{"id":"https://openalex.org/W2888837084","doi":"https://doi.org/10.1109/wowmom.2018.8449814","title":"On the Impact of Local Computation Over Routing Performance in Green Wireless Networks","display_name":"On the Impact of Local Computation Over Routing Performance in Green Wireless Networks","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2888837084","doi":"https://doi.org/10.1109/wowmom.2018.8449814","mag":"2888837084"},"language":"en","primary_location":{"id":"doi:10.1109/wowmom.2018.8449814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wowmom.2018.8449814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 19th International Symposium on \"A World of Wireless, Mobile and Multimedia Networks\" (WoWMoM)","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/A5055039589","display_name":"Stefano Basagni","orcid":"https://orcid.org/0000-0003-2667-1008"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefano Basagni","raw_affiliation_strings":["ECE Dept., Northeastern University, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Dept., Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071753254","display_name":"Valerio DiValerio","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerio DiValerio","raw_affiliation_strings":["ECE Dept., Northeastern University, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Dept., Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030301150","display_name":"Georgia Koutsandria","orcid":"https://orcid.org/0000-0002-2136-6998"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Georgia Koutsandria","raw_affiliation_strings":["ECE Dept., Northeastern University, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Dept., Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006971837","display_name":"Chiara Petrioli","orcid":"https://orcid.org/0000-0002-3240-5075"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chiara Petrioli","raw_affiliation_strings":["ECE Dept., Northeastern University, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Dept., Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.1262,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.47006234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998999834060669,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9991000294685364,"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/markov-decision-process","display_name":"Markov decision process","score":0.8169397115707397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7945132851600647},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6348971128463745},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5896912217140198},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5865371823310852},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5699328184127808},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4865959882736206},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48434221744537354},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.46804380416870117},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4544333815574646},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.44924232363700867},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.44636815786361694},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.44312146306037903},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4352438747882843},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4174187481403351},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4117288589477539},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09960702061653137},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09652042388916016},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08653506636619568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06530025601387024}],"concepts":[{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.8169397115707397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7945132851600647},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6348971128463745},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5896912217140198},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5865371823310852},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5699328184127808},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4865959882736206},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48434221744537354},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.46804380416870117},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4544333815574646},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.44924232363700867},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.44636815786361694},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.44312146306037903},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4352438747882843},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4174187481403351},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4117288589477539},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09960702061653137},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09652042388916016},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08653506636619568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06530025601387024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wowmom.2018.8449814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wowmom.2018.8449814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 19th International Symposium on \"A World of Wireless, Mobile and Multimedia Networks\" (WoWMoM)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1173859","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/1173859","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1494913995","https://openalex.org/W1747736186","https://openalex.org/W1956043843","https://openalex.org/W2004236210","https://openalex.org/W2037837081","https://openalex.org/W2062502160","https://openalex.org/W2068516265","https://openalex.org/W2099146805","https://openalex.org/W2119567691","https://openalex.org/W2123641768","https://openalex.org/W2128569883","https://openalex.org/W2139325979","https://openalex.org/W2156626839","https://openalex.org/W2561007553","https://openalex.org/W2768826231","https://openalex.org/W3100857292","https://openalex.org/W4298023569","https://openalex.org/W6637826345"],"related_works":["https://openalex.org/W4213214852","https://openalex.org/W2512014291","https://openalex.org/W2556090351","https://openalex.org/W1589140671","https://openalex.org/W2465145931","https://openalex.org/W2120406836","https://openalex.org/W2315999538","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"Superior":[0],"performance":[1,37,116,144],"in":[2,87],"wireless":[3,73,103],"sensor":[4],"networks":[5],"is":[6],"obtained":[7],"by":[8,96,102],"taking":[9],"key":[10,70,181],"protocol":[11,36,121],"decisions":[12,58],"based":[13,59],"on":[14,23,35,60,180],"the":[15,33,91,115,119,131,143,146,154,159,194,200],"outcome":[16],"of":[17,28,38,42,72,118,145,153,197,204],"local":[18,39],"learning-based":[19,120],"computations,":[20],"informing":[21],"nodes":[22],"past":[24],"and":[25,56,80,187],"expected":[26],"availability":[27],"resources.":[29],"This":[30],"paper":[31],"investigates":[32],"impact":[34],"computational":[40,139,170,207],"requirements":[41],"learning":[43],"techniques.":[44],"We":[45,84,141],"consider":[46],"a":[47,61,125],"recent":[48],"routing":[49],"solution,":[50],"named":[51],"WHARP,":[52],"which":[53],"makes":[54],"decentralized":[55],"proactive":[57],"Markov":[62],"Decision":[63],"Process":[64],"(MDP)":[65],"that":[66,86,100,128,152,157,176],"takes":[67],"into":[68],"account":[69],"parameters":[71],"green":[74],"networks,":[75],"including":[76],"energy":[77,94,171,185,202],"harvesting":[78],"capabilities,":[79],"wakeup":[81],"radio":[82],"technology.":[83],"show":[85,175],"these":[88],"scenarios":[89],"solving":[90],"MDP":[92,132],"incurs":[93],"expenditures":[95],"far":[97],"superior":[98],"to":[99,113,151],"required":[101],"communication,":[104],"even":[105],"at":[106],"very":[107],"high":[108],"data":[109],"traffic.":[110],"In":[111],"order":[112],"maintain":[114],"advantages":[117],"machinery,":[122],"we":[123],"propose":[124],"heuristic":[126],"solution":[127],"closely":[129],"approximates":[130],"trading":[133],"off":[134],"optimality":[135,196],"for":[136,193],"considerably":[137],"lighter":[138,206],"requirements.":[140,208],"compare":[142],"heuristic-based":[147],"WHARP":[148,156],"(called":[149],"W-HEU)":[150],"MDP-based":[155],"uses":[158],"standard":[160],"Backward":[161],"Value":[162],"Iteration":[163],"(W-BVI)":[164],"through":[165,199],"GreenCastalia-based":[166],"simulations":[167],"with":[168],"real":[169],"measurements.":[172],"Our":[173],"results":[174],"W-HEU":[177],"outperforms":[178],"W-BVI":[179],"metrics":[182],"such":[183],"as":[184],"consumption":[186],"packet":[188],"delivery":[189],"ratio,":[190],"making":[191],"up":[192],"lost":[195],"BVI":[198],"remarkable":[201],"savings":[203],"its":[205]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
