{"id":"https://openalex.org/W2914257254","doi":"https://doi.org/10.1109/tii.2019.2895086","title":"Deep Learning Aided Grant-Free NOMA Toward Reliable Low-Latency Access in Tactile Internet of Things","display_name":"Deep Learning Aided Grant-Free NOMA Toward Reliable Low-Latency Access in Tactile Internet of Things","publication_year":2019,"publication_date":"2019-01-24","ids":{"openalex":"https://openalex.org/W2914257254","doi":"https://doi.org/10.1109/tii.2019.2895086","mag":"2914257254"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2895086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2895086","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5017996057","display_name":"Neng Ye","orcid":"https://orcid.org/0000-0002-6605-826X"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Neng Ye","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6605-826X","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771966","display_name":"Xiangming Li","orcid":"https://orcid.org/0000-0003-3128-6219"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangming Li","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3128-6219","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028172382","display_name":"Hanxiao Yu","orcid":"https://orcid.org/0000-0003-3399-8359"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanxiao Yu","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3399-8359","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449548","display_name":"Aihua Wang","orcid":"https://orcid.org/0000-0002-6304-5201"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aihua Wang","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100750055","display_name":"Wenjia Liu","orcid":"https://orcid.org/0000-0002-9678-5345"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenjia Liu","raw_affiliation_strings":["DOCOMO Beijing Communications Laboratories Co., Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9678-5345","affiliations":[{"raw_affiliation_string":"DOCOMO Beijing Communications Laboratories Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025035342","display_name":"Xiaolin Hou","orcid":"https://orcid.org/0000-0003-3082-5858"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaolin Hou","raw_affiliation_strings":["DOCOMO Beijing Communications Laboratories Co., Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DOCOMO Beijing Communications Laboratories Co., Ltd., Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.1429,"has_fulltext":false,"cited_by_count":144,"citation_normalized_percentile":{"value":0.99093009,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"15","issue":"5","first_page":"2995","last_page":"3005"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.8145656585693359},{"id":"https://openalex.org/keywords/noma","display_name":"Noma","score":0.7318245768547058},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6166144013404846},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5971934199333191},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5501101016998291},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.5282598733901978},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.47004643082618713},{"id":"https://openalex.org/keywords/random-access","display_name":"Random access","score":0.46903738379478455},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42661502957344055},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.42135441303253174},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4132840633392334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3549707233905792},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3392903804779053},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13845542073249817},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1284801959991455},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11232191324234009},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08142095804214478}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8145656585693359},{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.7318245768547058},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6166144013404846},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5971934199333191},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5501101016998291},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.5282598733901978},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47004643082618713},{"id":"https://openalex.org/C101722063","wikidata":"https://www.wikidata.org/wiki/Q218825","display_name":"Random access","level":2,"score":0.46903738379478455},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42661502957344055},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.42135441303253174},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4132840633392334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3549707233905792},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3392903804779053},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13845542073249817},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1284801959991455},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11232191324234009},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08142095804214478},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2019.2895086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2895086","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7694341422","display_name":"\u9762\u5411\u65e0\u6388\u6743\u4f20\u8f93\u7684\u975e\u6b63\u4ea4\u591a\u5740\u63a5\u5165\u6280\u672f\u7814\u7a76","funder_award_id":"61771051","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W2008104692","https://openalex.org/W2051457555","https://openalex.org/W2061174739","https://openalex.org/W2065423838","https://openalex.org/W2108301587","https://openalex.org/W2144256528","https://openalex.org/W2216406802","https://openalex.org/W2294511912","https://openalex.org/W2295285177","https://openalex.org/W2402312219","https://openalex.org/W2492495631","https://openalex.org/W2508031406","https://openalex.org/W2548516812","https://openalex.org/W2581377246","https://openalex.org/W2601871131","https://openalex.org/W2734408173","https://openalex.org/W2735475593","https://openalex.org/W2756263459","https://openalex.org/W2775400508","https://openalex.org/W2784180017","https://openalex.org/W2786350227","https://openalex.org/W2793487676","https://openalex.org/W2794723495","https://openalex.org/W2798503637","https://openalex.org/W2799130876","https://openalex.org/W2807813999","https://openalex.org/W2808769300","https://openalex.org/W2810441273","https://openalex.org/W2811040154","https://openalex.org/W2883871151","https://openalex.org/W2884012373","https://openalex.org/W2884558122","https://openalex.org/W2888563510","https://openalex.org/W2898694298","https://openalex.org/W2919115771","https://openalex.org/W2962917428","https://openalex.org/W2963889719","https://openalex.org/W3101921965","https://openalex.org/W3103060003","https://openalex.org/W4297798436","https://openalex.org/W4391602018","https://openalex.org/W6640963894","https://openalex.org/W6732696085","https://openalex.org/W6748213750"],"related_works":["https://openalex.org/W4288568340","https://openalex.org/W2785684830","https://openalex.org/W3134783606","https://openalex.org/W3205411230","https://openalex.org/W4286899009","https://openalex.org/W9168048","https://openalex.org/W4300849822","https://openalex.org/W4376480820","https://openalex.org/W3155891479","https://openalex.org/W2543813329"],"abstract_inverted_index":{"Tactile":[0],"Internet":[1],"of":[2,18,30,64,71,143],"Things":[3],"(IoT)":[4],"requires":[5],"ultraresponsive":[6],"and":[7,33,97],"ultrareliable":[8],"connections":[9],"for":[10],"massive":[11,40],"IoT":[12],"devices.":[13],"As":[14],"a":[15,56,86,106,111],"promising":[16],"enabler":[17],"tactile":[19,137],"IoT,":[20],"grant-free":[21,31,65],"nonorthogonal":[22,34],"multiple":[23],"access":[24,32],"(NOMA)":[25],"exploits":[26],"the":[27,46,62,69,81,116,132],"joint":[28],"benefit":[29],"transmissions":[35],"to":[36,60,68,76,105],"achieve":[37],"low":[38],"latency":[39],"access.":[41],"However,":[42],"it":[43],"suffers":[44],"from":[45],"reduced":[47],"reliability":[48,63,141],"caused":[49],"by":[50,79,148],"random":[51,94],"interference.":[52],"Hence,":[53],"we":[54,74],"formulate":[55],"variational":[57,83],"optimization":[58],"problem":[59],"improve":[61],"NOMA.":[66],"Due":[67],"intractability":[70],"this":[72],"problem,":[73],"resort":[75],"deep":[77,89],"learning":[78],"parameterizing":[80],"intractable":[82],"function":[84,109],"with":[85],"specially":[87],"designed":[88],"neural":[90],"network,":[91],"which":[92,130],"incorporates":[93],"user":[95,117],"activation":[96,118],"symbol":[98],"spreading.":[99],"The":[100,122,139],"network":[101],"is":[102,120,146],"trained":[103],"according":[104],"novel":[107],"multiloss":[108],"where":[110],"confidence":[112],"penalty":[113],"based":[114],"on":[115],"probability":[119],"considered.":[121],"spreading":[123],"signatures":[124],"are":[125],"automatically":[126],"generated":[127],"while":[128],"training,":[129],"matches":[131],"highly":[133],"automatic":[134],"applications":[135],"in":[136],"IoT.":[138],"significant":[140],"gain":[142],"our":[144],"scheme":[145],"validated":[147],"simulations.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":40},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":11}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
