{"id":"https://openalex.org/W2769999641","doi":"https://doi.org/10.1109/wisee.2017.8124902","title":"A machine learning concept for DTN routing","display_name":"A machine learning concept for DTN routing","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2769999641","doi":"https://doi.org/10.1109/wisee.2017.8124902","mag":"2769999641"},"language":"en","primary_location":{"id":"doi:10.1109/wisee.2017.8124902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wisee.2017.8124902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ntrs.nasa.gov/api/citations/20170010412/downloads/20170010412.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067707998","display_name":"Rachel Dudukovich","orcid":"https://orcid.org/0000-0002-7305-0688"},"institutions":[{"id":"https://openalex.org/I2799786008","display_name":"Glenn Research Center","ror":"https://ror.org/059fqnc42","country_code":"US","type":"facility","lineage":["https://openalex.org/I2799786008","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel Dudukovich","raw_affiliation_strings":["Case Western Reserve University","Flight Software Branch of NASA Glenn Research Center, Cleveland, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Case Western Reserve University","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Flight Software Branch of NASA Glenn Research Center, Cleveland, OH","institution_ids":["https://openalex.org/I2799786008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007599747","display_name":"Alan Hylton","orcid":null},"institutions":[{"id":"https://openalex.org/I2799786008","display_name":"Glenn Research Center","ror":"https://ror.org/059fqnc42","country_code":"US","type":"facility","lineage":["https://openalex.org/I2799786008","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan Hylton","raw_affiliation_strings":["Architectures, Networks and System Integration Branch, NASA Glenn Research Center, Cleveland, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architectures, Networks and System Integration Branch, NASA Glenn Research Center, Cleveland, OH","institution_ids":["https://openalex.org/I2799786008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046620750","display_name":"C. Papachristou","orcid":"https://orcid.org/0000-0002-5399-3208"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christos Papachristou","raw_affiliation_strings":["Computer Engineering department, Case Western Reserve University, Cleveland, OH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering department, Case Western Reserve University, Cleveland, OH","institution_ids":["https://openalex.org/I58956616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6977,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.91896266,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"110","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":1.0,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.9943000078201294,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9923999905586243,"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/computer-science","display_name":"Computer science","score":0.7467103004455566},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.5840376615524292},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.5686752200126648},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.5414528846740723},{"id":"https://openalex.org/keywords/routing-domain","display_name":"Routing domain","score":0.5064057111740112},{"id":"https://openalex.org/keywords/router","display_name":"Router","score":0.5036978125572205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44634342193603516},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42126139998435974},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.4197773337364197},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4171416163444519},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4139842092990875},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4010038375854492},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.39856258034706116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7467103004455566},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.5840376615524292},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.5686752200126648},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.5414528846740723},{"id":"https://openalex.org/C94600068","wikidata":"https://www.wikidata.org/wiki/Q7371621","display_name":"Routing domain","level":5,"score":0.5064057111740112},{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.5036978125572205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44634342193603516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42126139998435974},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.4197773337364197},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4171416163444519},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4139842092990875},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4010038375854492},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.39856258034706116}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wisee.2017.8124902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wisee.2017.8124902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:casi.ntrs.nasa.gov:20170010412","is_oa":true,"landing_page_url":"http://hdl.handle.net/2060/20170010412","pdf_url":"https://ntrs.nasa.gov/api/citations/20170010412/downloads/20170010412.pdf","source":{"id":"https://openalex.org/S4377196257","display_name":"NASA STI Repository (National Aeronautics and Space Administration)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210124779","host_organization_name":"National Aeronautics and Space Administration","host_organization_lineage":["https://openalex.org/I4210124779"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CASI","raw_type":"GRC-E-DAA-TN46178"}],"best_oa_location":{"id":"pmh:oai:casi.ntrs.nasa.gov:20170010412","is_oa":true,"landing_page_url":"http://hdl.handle.net/2060/20170010412","pdf_url":"https://ntrs.nasa.gov/api/citations/20170010412/downloads/20170010412.pdf","source":{"id":"https://openalex.org/S4377196257","display_name":"NASA STI Repository (National Aeronautics and Space Administration)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210124779","host_organization_name":"National Aeronautics and Space Administration","host_organization_lineage":["https://openalex.org/I4210124779"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CASI","raw_type":"GRC-E-DAA-TN46178"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310281","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2769999641.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W60158733","https://openalex.org/W1449521255","https://openalex.org/W1488540163","https://openalex.org/W1525019474","https://openalex.org/W1686168764","https://openalex.org/W1999314115","https://openalex.org/W2120358295","https://openalex.org/W2121863487","https://openalex.org/W2125957038","https://openalex.org/W2140881359","https://openalex.org/W2253517037","https://openalex.org/W2296671767","https://openalex.org/W2597167070","https://openalex.org/W4214717370","https://openalex.org/W6602464246","https://openalex.org/W6628494493","https://openalex.org/W6631167562"],"related_works":["https://openalex.org/W1585786976","https://openalex.org/W2096480024","https://openalex.org/W2998182693","https://openalex.org/W4232581896","https://openalex.org/W146128134","https://openalex.org/W3016586903","https://openalex.org/W3158687476","https://openalex.org/W2115265281","https://openalex.org/W2082034034","https://openalex.org/W1999957046"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"the":[3,30,34,43],"concept":[4],"and":[5,23,50,75],"architecture":[6,60],"of":[7,20,33,45,58],"a":[8,62],"machine":[9],"learning":[10,22,25],"based":[11],"router":[12],"for":[13,61,66],"delay":[14],"tolerant":[15],"space":[16],"networks.":[17],"The":[18,56],"techniques":[19],"reinforcement":[21],"Bayesian":[24],"are":[26,54,77],"used":[27],"to":[28,42],"supplement":[29],"routing":[31],"decisions":[32],"popular":[35],"Contact":[36,46],"Graph":[37,47],"Routing":[38],"algorithm.":[39],"An":[40],"introduction":[41],"concepts":[44],"Routing,":[48],"Q-routing":[49],"Na\u00efve":[51],"Bayes":[52],"classification":[53],"given.":[55,78],"development":[57],"an":[59],"cross-layer":[63],"feedback":[64],"framework":[65],"DTN":[67],"protocols":[68],"is":[69],"discussed.":[70],"Finally,":[71],"initial":[72],"simulation":[73],"setup":[74],"results":[76]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}