{"id":"https://openalex.org/W4387878049","doi":"https://doi.org/10.3233/faia230654","title":"Inter-Satellite Link Prediction with Supervised Learning Based on Kepler and SGP4 Orbits","display_name":"Inter-Satellite Link Prediction with Supervised Learning Based on Kepler and SGP4 Orbits","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387878049","doi":"https://doi.org/10.3233/faia230654"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230654","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230654","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"book-chapter","type_crossref":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230654","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015787359","display_name":"Estel Ferrer","orcid":"https://orcid.org/0000-0001-9999-2844"},"institutions":[{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Estel Ferrer","raw_affiliation_strings":["i2CAT Foundation"],"affiliations":[{"raw_affiliation_string":"i2CAT Foundation","institution_ids":["https://openalex.org/I4210130845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086659759","display_name":"Joan A. Ruiz-de-Azua","orcid":"https://orcid.org/0000-0001-5892-3404"},"institutions":[{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joan A. Ruiz-De-Azua","raw_affiliation_strings":["i2CAT Foundation"],"affiliations":[{"raw_affiliation_string":"i2CAT Foundation","institution_ids":["https://openalex.org/I4210130845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028035990","display_name":"Francesc Betorz","orcid":"https://orcid.org/0009-0004-4022-6626"},"institutions":[{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesc Betorz","raw_affiliation_strings":["i2CAT Foundation"],"affiliations":[{"raw_affiliation_string":"i2CAT Foundation","institution_ids":["https://openalex.org/I4210130845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043468332","display_name":"Josep Escrig","orcid":"https://orcid.org/0000-0002-0918-8148"},"institutions":[{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep Escrig Escrig","raw_affiliation_strings":["i2CAT Foundation"],"affiliations":[{"raw_affiliation_string":"i2CAT Foundation","institution_ids":["https://openalex.org/I4210130845"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.35,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":1,"citation_normalized_percentile":{"value":0.787953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":78},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12042","display_name":"Satellite Communication Systems","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11701","display_name":"Space Satellite Systems and Control","score":0.9868,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T13553","display_name":"Age of Information Optimization","score":0.9242,"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/satellite-constellation","display_name":"Satellite constellation","score":0.46246737},{"id":"https://openalex.org/keywords/geocentric-orbit","display_name":"Geocentric orbit","score":0.43596298},{"id":"https://openalex.org/keywords/orbit","display_name":"Orbit (dynamics)","score":0.4337477}],"concepts":[{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.76023304},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.72343427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5970417},{"id":"https://openalex.org/C2779784338","wikidata":"https://www.wikidata.org/wiki/Q967145","display_name":"Satellite constellation","level":3,"score":0.46246737},{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.44485655},{"id":"https://openalex.org/C207963374","wikidata":"https://www.wikidata.org/wiki/Q47592","display_name":"Kepler","level":3,"score":0.44283956},{"id":"https://openalex.org/C154978347","wikidata":"https://www.wikidata.org/wiki/Q1579577","display_name":"Geocentric orbit","level":3,"score":0.43596298},{"id":"https://openalex.org/C196644772","wikidata":"https://www.wikidata.org/wiki/Q3884964","display_name":"Orbit (dynamics)","level":2,"score":0.4337477},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.41252995},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3568123},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.32265458},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18491724},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.14309269},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12762499},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.079787046},{"id":"https://openalex.org/C150846664","wikidata":"https://www.wikidata.org/wiki/Q7602306","display_name":"Stars","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230654","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230654","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230654","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230654","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6,"id":"https://metadata.un.org/sdg/7"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":13,"referenced_works":["https://openalex.org/W1988150196","https://openalex.org/W227724343","https://openalex.org/W2610034660","https://openalex.org/W2903764284","https://openalex.org/W2944833253","https://openalex.org/W2954691982","https://openalex.org/W2963241486","https://openalex.org/W2969227524","https://openalex.org/W3004747251","https://openalex.org/W3012664577","https://openalex.org/W3031047178","https://openalex.org/W4385269995","https://openalex.org/W4392428126"],"related_works":["https://openalex.org/W4224313018","https://openalex.org/W4221033466","https://openalex.org/W3209320673","https://openalex.org/W2394459062","https://openalex.org/W2392670398","https://openalex.org/W2385787340","https://openalex.org/W2355913771","https://openalex.org/W2186831281","https://openalex.org/W2078292672","https://openalex.org/W171734839"],"abstract_inverted_index":{"Distributed":[0],"Space":[1],"Systems":[2],"(DSS)":[3],"are":[4],"gaining":[5],"prominence":[6],"in":[7,49,93,119,162],"the":[8,58,65,103,153,163],"space":[9],"industry":[10],"due":[11],"to":[12,15,56,98],"their":[13,73,100],"ability":[14],"increase":[16],"mission":[17],"performance":[18,114],"by":[19,64],"allowing":[20],"cooperation":[21,39],"and":[22,61,107,117,133,159],"resource":[23],"sharing":[24],"between":[25,32],"multiple":[26],"satellites.":[27],"In":[28,54],"DSS":[29],"where":[30],"communication":[31],"heterogeneous":[33,91],"satellites":[34,92,129,140],"is":[35,44,115],"necessary,":[36],"achieving":[37],"autonomous":[38,83],"while":[40],"minimizing":[41],"energy":[42,62],"consumption":[43],"a":[45,124,135,157],"critical":[46],"requirement,":[47],"particularly":[48],"sparse":[50],"constellations":[51],"with":[52],"nano-satellites.":[53],"order":[55],"minimize":[57],"functioning":[59],"time":[60],"consumed":[63],"Inter-Satellite":[66],"Links":[67],"(ISL)":[68],"established":[69],"for":[70],"satellite-to-satellite":[71],"communication,":[72],"temporal":[74],"encounters":[75],"must":[76],"be":[77,151],"anticipated.":[78],"This":[79,148],"work":[80,149],"proposes":[81],"an":[82],"solution":[84],"based":[85],"on":[86],"Supervised":[87],"Learning":[88],"that":[89,128,139],"allows":[90],"circular":[94],"polar":[95],"Low-Earth":[96],"Orbits":[97],"predict":[99],"encounters,":[101],"given":[102],"Orbital":[104],"Elements":[105],"(OE)":[106],"assuming":[108,127,138],"isotropic":[109],"antenna":[110],"patterns.":[111],"The":[112],"model":[113],"evaluated":[116],"compared":[118],"two":[120],"different":[121],"scenarios:":[122],"1)":[123],"simplified":[125],"scenario":[126,137],"follow":[130,141],"Kepler":[131],"orbits":[132],"2)":[134],"realistic":[136],"Simplified":[142],"General":[143],"Perturbations":[144],"4":[145],"(SGP4)":[146],"orbits.":[147],"could":[150],"considered":[152],"first":[154],"stage":[155],"of":[156,165],"promising":[158],"alternative":[160],"approach":[161],"field":[164],"DSS.":[166]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4387878049","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-01-24T23:44:18.141816","created_date":"2023-10-24"}