{"id":"https://openalex.org/W4407784544","doi":"https://doi.org/10.1109/comsnets63942.2025.10885559","title":"Learning-Based Sensing Mode Selection for ISAC in Intelligent Transportation Systems","display_name":"Learning-Based Sensing Mode Selection for ISAC in Intelligent Transportation Systems","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4407784544","doi":"https://doi.org/10.1109/comsnets63942.2025.10885559"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets63942.2025.10885559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","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/A5085572873","display_name":"Roshan S. Sam","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Roshan S. Sam","raw_affiliation_strings":["Lekha Wireless Solutions,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Lekha Wireless Solutions,Bangalore,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009999505","display_name":"Abhinaba Dey","orcid":"https://orcid.org/0000-0002-6454-0167"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhinaba Dey","raw_affiliation_strings":["Lekha Wireless Solutions,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Lekha Wireless Solutions,Bangalore,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011708849","display_name":"Sreenath Ramanath","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sreenath Ramanath","raw_affiliation_strings":["Lekha Wireless Solutions,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Lekha Wireless Solutions,Bangalore,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085572873"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0384108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.8700000047683716,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.8700000047683716,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.8410000205039978,"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/T10320","display_name":"Neural Networks and Applications","score":0.8302000164985657,"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":0.7166804671287537},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5919497013092041},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5037903189659119},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4145911931991577},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.41124778985977173},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2920255661010742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27468565106391907},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1952977180480957},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.18815770745277405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7166804671287537},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5919497013092041},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5037903189659119},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4145911931991577},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.41124778985977173},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2920255661010742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27468565106391907},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1952977180480957},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.18815770745277405}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets63942.2025.10885559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W3072033075","https://openalex.org/W3213070675","https://openalex.org/W4230627266","https://openalex.org/W4312767306","https://openalex.org/W4390117587","https://openalex.org/W4391889524","https://openalex.org/W4391936116","https://openalex.org/W4400770877","https://openalex.org/W4401567265","https://openalex.org/W4401717539","https://openalex.org/W4403182678"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W1788667622"],"abstract_inverted_index":{"Intelligent":[0],"Transportation":[1],"Systems":[2],"(ITS)":[3],"encompass":[4],"a":[5,64,162],"broad":[6],"range":[7],"of":[8,22,42,46,50,142],"technologies":[9],"and":[10,24,27,34,39,55,60,77,85,115,124,145,155],"strategies":[11],"that":[12],"aim":[13],"to":[14,19,30,81,98,105,120,138,176],"provide":[15,95],"innovative":[16],"services":[17],"relating":[18],"different":[20],"modes":[21,134],"transport":[23,43],"traffic":[25,108],"management":[26],"enable":[28],"users":[29],"be":[31,136],"better":[32],"informed":[33],"make":[35],"safer,":[36,123],"more":[37,82,106,125],"coordinated,":[38],"smarter":[40],"use":[41],"networks.":[44,88,128],"One":[45],"the":[47,74,118,140,185],"main":[48],"pillars":[49],"6G":[51],"technology,":[52],"Integrated":[53],"Sensing":[54],"Communication":[56],"(ISAC),":[57],"integrates":[58],"communication":[59,146],"sensing":[61,133,144,165,177],"capabilities":[62],"into":[63],"single":[65],"system.":[66],"ISAC":[67,116,130,169],"can":[68,94,135,183],"significantly":[69],"enhance":[70,139,184],"ITS":[71,114,182],"by":[72],"improving":[73],"way":[75],"vehicles":[76],"infrastructure":[78],"interact,":[79],"leading":[80,104],"efficient,":[83],"safe,":[84],"sustainable":[86],"transportation":[87,127],"Moreover,":[89],"Unmanned":[90],"Aerial":[91],"Vehicles":[92],"(UAVs)":[93],"aerial":[96],"data":[97],"complement":[99],"ground-based":[100],"sensors":[101],"in":[102,170,180],"ITS,":[103],"comprehensive":[107],"analyses.":[109],"The":[110],"synergy":[111],"between":[112],"UAVs,":[113],"has":[117,150],"potential":[119],"create":[121],"smarter,":[122],"efficient":[126],"In":[129,157],"systems,":[131],"various":[132],"utilized":[137],"performance":[141],"both":[143],"functions.":[147],"Each":[148],"mode":[149,166,178],"its":[151],"specific":[152],"applications,":[153],"advantages,":[154],"limitations.":[156],"this":[158],"work,":[159],"we":[160],"propose":[161],"learning":[163],"based":[164],"selection":[167,179],"for":[168],"ITS.":[171],"By":[172],"applying":[173],"learning-based":[174],"approaches":[175],"ISAC,":[181],"operational":[186],"effectiveness":[187],"across":[188],"diverse":[189],"environments.":[190]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
