],"challenges,":[218],"identifies,":[221],"discusses,":[222],"synthesises":[224],"results":[226],"create":[228],"summary":[230],"current":[232],"evidence":[233],"contributing":[239],"evidence-based":[241],"practice":[242],"future":[244],"researchers.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}