{"id":"https://openalex.org/W4400276226","doi":"https://doi.org/10.1109/wcnc57260.2024.10570626","title":"AI-Empowered Quality-of-Experience: Power Adaptation for Situation Aware Streaming of Live Surveillance Videos","display_name":"AI-Empowered Quality-of-Experience: Power Adaptation for Situation Aware Streaming of Live Surveillance Videos","publication_year":2024,"publication_date":"2024-04-21","ids":{"openalex":"https://openalex.org/W4400276226","doi":"https://doi.org/10.1109/wcnc57260.2024.10570626"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc57260.2024.10570626","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc57260.2024.10570626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5070569222","display_name":"Suvadip Batabyal","orcid":"https://orcid.org/0000-0001-8344-5897"},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suvadip Batabyal","raw_affiliation_strings":["NIT,Department of Computer Science &#x0026; Engineering,Durgapur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NIT,Department of Computer Science &#x0026; Engineering,Durgapur,India","institution_ids":["https://openalex.org/I155837530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034697367","display_name":"\u00d6zg\u00fcr Er\u00e7etin","orcid":"https://orcid.org/0000-0002-3454-5610"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozgur Ercetin","raw_affiliation_strings":["Sabanci University,Faculty of Engineering &#x0026; Natural Sciences,Istanbul,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sabanci University,Faculty of Engineering &#x0026; Natural Sciences,Istanbul,Turkey","institution_ids":["https://openalex.org/I134235054"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.970300018787384,"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"}},{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9006999731063843,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6822885274887085},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5706332325935364},{"id":"https://openalex.org/keywords/live-streaming","display_name":"Live streaming","score":0.5214837789535522},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4962485432624817},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4653298258781433},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.465329110622406},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.46255579590797424},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3624974489212036},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.29976317286491394},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.19317248463630676},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1857689619064331},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08999943733215332}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822885274887085},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5706332325935364},{"id":"https://openalex.org/C2776741261","wikidata":"https://www.wikidata.org/wiki/Q3027665","display_name":"Live streaming","level":2,"score":0.5214837789535522},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4962485432624817},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4653298258781433},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.465329110622406},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.46255579590797424},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3624974489212036},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29976317286491394},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.19317248463630676},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1857689619064331},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08999943733215332},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wcnc57260.2024.10570626","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc57260.2024.10570626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:research.sabanciuniv.edu:49734","is_oa":false,"landing_page_url":"https://research.sabanciuniv.edu/id/eprint/49734/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2087552667","https://openalex.org/W2124312232","https://openalex.org/W2138011018","https://openalex.org/W2158116199","https://openalex.org/W2905967003","https://openalex.org/W2961342702","https://openalex.org/W2963037989","https://openalex.org/W2964121718","https://openalex.org/W2979052130","https://openalex.org/W2994785085","https://openalex.org/W2999639413","https://openalex.org/W3129807942","https://openalex.org/W4252506956","https://openalex.org/W4301184843","https://openalex.org/W6762391004"],"related_works":["https://openalex.org/W4304080328","https://openalex.org/W3092769111","https://openalex.org/W2157648540","https://openalex.org/W4245721987","https://openalex.org/W4238425831","https://openalex.org/W2132672198","https://openalex.org/W4200631746","https://openalex.org/W4235833544","https://openalex.org/W4393213830","https://openalex.org/W2324542997"],"abstract_inverted_index":{"While":[0],"artificial":[1],"intelligence":[2],"(AI)":[3],"based":[4],"algorithms":[5],"have":[6],"become":[7],"an":[8,42,234],"epitome":[9],"of":[10,21,53,80,83,101,115,125,150,162,188,204,223,237,252],"video":[11,68,164],"quality":[12],"analysis":[13],"(VQA)":[14],"for":[15,28,44,74],"streaming":[16,31],"services,":[17],"the":[18,54,63,97,103,108,122,131,139,159,163,170,192,202,218,248,253],"true":[19],"power":[20,33,60,65,99,250],"AI":[22],"is":[23,70,92,135,221,244,260],"still":[24],"to":[25,94,152,246,256],"be":[26],"harnessed":[27],"situation":[29,258],"aware":[30],"in":[32],"constrained":[34],"wireless":[35],"networks.":[36],"In":[37],"this":[38],"work,":[39],"we":[40],"propose":[41],"architecture":[43,91,175],"situation-aware":[45],"streaming,":[46],"that":[47,61,77,137,194,220,231,239],"identifies":[48],"important":[49,140,160],"events":[50,141,225],"from":[51],"live-feeds":[52],"surveillance":[55,69,104],"cameras,":[56,105],"and":[57,87,128,207,243],"allocates":[58],"optimal":[59,235,241],"reduces":[62],"long-term":[64,171],"consumption.":[66],"Real-time":[67],"a":[71,143,146,153,180,185,196,208],"crucial":[72],"technology":[73],"smart":[75],"cities,":[76],"requires":[78],"deployment":[79],"large":[81],"number":[82,187,236],"cameras;":[84],"both":[85],"road-side":[86],"aerial.":[88],"The":[89,174],"proposed":[90],"designed":[93],"(i)":[95],"reduce":[96,121,247],"total":[98],"consumption":[100,251],"all":[102],"thus":[106],"reducing":[107],"greenhouse":[109],"emissions,":[110],"(ii)":[111],"improve":[112,130],"flight":[113],"duration":[114],"aerial":[116],"cameras":[117],"(e.g.":[118],"drones),":[119],"(iii)":[120],"manual":[123],"searching":[124],"desired":[126],"events/objects,":[127],"(iv)":[129],"overall":[132],"QoE.":[133],"It":[134],"imperative":[136],"only":[138],"(example,":[142],"car":[144],"violating":[145],"red":[147],"light)":[148],"are":[149,165],"interest":[151],"law":[154],"enforcement":[155],"officers.":[156],"Hence,":[157],"if":[158],"sections":[161],"received":[166],"with":[167,226],"high":[168,227],"quality,":[169],"QoE":[172,242],"increases.":[173],"has":[176],"two":[177],"modules,":[178],"viz.,":[179],"tiny":[181],"neural":[182,210],"network":[183,211],"(having":[184],"small":[186,197],"hidden":[189,215],"layers)":[190,216],"at":[191,201,217],"source,":[193],"incurs":[195],"computational":[198],"resource,":[199],"albeit":[200],"cost":[203],"low":[205],"accuracy;":[206],"deep":[209],"(DNN)":[212],"(with":[213],"many":[214],"destination":[219],"capable":[222],"determining":[224],"accuracy.":[228],"We":[229],"show":[230],"there":[232],"exists":[233],"frames":[238],"provides":[240],"able":[245],"required":[249],"transmitter":[254],"compared":[255],"when":[257],"awareness":[259],"not":[261],"used.":[262]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
