{"id":"https://openalex.org/W4388240347","doi":"https://doi.org/10.1109/jiot.2023.3329566","title":"A New Meta-Learning Framework for Estimating Atmospheric Turbulence and Phase Noise in Optical Satellite Internet of Things Systems","display_name":"A New Meta-Learning Framework for Estimating Atmospheric Turbulence and Phase Noise in Optical Satellite Internet of Things Systems","publication_year":2023,"publication_date":"2023-11-02","ids":{"openalex":"https://openalex.org/W4388240347","doi":"https://doi.org/10.1109/jiot.2023.3329566"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3329566","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jiot.2023.3329566","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5056976545","display_name":"Xiaolin Zhou","orcid":"https://orcid.org/0000-0003-3276-8682"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolin Zhou","raw_affiliation_strings":["Key Laboratory for Information Science of Electromagnetic Waves, School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3276-8682","affiliations":[{"raw_affiliation_string":"Key Laboratory for Information Science of Electromagnetic Waves, School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077321260","display_name":"Z.Y. Lin","orcid":"https://orcid.org/0000-0001-8328-0949"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhilin Lin","raw_affiliation_strings":["Key Laboratory for Information Science of Electromagnetic Waves, School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8328-0949","affiliations":[{"raw_affiliation_string":"Key Laboratory for Information Science of Electromagnetic Waves, School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102950120","display_name":"R. Gu","orcid":"https://orcid.org/0009-0007-8892-7327"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoshi Gu","raw_affiliation_strings":["Key Laboratory for Information Science of Electromagnetic Waves, School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0007-8892-7327","affiliations":[{"raw_affiliation_string":"Key Laboratory for Information Science of Electromagnetic Waves, School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544825","display_name":"Wei Ni","orcid":"https://orcid.org/0000-0002-4933-594X"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Ni","raw_affiliation_strings":["Data61, Commonwealth Science and Industrial Research Organisation, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4933-594X","affiliations":[{"raw_affiliation_string":"Data61, Commonwealth Science and Industrial Research Organisation, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086268677","display_name":"Abbas Jamalipour","orcid":"https://orcid.org/0000-0002-1807-7220"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Jamalipour","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1807-7220","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2492,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46562822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"7","first_page":"11190","last_page":"11201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9954000115394592,"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/estimator","display_name":"Estimator","score":0.6532033681869507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6041056513786316},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5502600073814392},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5219794511795044},{"id":"https://openalex.org/keywords/minimum-mean-square-error","display_name":"Minimum mean square error","score":0.4870436489582062},{"id":"https://openalex.org/keywords/optical-wireless-communications","display_name":"Optical wireless communications","score":0.4344552159309387},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.43392783403396606},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.42391979694366455},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.41890257596969604},{"id":"https://openalex.org/keywords/optical-wireless","display_name":"Optical wireless","score":0.40014374256134033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3468456566333771},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3360695242881775},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3067612648010254},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30202046036720276},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23539459705352783},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23520222306251526},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2018372118473053}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6532033681869507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6041056513786316},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5502600073814392},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5219794511795044},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.4870436489582062},{"id":"https://openalex.org/C107021485","wikidata":"https://www.wikidata.org/wiki/Q18385577","display_name":"Optical wireless communications","level":4,"score":0.4344552159309387},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.43392783403396606},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.42391979694366455},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.41890257596969604},{"id":"https://openalex.org/C2781305180","wikidata":"https://www.wikidata.org/wiki/Q7098907","display_name":"Optical wireless","level":3,"score":0.40014374256134033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3468456566333771},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3360695242881775},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3067612648010254},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30202046036720276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23539459705352783},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23520222306251526},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2018372118473053}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3329566","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jiot.2023.3329566","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5607986989","display_name":null,"funder_award_id":"62231010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6641052412","display_name":"\u9762\u5411\u5927\u89c4\u6a21\u52a8\u6001\u7f51\u7edc\u7684\u53ca\u65f6\u53ef\u9760\u65e0\u7ebf\u901a\u4fe1\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62071126","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8419887670","display_name":"\u6cca\u677e\u6563\u5f39\u566a\u58f0\u4e2d\u5149\u5b50\u8ba1\u6570\u4ea4\u7ec7\u8fed\u4ee3\u591a\u7528\u6237\u901a\u4fe1\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61571135","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1527938171","https://openalex.org/W1556909464","https://openalex.org/W1961845250","https://openalex.org/W2005228956","https://openalex.org/W2015740533","https://openalex.org/W2064675550","https://openalex.org/W2146502635","https://openalex.org/W2346400664","https://openalex.org/W2523246573","https://openalex.org/W2556281328","https://openalex.org/W2574695514","https://openalex.org/W2600332436","https://openalex.org/W2724334266","https://openalex.org/W2734408173","https://openalex.org/W2744064201","https://openalex.org/W2994735616","https://openalex.org/W3019647487","https://openalex.org/W3094341901","https://openalex.org/W3110675837","https://openalex.org/W3115757756","https://openalex.org/W3121030234","https://openalex.org/W3136065066","https://openalex.org/W3163842339","https://openalex.org/W4200480252","https://openalex.org/W4210333600","https://openalex.org/W4214912197","https://openalex.org/W4225673077","https://openalex.org/W4283022838","https://openalex.org/W4312315462","https://openalex.org/W4316876954","https://openalex.org/W4320015934","https://openalex.org/W4368232630","https://openalex.org/W4386432213","https://openalex.org/W6631190155","https://openalex.org/W6681435938","https://openalex.org/W6717367658","https://openalex.org/W6727249380","https://openalex.org/W6743661861"],"related_works":["https://openalex.org/W2075897667","https://openalex.org/W2907746047","https://openalex.org/W3125536267","https://openalex.org/W2092431976","https://openalex.org/W2047006631","https://openalex.org/W1977047551","https://openalex.org/W2150032029","https://openalex.org/W1965959303","https://openalex.org/W1528121109","https://openalex.org/W2187692743"],"abstract_inverted_index":{"With":[0],"the":[1,40,93,125,130,139],"advantages":[2],"of":[3,23,42,129,138],"super-high-transmission":[4],"rate,":[5],"anti-electromagnetic":[6],"interference":[7],"and":[8,45,63,71,84,90,109,122],"good":[9],"confidentiality,":[10],"optical":[11],"wireless":[12],"communication":[13],"(OWC)":[14],"systems":[15],"play":[16],"an":[17],"important":[18],"role":[19],"in":[20,48,141],"satellite":[21,49],"Internet":[22],"Things":[24],"(IoT).":[25],"In":[26,112],"this":[27],"article,":[28],"we":[29],"propose":[30],"a":[31,142],"new":[32,74],"meta-learning-based":[33],"channel":[34,55,58,99],"estimation":[35,80],"scheme":[36,117],"(meta-CE)":[37],"to":[38,66,73,87],"address":[39],"challenges":[41],"atmospheric":[43],"turbulence":[44,145],"phase":[46],"distortion":[47],"OWC":[50],"links.":[51],"A":[52],"neural":[53],"network-based":[54],"estimator":[56],"outputs":[57],"parameters,":[59],"rather":[60],"than":[61,136],"categories,":[62],"utilizes":[64],"meta-learning":[65],"enhance":[67],"its":[68],"convergence":[69],"speed":[70],"adaptability":[72],"environments.":[75],"The":[76],"meta-CE":[77,131],"exhibits":[78],"superior":[79],"accuracy,":[81],"fast":[82],"convergence,":[83],"generalization,":[85],"compared":[86],"baseline":[88],"schemes,":[89],"even":[91],"outperforms":[92],"minimum":[94],"mean":[95,126],"square":[96,127],"error":[97,128],"(MMSE)":[98],"estimation,":[100],"especially":[101],"with":[102,118],"short":[103],"pilot":[104,120],"symbols,":[105],"low-signal-to-noise":[106],"ratio":[107],"(SNR)":[108],"severe":[110],"turbulence.":[111],"a$4":[113],"\\times":[114],"4$multiple-input\u2013multiple-output":[115],"(MIMO)":[116],"8-bit":[119],"symbols":[121],"0-dB":[123],"SNR,":[124],"is":[132],"about":[133],"35%":[134],"lower":[135],"that":[137],"MMSE":[140],"strong":[143],"Gamma-Gamma":[144],"channel.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
