{"id":"https://openalex.org/W4206744921","doi":"https://doi.org/10.1109/ipccc51483.2021.9679398","title":"Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems","display_name":"Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems","publication_year":2021,"publication_date":"2021-10-29","ids":{"openalex":"https://openalex.org/W4206744921","doi":"https://doi.org/10.1109/ipccc51483.2021.9679398"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc51483.2021.9679398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc51483.2021.9679398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.01609","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101718798","display_name":"Trung Th\u00e0nh Nguy\u1ec5n","orcid":"https://orcid.org/0000-0001-8976-2922"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]},{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["JP","VN"],"is_corresponding":false,"raw_author_name":"Trung Thanh Nguyen","raw_affiliation_strings":["Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","The National Institute of Advanced Industrial Science and Technology (AIST),Japan","School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"The National Institute of Advanced Industrial Science and Technology (AIST),Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081826794","display_name":"Truong Thao Nguyen","orcid":"https://orcid.org/0000-0003-3641-374X"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]},{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["JP","VN"],"is_corresponding":false,"raw_author_name":"Truong Thao Nguyen","raw_affiliation_strings":["Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","The National Institute of Advanced Industrial Science and Technology (AIST),Japan","The National Institute of Advanced Industrial Science and Technology (AIST), Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"The National Institute of Advanced Industrial Science and Technology (AIST),Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"The National Institute of Advanced Industrial Science and Technology (AIST), Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103997903","display_name":"Tuan Anh Nguyen Dinh","orcid":null},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tuan Anh Nguyen Dinh","raw_affiliation_strings":["Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077593563","display_name":"Thanh-Hung Nguyen","orcid":"https://orcid.org/0000-0001-6290-2841"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]},{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["JP","VN"],"is_corresponding":false,"raw_author_name":"Thanh-Hung Nguyen","raw_affiliation_strings":["Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","The National Institute of Advanced Industrial Science and Technology (AIST),Japan","School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"The National Institute of Advanced Industrial Science and Technology (AIST),Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058485829","display_name":"Phi Le Nguyen","orcid":"https://orcid.org/0000-0001-6547-7641"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Phi Le Nguyen","raw_affiliation_strings":["Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Science and Technology,School of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Information and Communication Technology, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]}],"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":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9986000061035156,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9986000061035156,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9969000220298767,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7934327125549316},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.7468680739402771},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6545450091362},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.596167266368866},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5861752033233643},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5677231550216675},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.5578373074531555},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.5431396961212158},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5372315645217896},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.5209866166114807},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4918975830078125},{"id":"https://openalex.org/keywords/real-time-communication","display_name":"Real-time communication","score":0.41080614924430847},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3429127037525177},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.3427000045776367},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1511903703212738},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12436816096305847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7934327125549316},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7468680739402771},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6545450091362},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.596167266368866},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5861752033233643},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5677231550216675},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.5578373074531555},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.5431396961212158},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5372315645217896},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.5209866166114807},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4918975830078125},{"id":"https://openalex.org/C2780626145","wikidata":"https://www.wikidata.org/wiki/Q63178895","display_name":"Real-time communication","level":2,"score":0.41080614924430847},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3429127037525177},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.3427000045776367},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1511903703212738},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12436816096305847},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ipccc51483.2021.9679398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc51483.2021.9679398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2405.01609","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.01609","pdf_url":"https://arxiv.org/pdf/2405.01609","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2405.01609","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.01609","pdf_url":"https://arxiv.org/pdf/2405.01609","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G37617925","display_name":"C\u00e1c t\u00ednh to\u00e1n t\u1ed5 h\u1ee3p v\u00e0 \u1ee9ng d\u1ee5ng thu\u1eadt to\u00e1n tr\u00ean m\u1ed9t s\u1ed1 c\u1ea5u tr\u00fac r\u1eddi r\u1ea1c","funder_award_id":"102.01-2020.23","funder_id":"https://openalex.org/F4320309617","funder_display_name":"National Foundation for Science and Technology Development"}],"funders":[{"id":"https://openalex.org/F4320309617","display_name":"National Foundation for Science and Technology Development","ror":"https://ror.org/04rw64z44"},{"id":"https://openalex.org/F4320314235","display_name":"TED","ror":null},{"id":"https://openalex.org/F4320338246","display_name":"ACT-X","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206744921.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W2122042924","https://openalex.org/W2511425482","https://openalex.org/W2809870411","https://openalex.org/W2902352244","https://openalex.org/W2904755788","https://openalex.org/W2914006436","https://openalex.org/W2918379587","https://openalex.org/W2920814730","https://openalex.org/W2954039338","https://openalex.org/W2984631333","https://openalex.org/W3003986857","https://openalex.org/W3025703669","https://openalex.org/W3132239174"],"related_works":["https://openalex.org/W3009067413","https://openalex.org/W2170939602","https://openalex.org/W1729918523","https://openalex.org/W2119572658","https://openalex.org/W2538446308","https://openalex.org/W2059994477","https://openalex.org/W2140892693","https://openalex.org/W2163245470","https://openalex.org/W2149692385","https://openalex.org/W2102400119"],"abstract_inverted_index":{"We":[0,18,59,88],"focus":[1],"on":[2,10,13],"real-time":[3],"air":[4,35],"quality":[5,36],"monitoring":[6],"systems":[7],"that":[8,93,104],"rely":[9],"devices":[11,26,48],"installed":[12],"automobiles":[14],"in":[15,24],"this":[16],"research.":[17],"investigate":[19],"an":[20,90],"opportunistic":[21],"communication":[22,41,116],"model":[23],"which":[25],"can":[27],"send":[28],"the":[29,34,50,57,70,76,86,98,114,120,127],"measured":[30],"data":[31,67,71,83],"directly":[32],"to":[33,46,61,84,96],"server":[37],"through":[38],"a":[39],"4G":[40,63,115],"channel":[42],"or":[43,49],"via":[44],"Wi-Fi":[45],"adjacent":[47],"so-called":[51],"Road":[52],"Side":[53],"Units":[54],"deployed":[55],"along":[56],"road.":[58],"aim":[60],"reduce":[62],"costs":[64],"while":[65,118],"assuring":[66],"latency,":[68],"where":[69],"latency":[72,121],"is":[73],"defined":[74],"as":[75],"amount":[77],"of":[78,113,122],"time":[79],"it":[80],"takes":[81],"for":[82],"reach":[85],"server.":[87],"propose":[89],"offloading":[91,106],"scheme":[92],"leverages":[94],"Q-learning":[95],"accomplish":[97],"purpose.":[99],"The":[100],"experiment":[101],"results":[102],"show":[103],"our":[105],"method":[107],"significantly":[108],"cuts":[109],"down":[110],"around":[111],"40-50%":[112],"cost":[117],"keeping":[119],"99.5%":[123],"packets":[124],"smaller":[125],"than":[126],"required":[128],"threshold.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2022-01-26T00:00:00"}
