{"id":"https://openalex.org/W4414272370","doi":"https://doi.org/10.1109/ichms65439.2025.11154241","title":"An LLM-Based Agentic Natural Language Dialogue System Approach for Helicopter MUM-T Operations","display_name":"An LLM-Based Agentic Natural Language Dialogue System Approach for Helicopter MUM-T Operations","publication_year":2025,"publication_date":"2025-05-26","ids":{"openalex":"https://openalex.org/W4414272370","doi":"https://doi.org/10.1109/ichms65439.2025.11154241"},"language":"en","primary_location":{"id":"doi:10.1109/ichms65439.2025.11154241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms65439.2025.11154241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 5th International Conference on Human-Machine Systems (ICHMS)","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/A5098977461","display_name":"Dominik K\u00fcnzel","orcid":null},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dominik K\u00fcnzel","raw_affiliation_strings":["Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082397517","display_name":"Prakash Jamakatel","orcid":"https://orcid.org/0000-0002-2754-7095"},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Prakash Jamakatel","raw_affiliation_strings":["Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116115444","display_name":"Tyler Shillig","orcid":null},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tyler Shillig","raw_affiliation_strings":["Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067167278","display_name":"A. Schulte","orcid":"https://orcid.org/0000-0001-9445-6911"},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Axel Schulte","raw_affiliation_strings":["Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Flight Systems, University of the Bundeswehr Munich,Neubiberg,Germany","institution_ids":["https://openalex.org/I40527276"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5098977461"],"corresponding_institution_ids":["https://openalex.org/I40527276"],"apc_list":null,"apc_paid":null,"fwci":2.8331,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92442232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"459","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9713000059127808,"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"}},"topics":[{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9713000059127808,"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/T12031","display_name":"Speech and dialogue systems","score":0.9334999918937683,"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/cockpit","display_name":"Cockpit","score":0.6697999835014343},{"id":"https://openalex.org/keywords/extant-taxon","display_name":"Extant taxon","score":0.6028000116348267},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5485000014305115},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.46129998564720154},{"id":"https://openalex.org/keywords/natural-language-understanding","display_name":"Natural language understanding","score":0.40700000524520874},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4018000066280365},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.3898000121116638}],"concepts":[{"id":"https://openalex.org/C30322324","wikidata":"https://www.wikidata.org/wiki/Q194156","display_name":"Cockpit","level":2,"score":0.6697999835014343},{"id":"https://openalex.org/C178300618","wikidata":"https://www.wikidata.org/wiki/Q1898509","display_name":"Extant taxon","level":2,"score":0.6028000116348267},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5985999703407288},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5485000014305115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49079999327659607},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.46129998564720154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4357999861240387},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.40700000524520874},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4018000066280365},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.3898000121116638},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3296999931335449},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2962999939918518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29589998722076416},{"id":"https://openalex.org/C190954187","wikidata":"https://www.wikidata.org/wiki/Q5270587","display_name":"Dialog system","level":3,"score":0.27300000190734863},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.26669999957084656},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.26010000705718994},{"id":"https://openalex.org/C41376638","wikidata":"https://www.wikidata.org/wiki/Q214932","display_name":"Flight simulator","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichms65439.2025.11154241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms65439.2025.11154241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 5th International Conference on Human-Machine Systems (ICHMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1663308850","https://openalex.org/W1967887284","https://openalex.org/W2330891694","https://openalex.org/W2963341956","https://openalex.org/W3011084295","https://openalex.org/W3084417626","https://openalex.org/W4386754244","https://openalex.org/W4389282317","https://openalex.org/W4392517661","https://openalex.org/W4393065402","https://openalex.org/W4399267395","https://openalex.org/W4399801893","https://openalex.org/W4401023814","https://openalex.org/W4402687726","https://openalex.org/W4407170313","https://openalex.org/W4408954461"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1,61,72],"work,":[2],"we":[3,79],"present":[4],"our":[5,59,125],"approach":[6],"for":[7,83],"integrating":[8],"a":[9,17,103],"large":[10],"language":[11,24],"model":[12],"(LLM)-based":[13],"assistance":[14],"agent":[15,70,86],"into":[16,124],"military":[18,47,96],"helicopter":[19,126],"simulator":[20],"to":[21,66,108,133,143],"enable":[22],"natural":[23],"interaction":[25,111],"during":[26],"Manned-Unmanned":[27],"Teaming":[28],"(MUM-T)":[29],"scenarios.":[30],"While":[31],"extant":[32],"simple":[33],"voice":[34],"command":[35],"interfaces":[36],"can":[37],"reduce":[38],"pilot":[39],"workload,":[40],"the":[41,56,63,76,81,100,118,145],"use":[42],"of":[43,58,120],"LLM":[44],"agents":[45],"in":[46,50,71,137,141],"aviation,":[48],"particularly":[49],"mission-relevant":[51],"applications,":[52],"remains":[53],"underexplored.":[54],"To":[55],"best":[57],"knowledge,":[60],"is":[62],"first":[64],"attempt":[65],"suggest":[67],"an":[68,85,91,138],"LLM-based":[69],"domain.":[73],"After":[74],"introducing":[75],"overall":[77],"challenge,":[78],"establish":[80],"need":[82],"such":[84],"by":[87],"sharing":[88],"insights":[89],"from":[90],"experimental":[92],"campaign":[93],"involving":[94],"experienced":[95],"pilots.":[97],"We":[98,115],"describe":[99],"operational":[101],"domain,":[102],"hierarchical":[104],"multi-agent":[105],"architecture,":[106],"designed":[107],"support":[109],"flexible":[110],"while":[112],"minimizing":[113],"hallucinations.":[114],"qualitatively":[116],"evaluate":[117],"integration":[119],"certain":[121],"preliminary":[122],"components":[123],"research":[127],"cockpit":[128],"simulator.":[129],"The":[130],"system":[131],"needs":[132],"be":[134],"fully":[135],"tested":[136],"evaluation":[139],"study":[140],"order":[142],"prove":[144],"concept.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}