{"id":"https://openalex.org/W2997825070","doi":"https://doi.org/10.1109/latincom48065.2019.8937958","title":"Sensor Allocation in a Hybrid Star-Mesh IoT Network using Genetic Algorithm and K-Medoids","display_name":"Sensor Allocation in a Hybrid Star-Mesh IoT Network using Genetic Algorithm and K-Medoids","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2997825070","doi":"https://doi.org/10.1109/latincom48065.2019.8937958","mag":"2997825070"},"language":"en","primary_location":{"id":"doi:10.1109/latincom48065.2019.8937958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom48065.2019.8937958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Latin-American Conference on Communications (LATINCOM)","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/A5108888512","display_name":"Willian Garcia Viega dos Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Willian G. V. dos Santos","raw_affiliation_strings":["Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088227569","display_name":"Wesley Costa","orcid":"https://orcid.org/0000-0001-5408-4383"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesley S. Costa","raw_affiliation_strings":["Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032012803","display_name":"Menno J. Faber","orcid":"https://orcid.org/0000-0001-6545-8993"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Menno J. Faber","raw_affiliation_strings":["Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027930672","display_name":"Jair A. L. Silva","orcid":"https://orcid.org/0000-0003-2567-184X"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jair A. L. Silva","raw_affiliation_strings":["Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028470700","display_name":"H\u00e9lder R. O. Rocha","orcid":"https://orcid.org/0000-0001-6215-664X"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helder R. O. Rocha","raw_affiliation_strings":["Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083921350","display_name":"Marcelo E. V. Segatto","orcid":"https://orcid.org/0000-0003-4083-992X"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo E. V. Segatto","raw_affiliation_strings":["Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunication Laboratory - LabTeL, Federal University of Esp\u00edrito Santo - UFES, Vit\u00f3ria, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51235708"],"apc_list":null,"apc_paid":null,"fwci":0.1859,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58732496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9883999824523926,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9829000234603882,"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/computer-science","display_name":"Computer science","score":0.756354033946991},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.7539453506469727},{"id":"https://openalex.org/keywords/k-medoids","display_name":"k-medoids","score":0.7180168628692627},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6437044739723206},{"id":"https://openalex.org/keywords/mesh-networking","display_name":"Mesh networking","score":0.6400891542434692},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6345559358596802},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5622318983078003},{"id":"https://openalex.org/keywords/star-network","display_name":"Star network","score":0.5356224775314331},{"id":"https://openalex.org/keywords/star","display_name":"Star (game theory)","score":0.4690794348716736},{"id":"https://openalex.org/keywords/medoid","display_name":"Medoid","score":0.46173039078712463},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4250063896179199},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41979894042015076},{"id":"https://openalex.org/keywords/brooks\u2013iyengar-algorithm","display_name":"Brooks\u2013Iyengar algorithm","score":0.4103812575340271},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.3940563499927521},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36225396394729614},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.32713091373443604},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3263060450553894},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.16399812698364258},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14446526765823364},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12403610348701477},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.11008086800575256},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.086941659450531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07764604687690735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.756354033946991},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.7539453506469727},{"id":"https://openalex.org/C65932786","wikidata":"https://www.wikidata.org/wiki/Q3191282","display_name":"k-medoids","level":5,"score":0.7180168628692627},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6437044739723206},{"id":"https://openalex.org/C123691950","wikidata":"https://www.wikidata.org/wiki/Q25552104","display_name":"Mesh networking","level":3,"score":0.6400891542434692},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6345559358596802},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5622318983078003},{"id":"https://openalex.org/C71976206","wikidata":"https://www.wikidata.org/wiki/Q841749","display_name":"Star network","level":4,"score":0.5356224775314331},{"id":"https://openalex.org/C2780897414","wikidata":"https://www.wikidata.org/wiki/Q7600592","display_name":"Star (game theory)","level":2,"score":0.4690794348716736},{"id":"https://openalex.org/C63085389","wikidata":"https://www.wikidata.org/wiki/Q4287912","display_name":"Medoid","level":3,"score":0.46173039078712463},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4250063896179199},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41979894042015076},{"id":"https://openalex.org/C10000559","wikidata":"https://www.wikidata.org/wiki/Q4975143","display_name":"Brooks\u2013Iyengar algorithm","level":5,"score":0.4103812575340271},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.3940563499927521},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36225396394729614},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.32713091373443604},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3263060450553894},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.16399812698364258},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14446526765823364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12403610348701477},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.11008086800575256},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.086941659450531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07764604687690735},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"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/C122306262","wikidata":"https://www.wikidata.org/wiki/Q719775","display_name":"Ring network","level":3,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/latincom48065.2019.8937958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom48065.2019.8937958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1597065155","https://openalex.org/W2012468948","https://openalex.org/W2025142996","https://openalex.org/W2054097327","https://openalex.org/W2071035425","https://openalex.org/W2089558473","https://openalex.org/W2106335692","https://openalex.org/W2115635960","https://openalex.org/W2143283662","https://openalex.org/W2246117442","https://openalex.org/W2463089998","https://openalex.org/W2518010140","https://openalex.org/W2570217203","https://openalex.org/W2608418534","https://openalex.org/W2612051979","https://openalex.org/W2732029836","https://openalex.org/W4246280111","https://openalex.org/W6653214732","https://openalex.org/W6680988207","https://openalex.org/W6930659344"],"related_works":["https://openalex.org/W3133849001","https://openalex.org/W1481798977","https://openalex.org/W2380053301","https://openalex.org/W4225615903","https://openalex.org/W2143329214","https://openalex.org/W2758138366","https://openalex.org/W2605300748","https://openalex.org/W2393988099","https://openalex.org/W2083620785","https://openalex.org/W2997825070"],"abstract_inverted_index":{"As":[0],"the":[1,9,49,55,70,77,82,85,90],"number":[2],"of":[3,54,89],"devices":[4],"in":[5,19],"IoT":[6,27],"networks":[7],"grows,":[8],"requirements":[10],"for":[11,26,45,84],"communication":[12],"reliability":[13],"increases.":[14],"To":[15],"ensure":[16,41],"this":[17,20],"reliability,":[18],"work":[21],"a":[22,52],"hybrid":[23,37],"network":[24,38,43,50,92],"topology":[25],"sensors":[28],"is":[29],"proposed,":[30],"using":[31],"mesh":[32,91],"and":[33,58],"star":[34],"topologies.":[35],"This":[36],"aims":[39],"to":[40,75],"greater":[42],"coverage":[44],"sensor":[46],"allocation.":[47],"For":[48],"planning,":[51],"fusion":[53],"Genetic":[56],"Algorithm":[57,60],"K-Medoids":[59],"was":[61,65,93],"proposed.":[62],"An":[63],"experiment":[64],"performed":[66],"with":[67],"LoRa":[68],"where":[69],"acquired":[71],"data":[72],"were":[73],"used":[74],"test":[76],"developed":[78],"algorithm.":[79],"In":[80],"addition":[81],"hardware":[83],"proposed":[86],"Cluster":[87],"Head":[88],"developed.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}