{"id":"https://openalex.org/W2990699554","doi":"https://doi.org/10.1109/smc.2019.8914633","title":"symmetric Multifractal Detrended Cross-Correlation Analysis of EEG and sEMG in The Processes of Myodynamia Changes","display_name":"symmetric Multifractal Detrended Cross-Correlation Analysis of EEG and sEMG in The Processes of Myodynamia Changes","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2990699554","doi":"https://doi.org/10.1109/smc.2019.8914633","mag":"2990699554"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2019.8914633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-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/A5078112944","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0001-5607-2757"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085068318","display_name":"Guanghua Xu","orcid":"https://orcid.org/0000-0002-8684-7055"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghua Xu","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, and School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","State Key Laboratory for Manufacturing Systems Engineering, and School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, and School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, and School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025143533","display_name":"Xiaobi Chen","orcid":"https://orcid.org/0000-0003-3459-8920"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobi Chen","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101933468","display_name":"Sicong Zhang","orcid":"https://orcid.org/0000-0002-0279-8939"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sicong Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056450809","display_name":"Xiaowei Zheng","orcid":"https://orcid.org/0000-0002-8653-7129"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Zheng","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027578176","display_name":"Chengcheng Han","orcid":"https://orcid.org/0000-0002-7691-6221"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengcheng Han","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078112944"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19300177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"117 912 3390","issue":null,"first_page":"223","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9847999811172485,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/electroencephalography","display_name":"Electroencephalography","score":0.8655512928962708},{"id":"https://openalex.org/keywords/detrended-fluctuation-analysis","display_name":"Detrended fluctuation analysis","score":0.6923631429672241},{"id":"https://openalex.org/keywords/multifractal-system","display_name":"Multifractal system","score":0.6818496584892273},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6801678538322449},{"id":"https://openalex.org/keywords/cross-correlation","display_name":"Cross-correlation","score":0.4703407883644104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46924450993537903},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46920862793922424},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.43209943175315857},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.4229947626590729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4198342561721802},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33381491899490356},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25802844762802124},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24896815419197083},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15346264839172363}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8655512928962708},{"id":"https://openalex.org/C21689155","wikidata":"https://www.wikidata.org/wiki/Q2451452","display_name":"Detrended fluctuation analysis","level":3,"score":0.6923631429672241},{"id":"https://openalex.org/C133905733","wikidata":"https://www.wikidata.org/wiki/Q2629238","display_name":"Multifractal system","level":3,"score":0.6818496584892273},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6801678538322449},{"id":"https://openalex.org/C163018871","wikidata":"https://www.wikidata.org/wiki/Q1302587","display_name":"Cross-correlation","level":2,"score":0.4703407883644104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46924450993537903},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46920862793922424},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.43209943175315857},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.4229947626590729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4198342561721802},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33381491899490356},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25802844762802124},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24896815419197083},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15346264839172363},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2019.8914633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1717158498","https://openalex.org/W1755762850","https://openalex.org/W1964753370","https://openalex.org/W2013391477","https://openalex.org/W2044659147","https://openalex.org/W2054225626","https://openalex.org/W2056744998","https://openalex.org/W2084906540","https://openalex.org/W2087829439","https://openalex.org/W2090537454","https://openalex.org/W2092993031","https://openalex.org/W2094567169","https://openalex.org/W2118082864","https://openalex.org/W2314370918","https://openalex.org/W2745219027","https://openalex.org/W2807214145","https://openalex.org/W2909407741","https://openalex.org/W2964185331","https://openalex.org/W6630605544","https://openalex.org/W6674118177"],"related_works":["https://openalex.org/W1482815418","https://openalex.org/W2212873559","https://openalex.org/W2951396136","https://openalex.org/W1969474323","https://openalex.org/W3195868191","https://openalex.org/W3123447783","https://openalex.org/W3149603291","https://openalex.org/W2912451188","https://openalex.org/W2055011685","https://openalex.org/W3014637943"],"abstract_inverted_index":{"The":[0,22,41,64,95,128],"cross-correlation":[1,43,105,113,121,130],"between":[2,32,106,122,131],"the":[3,30,55,70,82,88,100,104,111,120],"electroencephalogram":[4],"(EEG)":[5],"and":[6,18,34,46,67,108,110,124,133,144],"surface":[7],"electromyography":[8],"(sEMG)":[9],"has":[10,38],"important":[11],"research":[12],"value":[13],"both":[14],"in":[15,48,69,103,137,147],"human-robot":[16],"integration":[17],"intelligent":[19],"rehabilitation":[20],"robots.":[21],"purpose":[23],"of":[24,44,72,85],"this":[25],"study":[26],"is":[27],"to":[28,80],"explore":[29],"relationship":[31],"EEG":[33,37,45,66,107,123,132],"sEMG":[35,47,68,109,125,134],"when":[36],"different":[39,49],"trends.":[40],"asymmetric":[42,57,86,112],"states":[50],"were":[51,76,114,135,145],"analyzed":[52],"by":[53],"using":[54],"multifractal":[56],"detrended":[58],"cross":[59],"correlation":[60],"analysis":[61,96],"(MF-ADDCA)":[62],"method.":[63],"synchronous":[65],"process":[71,84],"tracking":[73],"feedback":[74],"force":[75],"analyzed.":[77],"In":[78,116],"order":[79],"investigate":[81],"dynamic":[83],"degree,":[87],"rolling":[89],"window":[90],"MF-ADDCA":[91],"method":[92],"was":[93,126],"adopted.":[94],"results":[97],"showed":[98],"that":[99],"asymmetries":[101,129],"existed":[102],"multifractal.":[115],"a":[117],"resting":[118],"state,":[119,143],"symmetric.":[127],"stronger":[136,146],"large":[138],"fluctuations":[139,149],"under":[140,150],"myodynamia":[141,151],"enhancement":[142],"small":[148],"stability":[152],"state.":[153]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}