{"id":"https://openalex.org/W2031827802","doi":"https://doi.org/10.1109/ccnc.2012.6180996","title":"A Min-Max multi-commodity flow model for wireless body area networks routing","display_name":"A Min-Max multi-commodity flow model for wireless body area networks routing","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2031827802","doi":"https://doi.org/10.1109/ccnc.2012.6180996","mag":"2031827802"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc.2012.6180996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2012.6180996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Consumer Communications and Networking Conference (CCNC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5000563829","display_name":"Hassine Moungla","orcid":"https://orcid.org/0000-0002-0325-6680"},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4403386760","display_name":"Laboratoire Informatique Paris Descartes","ror":"https://ror.org/04s80ef73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I204730241","https://openalex.org/I4403386760"]},{"id":"https://openalex.org/I56435720","display_name":"Universit\u00e9 Paris Dauphine-PSL","ror":"https://ror.org/052bz7812","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580","https://openalex.org/I56435720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hassine Moungla","raw_affiliation_strings":["LIPADE, Paris Dauphine University, Paris, France","LIPADE, Paris Descartes University, 45 rue des saints p\u00e8res, 75006, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIPADE, Paris Dauphine University, Paris, France","institution_ids":["https://openalex.org/I4403386760","https://openalex.org/I56435720"]},{"raw_affiliation_string":"LIPADE, Paris Descartes University, 45 rue des saints p\u00e8res, 75006, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241","https://openalex.org/I4403386760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018929018","display_name":"Nora Touati","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nora Touati","raw_affiliation_strings":["LIX, \u00c9cole Polytechnique, Palaiseau, France","LIX, \u00c9cole Polytechnique, 91128, Palaiseau Cedex, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIX, \u00c9cole Polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I4210139461"]},{"raw_affiliation_string":"LIX, \u00c9cole Polytechnique, 91128, Palaiseau Cedex, France#TAB#","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015086369","display_name":"Osman Salem","orcid":"https://orcid.org/0000-0003-2076-9733"},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4403386760","display_name":"Laboratoire Informatique Paris Descartes","ror":"https://ror.org/04s80ef73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I204730241","https://openalex.org/I4403386760"]},{"id":"https://openalex.org/I56435720","display_name":"Universit\u00e9 Paris Dauphine-PSL","ror":"https://ror.org/052bz7812","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580","https://openalex.org/I56435720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Osman Salem","raw_affiliation_strings":["LIPADE, Paris Dauphine University, Paris, France","LIPADE, Paris Descartes University, 45 rue des saints p\u00e8res, 75006, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIPADE, Paris Dauphine University, Paris, France","institution_ids":["https://openalex.org/I4403386760","https://openalex.org/I56435720"]},{"raw_affiliation_string":"LIPADE, Paris Descartes University, 45 rue des saints p\u00e8res, 75006, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241","https://openalex.org/I4403386760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001459078","display_name":"Ahmed Mehaoua","orcid":"https://orcid.org/0000-0002-4631-6962"},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4403386760","display_name":"Laboratoire Informatique Paris Descartes","ror":"https://ror.org/04s80ef73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I204730241","https://openalex.org/I4403386760"]},{"id":"https://openalex.org/I56435720","display_name":"Universit\u00e9 Paris Dauphine-PSL","ror":"https://ror.org/052bz7812","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580","https://openalex.org/I56435720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmed Mehaoua","raw_affiliation_strings":["LIPADE, Paris Dauphine University, Paris, France","LIPADE, Paris Descartes University, 45 rue des saints p\u00e8res, 75006, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIPADE, Paris Dauphine University, Paris, France","institution_ids":["https://openalex.org/I4403386760","https://openalex.org/I56435720"]},{"raw_affiliation_string":"LIPADE, Paris Descartes University, 45 rue des saints p\u00e8res, 75006, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241","https://openalex.org/I4403386760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1318,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75459961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"424","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9997000098228455,"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":0.9997000098228455,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9959999918937683,"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7578006982803345},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6196340322494507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5896575450897217},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5558988451957703},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5334985852241516},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5039541125297546},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.5009157657623291},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4782120883464813},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.39585787057876587},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35461992025375366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23478713631629944},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1957186758518219},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18285831809043884}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7578006982803345},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6196340322494507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5896575450897217},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5558988451957703},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5334985852241516},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5039541125297546},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.5009157657623291},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4782120883464813},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.39585787057876587},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35461992025375366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23478713631629944},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1957186758518219},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18285831809043884},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccnc.2012.6180996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2012.6180996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Consumer Communications and Networking Conference (CCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.713.2012","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.713.2012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mi.parisdescartes.fr/%7Eosalem/Papers/pdf/CCNC2012.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1523228572","https://openalex.org/W1524804355","https://openalex.org/W1595498733","https://openalex.org/W1804891470","https://openalex.org/W1964166152","https://openalex.org/W2007061859","https://openalex.org/W2019364177","https://openalex.org/W2063317370","https://openalex.org/W2076406793","https://openalex.org/W2097288097","https://openalex.org/W2108777122","https://openalex.org/W2171830873","https://openalex.org/W2266046735","https://openalex.org/W4241273042"],"related_works":["https://openalex.org/W1975451135","https://openalex.org/W917005982","https://openalex.org/W2148549110","https://openalex.org/W2295628284","https://openalex.org/W2890570089","https://openalex.org/W3095958166","https://openalex.org/W2129477171","https://openalex.org/W3148968234","https://openalex.org/W2593729912","https://openalex.org/W2012250365"],"abstract_inverted_index":{"The":[0,23,188],"increasing":[1],"use":[2,167],"of":[3,10,17,26,33,49,66,70,127,168,180,201,221,245],"wireless":[4,24,117,182],"networks":[5,56,76,119],"and":[6,29,39,46,61,80,102,213,216,248],"the":[7,15,27,30,47,64,67,110,128,134,171,177,181,185,204,208,217,223,239,242,250],"constant":[8],"miniaturization":[9],"electrical":[11],"devices":[12],"has":[13,130],"empowered":[14],"development":[16],"Wireless":[18],"Body":[19],"Sensor":[20],"Networks":[21],"(WBSNs).":[22],"nature":[25],"network":[28,251],"wide":[31],"variety":[32],"sensors":[34,169],"offer":[35],"numerous":[36],"new,":[37],"practical":[38],"innovative":[40],"applications":[41],"to":[42,94,97,103,133,158,193,203,231],"improve":[43],"health":[44,100],"care":[45],"Quality":[48],"Life.":[50],"WBSNs":[51,77,155],"like":[52],"any":[53],"other":[54],"sensor":[55,75,118,160],"suffer":[57],"limited":[58],"energy":[59,65,115,135,138,209,220,243],"resources":[60],"hence":[62],"preserving":[63,114],"nodes":[68,246],"is":[69,92,140,191,229],"great":[71],"importance.":[72],"Unlike":[73],"typical":[74],"have":[78],"few":[79],"dissimilar":[81],"sensors.":[82],"In":[83,144],"addition,":[84],"an":[85,141,165],"extremely":[86],"low":[87],"transmit":[88],"power":[89],"per":[90],"node":[91,161],"needed":[93],"minimize":[95],"interference":[96],"cope":[98],"with":[99],"concerns":[101],"avoid":[104],"tissue":[105],"heating":[106],"which":[107,156],"means":[108],"that":[109,238],"existing":[111],"solution":[112],"for":[113,154,211],"in":[116,124],"might":[120],"not":[121],"be":[122],"efficient":[123],"WBSNs.":[125],"Most":[126],"attention":[129],"been":[131],"given":[132],"routing":[136,172],"where":[137],"awareness":[139],"essential":[142],"consideration.":[143],"this":[145],"paper,":[146],"we":[147],"propose":[148],"a":[149,194,199],"Min-Max":[150,189],"multi-commodity":[151],"flow":[152],"model":[153,228],"allows":[157],"prevent":[159],"saturation,":[162],"by":[163,197],"imposing":[164],"equilibrium":[166],"during":[170],"process":[173],"taking":[174],"into":[175],"account":[176],"specific":[178],"characteristics":[179],"environment":[183],"on":[184,207],"human":[186],"body.":[187],"objective":[190,196],"transformed":[192],"Min":[195],"adding":[198],"set":[200],"constraints":[202],"model.":[205],"Based":[206],"consumption":[210,244],"sending":[212],"receiving":[214],"data":[215],"available":[218],"residual":[219],"nodes,":[222],"max-min":[224],"based":[225],"mathematical":[226],"programming":[227],"designed":[230],"find":[232],"optimal":[233],"routing.":[234],"Simulation":[235],"results":[236],"show":[237],"algorithm":[240],"balances":[241],"effectively":[247],"maximize":[249],"lifetime.":[252]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}