{"id":"https://openalex.org/W4317928134","doi":"https://doi.org/10.1109/milcom55135.2022.10017899","title":"PulseNet: A Discriminative Model for Time Division Multiple Access Timeslot Prediction","display_name":"PulseNet: A Discriminative Model for Time Division Multiple Access Timeslot Prediction","publication_year":2022,"publication_date":"2022-11-28","ids":{"openalex":"https://openalex.org/W4317928134","doi":"https://doi.org/10.1109/milcom55135.2022.10017899"},"language":"en","primary_location":{"id":"doi:10.1109/milcom55135.2022.10017899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom55135.2022.10017899","pdf_url":null,"source":{"id":"https://openalex.org/S4363608114","display_name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","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/A5050511560","display_name":"Andrew Wood","orcid":"https://orcid.org/0000-0001-5931-2621"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Andrew Wood","raw_affiliation_strings":["Boston University"],"affiliations":[{"raw_affiliation_string":"Boston University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062524812","display_name":"Tim Upthegrove","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tim Upthegrove","raw_affiliation_strings":["Novowi"],"affiliations":[{"raw_affiliation_string":"Novowi","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078924182","display_name":"Colin Funai","orcid":null},"institutions":[{"id":"https://openalex.org/I1306686416","display_name":"RTX (United States)","ror":"https://ror.org/0354t7b78","country_code":"US","type":"company","lineage":["https://openalex.org/I1306686416"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colin Funai","raw_affiliation_strings":["Raytheon BBN"],"affiliations":[{"raw_affiliation_string":"Raytheon BBN","institution_ids":["https://openalex.org/I1306686416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060917638","display_name":"Bishal Thapa","orcid":"https://orcid.org/0009-0009-4753-3983"},"institutions":[{"id":"https://openalex.org/I1306686416","display_name":"RTX (United States)","ror":"https://ror.org/0354t7b78","country_code":"US","type":"company","lineage":["https://openalex.org/I1306686416"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bishal Thapa","raw_affiliation_strings":["Raytheon BBN"],"affiliations":[{"raw_affiliation_string":"Raytheon BBN","institution_ids":["https://openalex.org/I1306686416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000281327","display_name":"Scott Loos","orcid":null},"institutions":[{"id":"https://openalex.org/I1306686416","display_name":"RTX (United States)","ror":"https://ror.org/0354t7b78","country_code":"US","type":"company","lineage":["https://openalex.org/I1306686416"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Loos","raw_affiliation_strings":["Raytheon BBN"],"affiliations":[{"raw_affiliation_string":"Raytheon BBN","institution_ids":["https://openalex.org/I1306686416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050215632","display_name":"D. Javorsek","orcid":"https://orcid.org/0000-0002-0329-4011"},"institutions":[{"id":"https://openalex.org/I4210089612","display_name":"United States Air Force","ror":"https://ror.org/006gmme17","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Javorsek","raw_affiliation_strings":["US Air Force"],"affiliations":[{"raw_affiliation_string":"US Air Force","institution_ids":["https://openalex.org/I4210089612"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050511560"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2162,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40614572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7799272537231445},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6089951395988464},{"id":"https://openalex.org/keywords/guard","display_name":"Guard (computer science)","score":0.46349024772644043},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.43352752923965454},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.4250180721282959},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4249516427516937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1593354046344757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7799272537231445},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6089951395988464},{"id":"https://openalex.org/C141141315","wikidata":"https://www.wikidata.org/wiki/Q2379942","display_name":"Guard (computer science)","level":2,"score":0.46349024772644043},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.43352752923965454},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.4250180721282959},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4249516427516937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1593354046344757},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom55135.2022.10017899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom55135.2022.10017899","pdf_url":null,"source":{"id":"https://openalex.org/S4363608114","display_name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1904365287","https://openalex.org/W2112081648","https://openalex.org/W2112739286","https://openalex.org/W2120615054","https://openalex.org/W2145417574","https://openalex.org/W2161182098","https://openalex.org/W2162651021","https://openalex.org/W2272847350","https://openalex.org/W2290300449","https://openalex.org/W2294785742","https://openalex.org/W2626967530","https://openalex.org/W2734408173","https://openalex.org/W2748902594","https://openalex.org/W2891772212","https://openalex.org/W2951359136","https://openalex.org/W2951595529","https://openalex.org/W2971130081","https://openalex.org/W2974278113","https://openalex.org/W3142502645","https://openalex.org/W4238007703","https://openalex.org/W4249736682","https://openalex.org/W4254751698","https://openalex.org/W6617145748","https://openalex.org/W6631190155","https://openalex.org/W6638836233","https://openalex.org/W6640036494","https://openalex.org/W6681286327","https://openalex.org/W6685160515","https://openalex.org/W6739651123","https://openalex.org/W6743806954","https://openalex.org/W6755068953","https://openalex.org/W6758854563"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2348837382","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W2521627374"],"abstract_inverted_index":{"Custom":[0],"networking":[1,27],"protocols":[2,28,141],"are":[3,142],"the":[4,38,58,80,110,114,123,214,230,237],"current":[5],"solution":[6],"for":[7,13,51,131],"networks":[8,63,75,85],"built":[9,143],"using":[10,181,199],"non-standard":[11],"waveforms":[12],"sensitive":[14],"tactical":[15,115,168,241],"DoD":[16,74,94],"applications":[17],"with":[18,83],"strict":[19],"latency":[20],"or":[21,167],"security":[22,111],"requirements.":[23],"However,":[24],"while":[25],"custom":[26,49,140],"allow":[29],"network":[30,41,55,95,99,116,242],"designers":[31],"to":[32,46,78,100,105,126,157,178,203],"meet":[33],"specific":[34,129],"constraints,":[35],"they":[36],"inflate":[37],"cost":[39],"of":[40,54,60,109,120,147],"maintenance":[42],"and":[43,64,96,118,151,175,195,217],"require":[44],"engineers":[45],"hand":[47],"roll":[48],"solutions":[50],"any":[52],"type":[53],"adaptation":[56],"in":[57,86],"presence":[59],"other":[61],"co-existing":[62],"inter-network":[65],"communication.":[66],"Recently,":[67],"it":[68],"has":[69],"become":[70],"clear":[71],"that":[72,138,169],"certain":[73],"will":[76],"have":[77],"share":[79],"same":[81],"channel":[82,180,208],"commercial":[84,98,124,166],"near":[87],"future.":[88],"Sharing":[89],"protocol":[90,186],"knowledge":[91],"between":[92],"a":[93,97,128,145,154,182,240],"improve":[101],"co-existence":[102],"is":[103],"hard":[104],"do":[106],"both":[107],"because":[108],"concerns":[112],"on":[113,122,171,213,225,239],"side":[117,125],"lack":[119],"incentive":[121],"support":[127],"implementation":[130],"co-existence.":[132],"In":[133],"this":[134],"paper,":[135],"we":[136,152,235],"observe":[137],"many":[139],"from":[144],"set":[146],"similar":[148],"net-working":[149],"primitives,":[150],"present":[153],"CNN":[155],"model":[156,211,238],"predict":[158],"one":[159],"such":[160],"primitive:":[161],"timeslot":[162,173,191,215],"duration.":[163],"Any":[164],"network,":[165],"relies":[170],"different":[172],"durations":[174],"time":[176,183],"boundaries":[177],"access":[179],"division":[184],"multiplex":[185],"can":[187],"learn":[188],"each":[189],"other's":[190],"duration,":[192],"recurrence":[193],"rate":[194],"guard":[196],"times":[197],"easily":[198],"open":[200],"ML":[201],"frame-work":[202],"achieve":[204],"simple":[205],"but":[206],"effective":[207],"coexistence.":[209],"Our":[210],"focuses":[212],"duration":[216],"achieves":[218],"sub-millisecond":[219],"Root":[220],"Mean":[221],"Square":[222],"Error":[223],"prediction":[224],"synthetic":[226],"dataset,":[227],"which":[228],"matches":[229],"performance":[231],"measures":[232],"well":[233],"when":[234],"tested":[236],"dataset.":[243]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}