{"id":"https://openalex.org/W4288084853","doi":"https://doi.org/10.1186/s13634-022-00893-0","title":"Chain-structure time-delay reservoir computing for synchronizing chaotic signal and an application to secure communication","display_name":"Chain-structure time-delay reservoir computing for synchronizing chaotic signal and an application to secure communication","publication_year":2022,"publication_date":"2022-07-28","ids":{"openalex":"https://openalex.org/W4288084853","doi":"https://doi.org/10.1186/s13634-022-00893-0"},"language":"en","primary_location":{"id":"doi:10.1186/s13634-022-00893-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-022-00893-0","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-022-00893-0","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-022-00893-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011862295","display_name":"Leisheng Jin","orcid":"https://orcid.org/0000-0002-0591-8211"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Leisheng Jin","raw_affiliation_strings":["College of Integrated Circuit Science and Engineering, Nanjing University of Posts and Telecommunications, Nanjing, 210023, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-0591-8211","affiliations":[{"raw_affiliation_string":"College of Integrated Circuit Science and Engineering, Nanjing University of Posts and Telecommunications, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103257801","display_name":"Zhuo Liu","orcid":"https://orcid.org/0000-0003-1508-6188"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Liu","raw_affiliation_strings":["College of Integrated Circuit Science and Engineering, Nanjing University of Posts and Telecommunications, Nanjing, 210023, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Circuit Science and Engineering, Nanjing University of Posts and Telecommunications, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100617506","display_name":"Lijie Li","orcid":"https://orcid.org/0000-0003-4630-7692"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lijie Li","raw_affiliation_strings":["College of Engineering, Swansea University, Swansea,  SA1 8EN, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Swansea University, Swansea,  SA1 8EN, UK","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011862295"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.1387,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54142955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2022","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9961000084877014,"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/T10244","display_name":"Chaos control and synchronization","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/synchronizing","display_name":"Synchronizing","score":0.9216272234916687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8215126395225525},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6452487111091614},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.6051105856895447},{"id":"https://openalex.org/keywords/secure-communication","display_name":"Secure communication","score":0.5913939476013184},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5714601874351501},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5620539784431458},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4906848669052124},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45333346724510193},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4520464241504669},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.44308334589004517},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.386435329914093},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32844066619873047},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3218991160392761},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2514056861400604},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.17665940523147583},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16541644930839539},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11243203282356262}],"concepts":[{"id":"https://openalex.org/C162932704","wikidata":"https://www.wikidata.org/wiki/Q1058791","display_name":"Synchronizing","level":3,"score":0.9216272234916687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8215126395225525},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6452487111091614},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.6051105856895447},{"id":"https://openalex.org/C510870077","wikidata":"https://www.wikidata.org/wiki/Q7444868","display_name":"Secure communication","level":3,"score":0.5913939476013184},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5714601874351501},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5620539784431458},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4906848669052124},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45333346724510193},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4520464241504669},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.44308334589004517},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.386435329914093},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32844066619873047},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3218991160392761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2514056861400604},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.17665940523147583},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16541644930839539},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11243203282356262},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s13634-022-00893-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-022-00893-0","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-022-00893-0","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:cronfa.swan.ac.uk:cronfa60772","is_oa":true,"landing_page_url":"https://cronfa.swan.ac.uk/Record/cronfa60772","pdf_url":null,"source":{"id":"https://openalex.org/S4306401612","display_name":"Cronfa (Swansea University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39586589","host_organization_name":"Swansea University","host_organization_lineage":["https://openalex.org/I39586589"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:f0241bff9128472196e968f7a1595f15","is_oa":true,"landing_page_url":"https://doaj.org/article/f0241bff9128472196e968f7a1595f15","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Advances in Signal Processing, Vol 2022, Iss 1, Pp 1-17 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13634-022-00893-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-022-00893-0","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-022-00893-0","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7420867758","display_name":null,"funder_award_id":"2019T120447","funder_id":"https://openalex.org/F4320335443","funder_display_name":"Postdoctoral Research Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320335443","display_name":"Postdoctoral Research Foundation of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288084853.pdf","grobid_xml":"https://content.openalex.org/works/W4288084853.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1967008192","https://openalex.org/W1971066582","https://openalex.org/W1977664984","https://openalex.org/W2050531583","https://openalex.org/W2070769508","https://openalex.org/W2118706537","https://openalex.org/W2131413806","https://openalex.org/W2141394518","https://openalex.org/W2580792538","https://openalex.org/W2582335816","https://openalex.org/W2605288757","https://openalex.org/W2614101859","https://openalex.org/W2620311667","https://openalex.org/W2746982720","https://openalex.org/W2897042268","https://openalex.org/W2911463394","https://openalex.org/W2921773970","https://openalex.org/W2935233765","https://openalex.org/W2963767846","https://openalex.org/W2973093569","https://openalex.org/W2976366153","https://openalex.org/W2985460833","https://openalex.org/W3015499619","https://openalex.org/W3033702205","https://openalex.org/W3041728412","https://openalex.org/W3097095082","https://openalex.org/W3101278268","https://openalex.org/W3121364915","https://openalex.org/W3125213144","https://openalex.org/W3136433498","https://openalex.org/W3137676188","https://openalex.org/W3154019914","https://openalex.org/W3173174978"],"related_works":["https://openalex.org/W2359328895","https://openalex.org/W2363535981","https://openalex.org/W2007402811","https://openalex.org/W4387610443","https://openalex.org/W4380136641","https://openalex.org/W2350046483","https://openalex.org/W2350078859","https://openalex.org/W181789623","https://openalex.org/W2155034368","https://openalex.org/W1980529896"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2],"work,":[3],"a":[4,11,68],"chain-structure":[5],"time-delay":[6,30],"reservoir":[7],"(CSTDR)":[8],"computing,":[9],"as":[10,65,110],"new":[12],"kind":[13],"of":[14,46,56,71,132],"machine":[15,161],"learning-based":[16,162],"recurrent":[17],"neural":[18],"network,":[19],"is":[20,74,82,142],"proposed":[21,33],"for":[22,97,113],"synchronizing":[23,40],"chaotic":[24,41,94],"signals.":[25],"Compared":[26],"with":[27,147],"the":[28,57,62,66,79,85,93,107,129,133,135],"single":[29],"reservoir,":[31],"our":[32],"CSTDR":[34,63],"computing":[35,64],"shows":[36],"excellent":[37],"performance":[38],"in":[39,77,87,99,123],"signal":[42,95,163],"achieving":[43],"an":[44,100],"order":[45],"magnitude":[47],"higher":[48],"accuracy.":[49],"Noise":[50],"consideration":[51],"and":[52,117,121,144,152,165],"optimal":[53],"parameter":[54],"setting":[55],"model":[58],"are":[59],"discussed.":[60],"Taking":[61],"core,":[67],"novel":[69],"scheme":[70,104],"secure":[72],"communication":[73,166],"further":[75,127],"designed,":[76],"which":[78],"\u201csmart\u201d":[80],"receiver":[81,122],"different":[83],"from":[84],"traditional":[86],"that":[88],"it":[89],"can":[90,105],"synchronize":[91],"to":[92],"used":[96],"encryption":[98],"adaptive":[101],"manner.":[102],"The":[103,155],"solve":[106],"issues":[108],"such":[109],"design":[111],"constrains":[112],"identical":[114],"dynamical":[115],"systems":[116],"couplings":[118],"between":[119],"transmitter":[120],"conventional":[124],"settings.":[125],"To":[126],"manifest":[128],"practical":[130],"significance":[131],"scheme,":[134],"digital":[136],"implementation":[137],"using":[138],"field-programmable":[139],"gate":[140],"array":[141],"conducted":[143],"tested":[145],"experimentally":[146],"real-world":[148],"examples":[149],"including":[150],"image":[151],"video":[153],"transmission.":[154],"work":[156],"sheds":[157],"light":[158],"on":[159],"developing":[160],"processing":[164],"applications.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
