{"id":"https://openalex.org/W4414405821","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162413","title":"Dynamic Weight Fusion with Entropy Optimization for Enhanced Distributed Object Detection and Resource Allocation","display_name":"Dynamic Weight Fusion with Entropy Optimization for Enhanced Distributed Object Detection and Resource Allocation","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414405821","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162413"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops67674.2025.11162413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004456626","display_name":"Ali Adib Arnab","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Adib Arnab","raw_affiliation_strings":["University of Calgary,Electrical and Software Engineering,Calgary,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary,Electrical and Software Engineering,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061884304","display_name":"Henry Leung","orcid":"https://orcid.org/0000-0002-5984-107X"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Henry Leung","raw_affiliation_strings":["University of Calgary,Electrical and Software Engineering,Calgary,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary,Electrical and Software Engineering,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.7630000114440918,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.7630000114440918,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.7139000296592712,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10036","display_name":"Advanced Neural Network Applications","score":0.7109000086784363,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/entropy","display_name":"Entropy (arrow of time)","score":0.6047000288963318},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.508400022983551},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.3962000012397766},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.38839998841285706},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.35179999470710754},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3359000086784363},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.32760000228881836},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.32499998807907104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.744700014591217},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6047000288963318},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.508400022983551},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.398499995470047},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.3962000012397766},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.38839998841285706},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36570000648498535},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3359000086784363},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.32499998807907104},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.3228999972343445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32199999690055847},{"id":"https://openalex.org/C167981619","wikidata":"https://www.wikidata.org/wiki/Q1685498","display_name":"Cross entropy","level":3,"score":0.3149999976158142},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.29980000853538513},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2874999940395355},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C3019973339","wikidata":"https://www.wikidata.org/wiki/Q899523","display_name":"Object based","level":3,"score":0.2806999981403351},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2791000008583069},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.2554999887943268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops67674.2025.11162413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","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":9,"referenced_works":["https://openalex.org/W2416799949","https://openalex.org/W2624989916","https://openalex.org/W2950865323","https://openalex.org/W2996945478","https://openalex.org/W3021654819","https://openalex.org/W3041971333","https://openalex.org/W3172046088","https://openalex.org/W4310119538","https://openalex.org/W4399154729"],"related_works":[],"abstract_inverted_index":{"The":[0,53],"Dynamic":[1],"Weight":[2,55],"Fusion":[3,56],"with":[4,22,49,77,164],"Entropy":[5,54],"Optimization":[6],"algorithm":[7,57],"introduces":[8],"an":[9],"innovative":[10],"approach":[11],"to":[12,38,66],"enhancing":[13],"distributed":[14,142],"object":[15,34,143,174],"detection":[16,35,94,99,152,175],"and":[17,29,41,104,119,136],"resource":[18,42],"allocation":[19],"in":[20,97,114,157],"environments":[21],"limited":[23,155],"resources,":[24],"such":[25,131],"as":[26,132],"IoT":[27],"networks":[28],"edge":[30,158],"computing":[31],"systems.":[32],"Conventional":[33],"methods":[36],"struggle":[37],"balance":[39],"accuracy":[40,153],"efficiency":[43],"when":[44],"deployed":[45],"on":[46],"various":[47],"devices":[48],"different":[50],"computational":[51],"strengths.":[52],"tackles":[58],"these":[59],"challenges":[60],"by":[61],"integrating":[62],"measures":[63],"of":[64,71,84,93,150],"uncertainty":[65,166],"dynamically":[67],"modify":[68],"the":[69,82,111,148,168],"weight":[70],"each":[72],"device\u2019s":[73],"contribution,":[74],"prioritizing":[75],"outputs":[76],"higher":[78],"reliability":[79],"while":[80],"reducing":[81],"impact":[83],"uncertain":[85],"detections.":[86],"This":[87,145],"strategy":[88],"enables":[89,171],"more":[90],"effective":[91],"aggregation":[92],"outputs,":[95],"resulting":[96],"enhanced":[98],"precision,":[100],"minimized":[101],"packet":[102],"loss,":[103],"steady":[105],"latency":[106],"performance.":[107],"Comprehensive":[108],"evaluations":[109],"highlight":[110],"algorithm\u2019s":[112],"effectiveness":[113],"achieving":[115],"high":[116],"utility":[117],"scores":[118],"managing":[120],"resources":[121,156],"efficiently,":[122],"making":[123],"it":[124],"a":[125],"promising":[126],"solution":[127],"for":[128],"real-time":[129],"applications":[130],"surveillance,":[133],"autonomous":[134],"systems,":[135],"other":[137],"use":[138],"cases":[139],"requiring":[140],"dependable":[141],"detection.":[144],"work":[146],"addresses":[147],"challenge":[149],"maintaining":[151],"under":[154],"environments.":[159],"By":[160],"combining":[161],"utility-based":[162],"scoring":[163],"entropy-driven":[165],"handling,":[167],"proposed":[169],"method":[170],"adaptive,":[172],"efficient":[173],"across":[176],"heterogeneous":[177],"devices.":[178]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}