{"id":"https://openalex.org/W2015507758","doi":"https://doi.org/10.1109/isda.2011.6121791","title":"On the application of a hybrid Harmony Search algorithm to node localization in anchor-based Wireless Sensor Networks","display_name":"On the application of a hybrid Harmony Search algorithm to node localization in anchor-based Wireless Sensor Networks","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2015507758","doi":"https://doi.org/10.1109/isda.2011.6121791","mag":"2015507758"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2011.6121791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038856384","display_name":"Diana Manjarr\u00e9s","orcid":"https://orcid.org/0000-0001-5656-9042"},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]},{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diana Manjarres","raw_affiliation_strings":["Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","institution_ids":["https://openalex.org/I4210113430"]},{"raw_affiliation_string":"TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017326471","display_name":"Javier Del Ser","orcid":"https://orcid.org/0000-0002-1260-9775"},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]},{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Del Ser","raw_affiliation_strings":["Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","institution_ids":["https://openalex.org/I4210113430"]},{"raw_affiliation_string":"TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019181050","display_name":"Sergio Gil-L\u00f3pez","orcid":"https://orcid.org/0000-0002-3867-5439"},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]},{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Gil-Lopez","raw_affiliation_strings":["Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","institution_ids":["https://openalex.org/I4210113430"]},{"raw_affiliation_string":"TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027706529","display_name":"Massimo Vecchio","orcid":"https://orcid.org/0000-0003-4426-8220"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Massimo Vecchio","raw_affiliation_strings":["Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, Vigo, Spain","Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, C/ Maxwell s/n, 36310 Vigo, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, C/ Maxwell s/n, 36310 Vigo, Spain#TAB#","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036162392","display_name":"Itziar Landa-Torres","orcid":"https://orcid.org/0000-0002-1532-0811"},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]},{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Itziar Landa-Torres","raw_affiliation_strings":["Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Unit, Tecnalia Research & Innovation, Zamudio, Spain","institution_ids":["https://openalex.org/I4210113430"]},{"raw_affiliation_string":"TELECOM Unit, TECNALIA RESEARCH & INNOVATION, P. Tecnol\u00f3gico, Ed. 202, 48170, Zamudio, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024211632","display_name":"Roberto L\u00f3pez-Valcarce","orcid":"https://orcid.org/0000-0003-2876-4099"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Lopez-Valcarce","raw_affiliation_strings":["Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, Vigo, Spain","Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, C/ Maxwell s/n, 36310 Vigo, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Departamento de Teor\u00eda de la Se\u00f1al y las Comunicaciones, University of Vigo, C/ Maxwell s/n, 36310 Vigo, Spain#TAB#","institution_ids":["https://openalex.org/I6289922"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1014","last_page":"1019"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/harmony-search","display_name":"Harmony search","score":0.8525672554969788},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.770393431186676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6991320252418518},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.6133148074150085},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5582018494606018},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5522470474243164},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.526020348072052},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4621376097202301},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32823121547698975},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2281053066253662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15237200260162354},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13486501574516296}],"concepts":[{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.8525672554969788},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.770393431186676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6991320252418518},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.6133148074150085},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5582018494606018},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5522470474243164},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.526020348072052},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4621376097202301},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32823121547698975},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2281053066253662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15237200260162354},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13486501574516296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isda.2011.6121791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/2596","is_oa":false,"landing_page_url":"https://hdl.handle.net/11556/2596","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference output"},{"id":"pmh:oai:iris.uniecampus.it:11389/17364","is_oa":false,"landing_page_url":"http://hdl.handle.net/11389/17364","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1597720781","https://openalex.org/W1973020130","https://openalex.org/W1989651117","https://openalex.org/W1993885071","https://openalex.org/W1994791760","https://openalex.org/W2038571261","https://openalex.org/W2100456966","https://openalex.org/W2100796177","https://openalex.org/W2101309312","https://openalex.org/W2108807051","https://openalex.org/W2120273661","https://openalex.org/W2130137998","https://openalex.org/W2131152141","https://openalex.org/W2132632442","https://openalex.org/W2143541915","https://openalex.org/W2146281661","https://openalex.org/W2147718945","https://openalex.org/W2154818210","https://openalex.org/W2156865565","https://openalex.org/W2171425454","https://openalex.org/W4285719527","https://openalex.org/W6679759160","https://openalex.org/W6679995126","https://openalex.org/W6682411686","https://openalex.org/W7071103184"],"related_works":["https://openalex.org/W2372590961","https://openalex.org/W4214893532","https://openalex.org/W4294306415","https://openalex.org/W2027176979","https://openalex.org/W883652255","https://openalex.org/W4200117979","https://openalex.org/W2028503915","https://openalex.org/W2382237369","https://openalex.org/W2389573678","https://openalex.org/W2535060393"],"abstract_inverted_index":{"In":[0],"many":[1],"applications":[2],"based":[3,38,115,176],"on":[4,39,116,177],"Wireless":[5],"Sensor":[6],"Networks":[7],"(WSNs)":[8],"with":[9,83,96,123],"static":[10],"sensor":[11,158],"nodes,":[12],"the":[13,20,34,65,71,103,133,141,154,178],"availability":[14],"of":[15,19,44,48,99,185],"accurate":[16],"location":[17],"information":[18],"network":[21,105],"nodes":[22,45],"may":[23],"become":[24],"essential.":[25],"The":[26],"node":[27,36,88,159],"localization":[28,113,174,187],"problem":[29],"is":[30,61,130],"to":[31,73,102,131,151],"estimate":[32],"all":[33],"unknown":[35],"positions,":[37],"noisy":[40],"pairwise":[41],"distance":[42],"measurements":[43],"within":[46],"range":[47],"each":[49,157],"other.":[50],"Maximum":[51],"Likelihood":[52],"(ML)":[53],"estimation":[54],"results":[55,164],"in":[56,183],"a":[57,110,118,124,170],"non-convex":[58],"problem,":[59],"which":[60],"further":[62,152],"complicated":[63],"by":[64],"fact":[66],"that":[67,166],"sufficient":[68],"conditions":[69],"for":[70],"solution":[72],"be":[74,161],"unique":[75],"are":[76,149],"not":[77],"easily":[78],"identified,":[79],"especially":[80],"when":[81],"dealing":[82],"sparse":[84],"networks.":[85],"Thereby,":[86],"different":[87],"configurations":[89],"can":[90,160],"provide":[91],"equally":[92],"good":[93],"fitness":[94],"results,":[95],"only":[97],"one":[98],"them":[100],"corresponding":[101],"real":[104],"geometry.":[106],"This":[107],"paper":[108],"presents":[109],"novel":[111],"soft-computing":[112],"technique":[114],"hybridizing":[117],"Harmony":[119],"Search":[120],"(HS)":[121],"algorithm":[122],"local":[125],"search":[126],"procedure":[127],"whose":[128],"aim":[129],"identify":[132],"localizability":[134],"issues":[135],"and":[136,189],"mitigate":[137],"its":[138],"effects":[139],"during":[140],"iterative":[142],"process.":[143],"Moreover,":[144],"certain":[145],"connectivity-based":[146],"geometrical":[147],"constraints":[148],"exploited":[150],"reduce":[153],"areas":[155],"where":[156],"located.":[162],"Simulation":[163],"show":[165],"our":[167],"approach":[168],"outperforms":[169],"previously":[171],"proposed":[172],"meta-heuristic":[173],"scheme":[175],"Simulated":[179],"Annealing":[180],"(SA)":[181],"algorithm,":[182],"terms":[184],"both":[186],"error":[188],"computational":[190],"cost.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}
