{"id":"https://openalex.org/W1988845545","doi":"https://doi.org/10.1145/2479871.2479882","title":"Mean-field analysis of data flows in wireless sensor networks","display_name":"Mean-field analysis of data flows in wireless sensor networks","publication_year":2013,"publication_date":"2013-04-21","ids":{"openalex":"https://openalex.org/W1988845545","doi":"https://doi.org/10.1145/2479871.2479882","mag":"1988845545"},"language":"en","primary_location":{"id":"doi:10.1145/2479871.2479882","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2479871.2479882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering","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/A5071628511","display_name":"Marcel C. Guenther","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Marcel C. Guenther","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105870174","display_name":"Jeremy T. Bradley","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jeremy T. Bradley","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071628511"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":1.131,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80064836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9950000047683716,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9915000200271606,"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":0.7989559173583984},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7611469030380249},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6588257551193237},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6135249137878418},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5567667484283447},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5408928394317627},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5140808820724487},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4391654431819916},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43710607290267944},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36669251322746277}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7989559173583984},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7611469030380249},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6588257551193237},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6135249137878418},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5567667484283447},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5408928394317627},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5140808820724487},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4391654431819916},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43710607290267944},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36669251322746277},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2479871.2479882","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2479871.2479882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.650.9978","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.650.9978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dev.pubs.doc.ic.ac.uk/mean-field-wsn/mean-field-wsn.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1497193185","https://openalex.org/W1563797284","https://openalex.org/W1658370967","https://openalex.org/W1890769850","https://openalex.org/W1964878245","https://openalex.org/W2000358854","https://openalex.org/W2001618860","https://openalex.org/W2009271529","https://openalex.org/W2051121803","https://openalex.org/W2062502160","https://openalex.org/W2063394671","https://openalex.org/W2071747231","https://openalex.org/W2089581438","https://openalex.org/W2100228163","https://openalex.org/W2100617218","https://openalex.org/W2111390218","https://openalex.org/W2114058630","https://openalex.org/W2114617611","https://openalex.org/W2114936722","https://openalex.org/W2130590018","https://openalex.org/W2155418451","https://openalex.org/W2164012210","https://openalex.org/W2170022946","https://openalex.org/W2170239483","https://openalex.org/W2170774457","https://openalex.org/W2172143183","https://openalex.org/W2177804662","https://openalex.org/W2527832812","https://openalex.org/W2600020955","https://openalex.org/W3146296761","https://openalex.org/W4231458249","https://openalex.org/W4238784830","https://openalex.org/W6685390605"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W97075385","https://openalex.org/W2357523926"],"abstract_inverted_index":{"Wireless":[0],"Sensor":[1],"Networks":[2],"(WSNs)":[3],"are":[4,175],"often":[5],"used":[6,85,93],"for":[7,70,114,131,156,184],"environment":[8],"monitoring,":[9],"an":[10,181],"application":[11],"which":[12,120],"requires":[13],"reliable":[14],"routing":[15,118],"of":[16,55,63,102,146],"messages":[17],"from":[18],"source":[19],"to":[20,27,94,178],"sink":[21],"nodes":[22],"via":[23],"multi-hop":[24],"networks.":[25,74],"Prior":[26],"installing":[28],"such":[29,44],"WSNs,":[30,56],"engineers":[31],"commonly":[32],"analyse":[33],"the":[34,61,100,106,128,132,147],"network":[35],"using":[36],"discrete":[37],"event":[38],"simulation":[39],"(DES).":[40],"Whilst":[41],"sophisticated":[42],"simulators":[43],"as":[45],"Castalia":[46],"and":[47,162],"TOSSIM":[48],"take":[49],"into":[50],"account":[51],"many":[52],"low-level":[53,140],"features":[54],"their":[57],"biggest":[58],"drawback":[59],"is":[60],"lack":[62],"scalability.":[64],"This":[65],"inhibits":[66],"design-time":[67],"system":[68],"optimisation":[69],"large":[71],"or":[72],"complex":[73],"In":[75,150],"this":[76,96],"paper,":[77],"we":[78,109,121,152],"discuss":[79],"how":[80],"Population":[81],"CTMC":[82],"(PCTMC)":[83],"models,":[84],"in":[86,105,123],"conjunction":[87],"with":[88,138],"mean-field":[89,129],"analysis,":[90],"can":[91],"be":[92],"mitigate":[95],"problem.":[97],"To":[98],"illustrate":[99],"potential":[101],"PCTMC":[103,112,168],"models":[104],"WSN":[107],"domain,":[108],"present":[110],"a":[111,115,144],"model":[113,133,169],"failsafe,":[116],"dynamic":[117],"protocol,":[119],"implemented":[122],"Castalia.":[124],"We":[125],"show":[126],"that":[127],"solution":[130],"yields":[134],"good":[135,154,171],"qualitative":[136],"agreement":[137,155],"corresponding":[139],"simulations,":[141],"but":[142],"at":[143],"fraction":[145],"computational":[148],"cost.":[149],"particular":[151],"see":[153],"average":[157],"metrics":[158],"describing":[159],"buffer":[160],"occupancy":[161],"data":[163],"flow":[164],"behaviour.":[165],"Moreover,":[166],"our":[167],"produces":[170],"results":[172],"when":[173],"packets":[174],"lost":[176],"due":[177],"channel":[179],"interference,":[180],"important":[182],"consideration":[183],"WSNs.":[185]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}