{"id":"https://openalex.org/W4416798159","doi":"https://doi.org/10.1109/jiot.2025.3638349","title":"Edge MSIIM: A HEGA-Optimized Microtremor Survey Instant Imaging Method on Edge Devices","display_name":"Edge MSIIM: A HEGA-Optimized Microtremor Survey Instant Imaging Method on Edge Devices","publication_year":2025,"publication_date":"2025-11-28","ids":{"openalex":"https://openalex.org/W4416798159","doi":"https://doi.org/10.1109/jiot.2025.3638349"},"language":null,"primary_location":{"id":"doi:10.1109/jiot.2025.3638349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3638349","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/A5112356148","display_name":"Yuxing Zhang","orcid":"https://orcid.org/0009-0000-8558-7258"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxing Zhang","raw_affiliation_strings":["School of Automation, State Key Laboratory of Environment Characteristics and Effects for Near-Space, Nanjing University of Information Science and Technology, Nanjing, China","School of Automation, State Key Laboratory of Environment Characteristics and Effects for Near-space, Nanjing University of Information Science & Technology, China"],"raw_orcid":"https://orcid.org/0009-0000-8558-7258","affiliations":[{"raw_affiliation_string":"School of Automation, State Key Laboratory of Environment Characteristics and Effects for Near-Space, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Automation, State Key Laboratory of Environment Characteristics and Effects for Near-space, Nanjing University of Information Science & Technology, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027279766","display_name":"Ruyun Tian","orcid":"https://orcid.org/0000-0003-4386-6253"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruyun Tian","raw_affiliation_strings":["School of Automation, State Key Laboratory of Environment Characteristics and Effects for Near-Space, CICAEET, KLME, ILCEC, CIC-FEMD, Nanjing University of Information Science and Technology, Nanjing, China","School of Automation, CICAEET, KLME, ILCEC, CIC-FEMD, State Key Laboratory of Environment Characteristics and Effects for Near-space, Nanjing University of Information Science & Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-4386-6253","affiliations":[{"raw_affiliation_string":"School of Automation, State Key Laboratory of Environment Characteristics and Effects for Near-Space, CICAEET, KLME, ILCEC, CIC-FEMD, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Automation, CICAEET, KLME, ILCEC, CIC-FEMD, State Key Laboratory of Environment Characteristics and Effects for Near-space, Nanjing University of Information Science & Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422633","display_name":"Hongyu Wang","orcid":"https://orcid.org/0000-0001-7390-6426"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Wang","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","School of Automation, Nanjing University of Information Science & Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science & Technology, China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687551","display_name":"Yuyang Chen","orcid":"https://orcid.org/0009-0008-0816-2852"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyang Chen","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","School of Automation, Nanjing University of Information Science & Technology, China"],"raw_orcid":"https://orcid.org/0009-0008-0816-2852","affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science & Technology, China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031673578","display_name":"Yihan Cao","orcid":"https://orcid.org/0000-0003-3113-2826"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihan Cao","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","School of Automation, Nanjing University of Information Science & Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-3113-2826","affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science & Technology, China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18681894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"4","first_page":"7240","last_page":"7257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.3425000011920929,"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.3425000011920929,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.30550000071525574,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11757","display_name":"Seismic Waves and Analysis","score":0.19439999759197235,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5715000033378601},{"id":"https://openalex.org/keywords/microtremor","display_name":"Microtremor","score":0.5120000243186951},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5083000063896179},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4869999885559082},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4205000102519989},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.3741999864578247},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.3668999969959259},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.36340001225471497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7538999915122986},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5715000033378601},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5501000285148621},{"id":"https://openalex.org/C122205909","wikidata":"https://www.wikidata.org/wiki/Q6840442","display_name":"Microtremor","level":2,"score":0.5120000243186951},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5083000063896179},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4869999885559082},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4205000102519989},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4059999883174896},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.3741999864578247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3675999939441681},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3668999969959259},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.353300005197525},{"id":"https://openalex.org/C79675319","wikidata":"https://www.wikidata.org/wiki/Q5535575","display_name":"Geophysical imaging","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C2779432360","wikidata":"https://www.wikidata.org/wiki/Q16963779","display_name":"Instant","level":2,"score":0.34360000491142273},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.33719998598098755},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33329999446868896},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.32829999923706055},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.3109999895095825},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.28949999809265137},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.259799987077713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3638349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3638349","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/G1656555419","display_name":null,"funder_award_id":"62203226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1977494993","display_name":null,"funder_award_id":"2023M741782","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G414899605","display_name":null,"funder_award_id":"BK20220458","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G7892069752","display_name":null,"funder_award_id":"62403248","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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1928387071","https://openalex.org/W2105790857","https://openalex.org/W2165164314","https://openalex.org/W2293698374","https://openalex.org/W3000194269","https://openalex.org/W3006516500","https://openalex.org/W3012136605","https://openalex.org/W3156289584","https://openalex.org/W4213072039","https://openalex.org/W4214551996","https://openalex.org/W4225321543","https://openalex.org/W4280576825","https://openalex.org/W4293254593","https://openalex.org/W4312573784","https://openalex.org/W4321609790","https://openalex.org/W4323022485","https://openalex.org/W4385656701","https://openalex.org/W4385945324","https://openalex.org/W4391019754","https://openalex.org/W4391610333","https://openalex.org/W4391640517","https://openalex.org/W4392931681","https://openalex.org/W4400257202","https://openalex.org/W4403022815","https://openalex.org/W4403296935","https://openalex.org/W4403486579","https://openalex.org/W4403598898","https://openalex.org/W4403758994","https://openalex.org/W4405179720","https://openalex.org/W4406457679","https://openalex.org/W4407304355","https://openalex.org/W4409494245","https://openalex.org/W4411336777"],"related_works":[],"abstract_inverted_index":{"The":[0,184],"microtremor":[1,51],"survey":[2,52],"method":[3,55,92],"(MSM)":[4],"holds":[5],"great":[6],"potential":[7],"in":[8,37,73,142,176,213,230],"the":[9,28,32,45,77,83,95,123,133,138,143,147,158,164,172,192,206,210,225],"exploration":[10],"geophysics":[11],"for":[12,99],"characterizing":[13],"by":[14,154],"its":[15,42,199],"lack":[16],"of":[17,34,79,174,178,209],"dependence":[18],"on":[19],"artificial":[20],"seismic":[21,59,65,186],"sources,":[22],"safety":[23],"and":[24,69,82,102,182,198],"environmental":[25],"protection.":[26],"However,":[27],"traditional":[29,159],"MSM":[30],"has":[31,194,224],"defect":[33],"serious":[35],"lag":[36],"imaging":[38,54,72,101,151,196],"process,":[39],"which":[40,57,170,220],"hinders":[41],"development.":[43],"In":[44,204],"paper,":[46],"we":[47,87],"present":[48],"an":[49],"edge":[50,60,80,215],"instant":[53,71,100,150],"(MSIIM),":[56],"sets":[58],"servers":[61],"(SES)":[62],"to":[63,93,113,131,227],"manage":[64],"sensor":[66],"nodes":[67],"(SSN)":[68],"perform":[70],"SESs.":[74],"Particularly,":[75],"considering":[76],"heterogeneity":[78],"devices":[81,216],"limited":[84],"computing":[85,110],"resources,":[86],"propose":[88],"a":[89,107,118],"task":[90,115,134,168],"allocation":[91,116,135],"minimize":[94],"total":[96,152],"time":[97,153],"required":[98],"ensure":[103],"stability.":[104,183],"We":[105],"design":[106],"multi-nodes":[108],"collaborative":[109],"(MNCC)":[111],"framework":[112],"model":[114],"as":[117],"constraint":[119],"satisfaction":[120],"problem.":[121],"Moreover,":[122],"heuristic":[124],"enhanced":[125],"genetic":[126],"algorithm":[127],"(HEGA)":[128],"is":[129,217],"proposed":[130],"solve":[132],"problem":[136],"under":[137],"MNCC":[139],"framework.":[140],"Simulations":[141],"EdgeCloudSim":[144],"show":[145],"that":[146,191,222],"HEGA":[148,165],"reduces":[149],"23.36%":[155],"compared":[156],"with":[157],"Genetic":[160],"Algorithm":[161],"(GA).":[162],"Furthermore,":[163],"maintains":[166],"100%":[167],"coverage,":[169],"underscores":[171],"superiority":[173],"it":[175,223],"terms":[177],"delay":[179],"optimization":[180],"effectiveness":[181],"real":[185],"data":[187],"test":[188],"results":[189],"prove":[190],"MSIIM":[193,211],"excellent":[195],"ability,":[197],"RMSE":[200],"can":[201],"reach":[202],"0.085.":[203],"addition,":[205],"memory":[207],"footprint":[208],"running":[212],"resource-constrained":[214,231],"only":[218],"53%,":[219],"proves":[221],"ability":[226],"run":[228],"well":[229],"scenarios.":[232]},"counts_by_year":[],"updated_date":"2026-02-07T06:11:34.122080","created_date":"2025-11-28T00:00:00"}