{"id":"https://openalex.org/W7127942567","doi":"https://doi.org/10.1109/siot68426.2025.11368816","title":"An Optimization Model for IoT Gateways Placement in Agrivoltaics","display_name":"An Optimization Model for IoT Gateways Placement in Agrivoltaics","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W7127942567","doi":"https://doi.org/10.1109/siot68426.2025.11368816"},"language":null,"primary_location":{"id":"doi:10.1109/siot68426.2025.11368816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siot68426.2025.11368816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Symposium on Internet of Things (SIoT)","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/A5043165267","display_name":"Byron Alejandro Acu\u00f1a Acurio","orcid":"https://orcid.org/0000-0002-6788-6833"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Byron Alejandro Acu\u00f1a Acurio","raw_affiliation_strings":["Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125167988","display_name":"Diana Estefan\u03afa Ch\u00e9rrez Barrag\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diana Estefan\u03afa Ch\u00e9rrez Barrag\u00e1n","raw_affiliation_strings":["Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033560631","display_name":"Osvaldo R. Saavedra","orcid":"https://orcid.org/0000-0002-8520-6520"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]},{"id":"https://openalex.org/I4210148707","display_name":"Universidade Estadual do Maranh\u00e3o","ror":"https://ror.org/04ja5n907","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210148707"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Osvaldo Ronald Saavedra","raw_affiliation_strings":["Universidade Estadual de Campinas Universidade Federal do Maranhão,São Luίs-MA,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas Universidade Federal do Maranhão,São Luίs-MA,Brazil","institution_ids":["https://openalex.org/I181391015","https://openalex.org/I4210148707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146744648","display_name":"Francisca Dulcin\u00e9ia Da Cruz Gomes","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisca Dulcin\u00e9ia Da Cruz Gomes","raw_affiliation_strings":["Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077396451","display_name":"B\u00e1rbara Teruel","orcid":"https://orcid.org/0000-0002-5102-6716"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Barbara Teruel","raw_affiliation_strings":["Universidade Estadual de Campinas,School of Agricultural Engineering,Campinas-SP,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas,School of Agricultural Engineering,Campinas-SP,Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005476698","display_name":"Luiz Carlos Pereira da Silva","orcid":"https://orcid.org/0000-0002-0651-7292"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Carlos Pereira Da Silva","raw_affiliation_strings":["Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas Campinas-SP,School of Electrical Engineering,Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"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":0.70646117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12838","display_name":"Photovoltaic Systems and Sustainability","score":0.47130000591278076,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12838","display_name":"Photovoltaic Systems and Sustainability","score":0.47130000591278076,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.36410000920295715,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.017000000923871994,"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/software-deployment","display_name":"Software deployment","score":0.6074000000953674},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.5317000150680542},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.487199991941452},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4228000044822693},{"id":"https://openalex.org/keywords/high-availability","display_name":"High availability","score":0.4052000045776367},{"id":"https://openalex.org/keywords/lpwan","display_name":"LPWAN","score":0.3978999853134155},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.391400009393692},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.38109999895095825},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.36500000953674316}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6074000000953674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5909000039100647},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5317000150680542},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.487199991941452},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C65813073","wikidata":"https://www.wikidata.org/wiki/Q1622420","display_name":"High availability","level":2,"score":0.4052000045776367},{"id":"https://openalex.org/C2776445043","wikidata":"https://www.wikidata.org/wiki/Q20706829","display_name":"LPWAN","level":3,"score":0.3978999853134155},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.391400009393692},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.38109999895095825},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.3578999936580658},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.35199999809265137},{"id":"https://openalex.org/C180611318","wikidata":"https://www.wikidata.org/wiki/Q7316902","display_name":"Retransmission","level":3,"score":0.3425000011920929},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3386000096797943},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.33649998903274536},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33390000462532043},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3070000112056732},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C187713609","wikidata":"https://www.wikidata.org/wiki/Q2465461","display_name":"Default gateway","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.27250000834465027},{"id":"https://openalex.org/C3309286","wikidata":"https://www.wikidata.org/wiki/Q4907693","display_name":"Bilevel optimization","level":3,"score":0.262800008058548},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.2533999979496002},{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.25220000743865967},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siot68426.2025.11368816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siot68426.2025.11368816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Symposium on Internet of Things (SIoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6023051738739014}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2032842200","https://openalex.org/W2595511394","https://openalex.org/W3092644535","https://openalex.org/W4206467404","https://openalex.org/W4221052372","https://openalex.org/W4295364610","https://openalex.org/W4312961975","https://openalex.org/W4387705731","https://openalex.org/W4389311574","https://openalex.org/W4392902352","https://openalex.org/W4403731516","https://openalex.org/W4404295070","https://openalex.org/W4410285612"],"related_works":[],"abstract_inverted_index":{"Agrivoltaic":[0],"systems":[1],"present":[2],"unique":[3],"challenges":[4],"for":[5,36,78,127],"deploying":[6],"Internet":[7],"of":[8,39,99,106],"Things":[9],"(IoT)":[10],"monitoring":[11,77],"infrastructure":[12,54],"due":[13],"to":[14,144,146],"heterogeneous":[15],"shading":[16,83],"patterns,":[17],"varying":[18],"crop":[19],"criticality":[20],"levels,":[21],"and":[22,52,64,112,123,135,149,151,159],"dual":[23,125],"land-use":[24],"constraints.":[25],"This":[26],"paper":[27],"presents":[28],"a":[29,90,104],"mixed-integer":[30],"linear":[31],"programming":[32],"(MILP)":[33],"optimization":[34,118],"model":[35,69,88],"strategic":[37],"placement":[38],"multi-technology":[40],"IoT":[41],"gateways":[42,134],"in":[43],"agrivoltaic":[44,93],"installations.":[45],"The":[46,68,117,140],"proposed":[47],"formulation":[48,141],"simultaneously":[49],"optimizes":[50],"LoRaWAN":[51,133],"Wi-Fi":[53,137],"deployment":[55],"while":[56],"incorporating":[57],"zone-specific":[58],"redundancy":[59],"requirements,":[60],"quadrant":[61],"coverage":[62,122,157],"constraints,":[63,150],"power":[65],"consumption":[66],"limitations.":[67],"introduces":[70],"criticality-weighted":[71],"penalty":[72],"functions":[73],"that":[74],"prioritize":[75],"reliable":[76],"high-value":[79],"crops":[80],"under":[81],"heavy":[82],"conditions.":[84],"We":[85],"evaluate":[86],"the":[87,97],"on":[89,156],"10":[91],"hectare":[92],"pilot":[94],"facility":[95],"at":[96],"University":[98],"Campinas":[100],"(UNICAMP),":[101],"Brazil,":[102],"with":[103],"capacity":[105,111],"5":[107],"MW":[108],"photovoltaic":[109],"[1]":[110],"three":[113],"distinct":[114],"cultivation":[115],"zones.":[116],"achieved":[119],"100%":[120],"sensor":[121],"mandatory":[124],"connectivity":[126],"critical":[128],"agricultural":[129],"zones":[130],"using":[131],"8":[132],"17":[136],"access":[138],"points.":[139],"is":[142],"simple":[143],"adapt":[145],"other":[147],"sites":[148],"supports":[152],"fast":[153],"what-if":[154],"analyses":[155],"targets":[158],"budgets.":[160]},"counts_by_year":[],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2026-02-07T00:00:00"}