{"id":"https://openalex.org/W2947013748","doi":"https://doi.org/10.1504/ijcnds.2019.10021600","title":"Intelligence in wireless network routing through reinforcement learning","display_name":"Intelligence in wireless network routing through reinforcement learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2947013748","doi":"https://doi.org/10.1504/ijcnds.2019.10021600","mag":"2947013748"},"language":"en","primary_location":{"id":"doi:10.1504/ijcnds.2019.10021600","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcnds.2019.10021600","pdf_url":null,"source":{"id":"https://openalex.org/S156554173","display_name":"International Journal of Communication Networks and Distributed Systems","issn_l":"1754-3916","issn":["1754-3916","1754-3924"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Communication Networks and Distributed Systems","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/A5113815718","display_name":"S. Simi","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Simi","raw_affiliation_strings":["Dept of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103213434","display_name":"Maneesha Vinodini Ramesh","orcid":"https://orcid.org/0000-0002-3584-7143"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Maneesha Vinodini Ramesh","raw_affiliation_strings":["Amrita Center for Wireless Networks and Applications (AmritaWNA), Amrita School of Engineering,Amrita Vishwa Vidyapeetham,Amritapuri,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Center for Wireless Networks and Applications (AmritaWNA), Amrita School of Engineering,Amrita Vishwa Vidyapeetham,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.467,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63742468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"23","issue":"2","first_page":"231","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.995199978351593,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.995199978351593,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.994700014591217,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9866999983787537,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.904280424118042},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7894995808601379},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5107932090759277},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5105606317520142},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5027387142181396},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4645957946777344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34537649154663086},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18144074082374573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.904280424118042},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7894995808601379},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5107932090759277},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5105606317520142},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5027387142181396},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4645957946777344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34537649154663086},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18144074082374573}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijcnds.2019.10021600","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcnds.2019.10021600","pdf_url":null,"source":{"id":"https://openalex.org/S156554173","display_name":"International Journal of Communication Networks and Distributed Systems","issn_l":"1754-3916","issn":["1754-3916","1754-3924"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Communication Networks and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4206669594","https://openalex.org/W2959276766","https://openalex.org/W4295941380","https://openalex.org/W260766989","https://openalex.org/W3139193008","https://openalex.org/W2130966263","https://openalex.org/W3111983280","https://openalex.org/W3164468573","https://openalex.org/W4385483253","https://openalex.org/W2963096305"],"abstract_inverted_index":{"One":[0],"of":[1,13,20,34,70,86,103,105],"the":[2,17,21,47,68,93,106,120],"critical":[3],"challenges":[4],"in":[5,24,49,61,77,133],"mobile":[6],"wireless":[7,25,78],"network":[8,50,79],"is":[9,112],"resource":[10],"optimised":[11],"routing":[12,35,62,99,110,135],"messages":[14],"without":[15],"compromising":[16],"performance":[18],"criteria":[19],"network.":[22],"Routing":[23],"networks":[26],"has":[27],"been":[28,38],"extensively":[29],"studied":[30],"and":[31,84,91,114,128],"a":[32],"variety":[33],"protocols":[36,42,111,117],"have":[37],"proposed.":[39],"But":[40],"these":[41,54,116],"experiences":[43],"problems":[44],"due":[45],"to":[46,74,97,119],"dynamism":[48],"topology.":[51],"To":[52],"address":[53],"problems,":[55],"reinforcement":[56,71,88,108],"learning":[57,72,89,121],"approaches":[58],"are":[59],"integrated":[60],"solutions.":[63,100,136],"This":[64],"review":[65],"focuses":[66],"on":[67],"impact":[69],"algorithms":[73],"achieve":[75],"intelligence":[76],"routing.":[80],"We":[81,123],"provide":[82,125],"contexts":[83],"benefits":[85],"applying":[87],"paradigm":[90],"discuss":[92],"major":[94],"techniques":[95],"applied":[96],"optimise":[98],"A":[101],"survey":[102],"state":[104],"art":[107],"learning-based":[109],"presented":[113],"categorised":[115],"according":[118],"strategies.":[122],"also":[124],"open":[126],"issues":[127],"suggestions":[129],"for":[130],"future":[131],"research":[132],"improving":[134]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}