{"id":"https://openalex.org/W7141337799","doi":"https://doi.org/10.1109/icce67443.2026.11449633","title":"An Intelligent RL-Enable Energy Aware Routing for Wireless Sensor Networks","display_name":"An Intelligent RL-Enable Energy Aware Routing for Wireless Sensor Networks","publication_year":2026,"publication_date":"2026-02-03","ids":{"openalex":"https://openalex.org/W7141337799","doi":"https://doi.org/10.1109/icce67443.2026.11449633"},"language":null,"primary_location":{"id":"doi:10.1109/icce67443.2026.11449633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce67443.2026.11449633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-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/A5061399574","display_name":"Sunandita Debnath","orcid":"https://orcid.org/0000-0001-9968-1288"},"institutions":[{"id":"https://openalex.org/I4210100893","display_name":"Indian Institute of Information Technology Vadodara","ror":"https://ror.org/0163rt176","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210100893"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sunandita Debnath","raw_affiliation_strings":["IIIT Vadodara,Dept. of ECE,Gandhinagar,Gujarat"],"affiliations":[{"raw_affiliation_string":"IIIT Vadodara,Dept. of ECE,Gandhinagar,Gujarat","institution_ids":["https://openalex.org/I4210100893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130813298","display_name":"Kumar Vishant","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100893","display_name":"Indian Institute of Information Technology Vadodara","ror":"https://ror.org/0163rt176","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210100893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kumar Vishant","raw_affiliation_strings":["IIIT Vadodara,Dept. of IT,Gandhinagar,Gujarat"],"affiliations":[{"raw_affiliation_string":"IIIT Vadodara,Dept. of IT,Gandhinagar,Gujarat","institution_ids":["https://openalex.org/I4210100893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100763871","display_name":"Shashank Shekhar","orcid":"https://orcid.org/0000-0001-5216-7310"},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashank Shekhar","raw_affiliation_strings":["PSG iTech,Dept. of ECE,Neelambur,Tamil Nadu"],"affiliations":[{"raw_affiliation_string":"PSG iTech,Dept. of ECE,Neelambur,Tamil Nadu","institution_ids":["https://openalex.org/I4210109528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061399574"],"corresponding_institution_ids":["https://openalex.org/I4210100893"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93878061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8680999875068665,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8680999875068665,"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.01269999984651804,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.006899999920278788,"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7017999887466431},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.43369999527931213},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.43149998784065247},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.40779998898506165},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.3422999978065491},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.29179999232292175}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7017999887466431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6018999814987183},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5504999756813049},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.43369999527931213},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.43149998784065247},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.3422999978065491},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.29179999232292175},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.2858999967575073},{"id":"https://openalex.org/C176563091","wikidata":"https://www.wikidata.org/wiki/Q669238","display_name":"Intelligent sensor","level":3,"score":0.2858000099658966},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.2770000100135803},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.2768000066280365},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2621999979019165},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce67443.2026.11449633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce67443.2026.11449633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8824144601821899,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1525019474","https://openalex.org/W2092279474","https://openalex.org/W2106335692","https://openalex.org/W2131791946","https://openalex.org/W2145339207","https://openalex.org/W2542764750","https://openalex.org/W2702883767","https://openalex.org/W3134009514","https://openalex.org/W3153839194","https://openalex.org/W4390691512","https://openalex.org/W4402892485","https://openalex.org/W4404969222"],"related_works":[],"abstract_inverted_index":{"Wireless":[0],"sensor":[1],"networks":[2],"face":[3],"significant":[4],"challenges":[5],"due":[6],"to":[7,24,45,71,99,115,123,127,132,160,173],"limited":[8],"battery":[9],"power,":[10],"which":[11],"restricts":[12],"network":[13,32,73,77,84,98,147,176],"lifetime.":[14,177],"Traditional":[15],"protocols":[16],"such":[17,36],"as":[18,37,65],"LEACH":[19,139],"and":[20,90,129,149,170],"PEGASIS":[21,150],"extend":[22],"lifetime":[23,74],"some":[25],"extent":[26],"but":[27],"lack":[28],"adaptability":[29],"under":[30],"dynamic":[31],"conditions.":[33],"Heuristic":[34],"methods":[35],"EER-RL":[38],"offer":[39],"improvements,":[40],"yet":[41],"they":[42],"still":[43],"strive":[44],"capture":[46],"optimal":[47],"long-term":[48],"strategies.":[49],"This":[50],"research":[51],"work":[52],"proposes":[53],"an":[54,56],"EER-DQN,":[55],"energy-efficient":[57],"routing":[58],"protocol":[59],"that":[60,106,163],"formulates":[61],"cluster":[62],"head":[63],"selection":[64],"a":[66,95,155],"deep":[67],"reinforcement":[68],"learning":[69],"problem":[70],"maximize":[72,174],"in":[75],"energy-constrained":[76],"environments.":[78],"The":[79],"DQN":[80,165],"model":[81],"uses":[82],"real-time":[83],"states":[85],"(energy,":[86],"distance,":[87],"hop":[88],"count)":[89],"employs":[91],"experience":[92],"replay":[93],"with":[94],"fixed":[96],"target":[97],"ensure":[100],"stable":[101],"learning.":[102],"Simulation":[103],"results":[104],"show":[105],"EER-DQN":[107,153],"significantly":[108],"outperforms":[109],"existing":[110],"protocols,":[111],"extending":[112],"the":[113,164],"time":[114],"first":[116],"node":[117],"failure":[118],"by":[119,135],"approximately":[120],"275%":[121],"compared":[122,126,131],"LEACH,":[124],"25%":[125],"PEGASIS,":[128],"15%":[130],"EER-RL.":[133],"Notably,":[134],"round":[136],"1000,":[137],"while":[138],"has":[140],"consumed":[141],"more":[142,167],"than":[143],"75%":[144],"of":[145],"total":[146],"energy":[148],"around":[151],"25%,":[152],"maintains":[154],"controlled":[156],"consumption":[157],"rate":[158],"comparable":[159],"EER-RL,":[161],"demonstrating":[162],"learns":[166],"effective":[168],"load-balancing":[169],"node-preservation":[171],"strategies":[172],"overall":[175]},"counts_by_year":[],"updated_date":"2026-03-29T06:01:01.467347","created_date":"2026-03-28T00:00:00"}
