{"id":"https://openalex.org/W2063935072","doi":"https://doi.org/10.1109/tnet.2012.2230642","title":"Maximum Achievable Throughput in a Wireless Sensor Network Using In-Network Computation for Statistical Functions","display_name":"Maximum Achievable Throughput in a Wireless Sensor Network Using In-Network Computation for Statistical Functions","publication_year":2012,"publication_date":"2012-12-20","ids":{"openalex":"https://openalex.org/W2063935072","doi":"https://doi.org/10.1109/tnet.2012.2230642","mag":"2063935072"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2012.2230642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2012.2230642","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","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/A5030492898","display_name":"Rajasekhar Sappidi","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rajasekhar Sappidi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ONT, Canada","[Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"[Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada]","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024304691","display_name":"A. Girard","orcid":"https://orcid.org/0000-0003-4540-9793"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andre Girard","raw_affiliation_strings":["INRS-EMT, Montreal, QUE, Canada","INRS-EMT, Montr\u00e9al, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRS-EMT, Montreal, QUE, Canada","institution_ids":["https://openalex.org/I39481719"]},{"raw_affiliation_string":"INRS-EMT, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032643029","display_name":"Catherine Rosenberg","orcid":"https://orcid.org/0000-0002-1915-243X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Catherine Rosenberg","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ONT, Canada","[Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"[Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada]","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1784,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88282026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"21","issue":"5","first_page":"1581","last_page":"1594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":1.0,"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":1.0,"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":0.9997000098228455,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9975000023841858,"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":0.7417339086532593},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7009683847427368},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.6307673454284668},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5418683886528015},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4941556751728058},{"id":"https://openalex.org/keywords/flow-network","display_name":"Flow network","score":0.4709677994251251},{"id":"https://openalex.org/keywords/network-model","display_name":"Network model","score":0.45365893840789795},{"id":"https://openalex.org/keywords/maximum-flow-problem","display_name":"Maximum flow problem","score":0.4505099952220917},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.44415247440338135},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.43313902616500854},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3623462915420532},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3088225722312927},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.29949381947517395},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28053146600723267},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21450769901275635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14856299757957458},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11785787343978882}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7417339086532593},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7009683847427368},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.6307673454284668},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5418683886528015},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4941556751728058},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.4709677994251251},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.45365893840789795},{"id":"https://openalex.org/C157469704","wikidata":"https://www.wikidata.org/wiki/Q2585642","display_name":"Maximum flow problem","level":2,"score":0.4505099952220917},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.44415247440338135},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.43313902616500854},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3623462915420532},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3088225722312927},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.29949381947517395},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28053146600723267},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21450769901275635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14856299757957458},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11785787343978882},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnet.2012.2230642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2012.2230642","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.686.2451","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.686.2451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ece.uwaterloo.ca/%7Ecath/wsnag.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/W1498690688","https://openalex.org/W1606343334","https://openalex.org/W1980952440","https://openalex.org/W2005106908","https://openalex.org/W2006452895","https://openalex.org/W2020944405","https://openalex.org/W2021136283","https://openalex.org/W2028298240","https://openalex.org/W2035038579","https://openalex.org/W2043374590","https://openalex.org/W2045724193","https://openalex.org/W2064421217","https://openalex.org/W2078381259","https://openalex.org/W2088087163","https://openalex.org/W2105177639","https://openalex.org/W2107364542","https://openalex.org/W2113796768","https://openalex.org/W2114477045","https://openalex.org/W2118837568","https://openalex.org/W2123976939","https://openalex.org/W2125202270","https://openalex.org/W2137775453","https://openalex.org/W2140297044","https://openalex.org/W2144760239","https://openalex.org/W2152556909","https://openalex.org/W2157338470","https://openalex.org/W2158190269","https://openalex.org/W2170447857","https://openalex.org/W2435603672","https://openalex.org/W4243641201","https://openalex.org/W6629587625","https://openalex.org/W6651383123","https://openalex.org/W6681804094"],"related_works":["https://openalex.org/W2375873432","https://openalex.org/W4206915070","https://openalex.org/W2531764854","https://openalex.org/W3161514703","https://openalex.org/W2141299097","https://openalex.org/W1851375266","https://openalex.org/W2610002854","https://openalex.org/W3141113327","https://openalex.org/W4206407367","https://openalex.org/W3035974271"],"abstract_inverted_index":{"Many":[0],"applications":[1],"require":[2],"the":[3,10,14,20,23,25,30,37,59,68,77,82,88,92,99,102,106,151,166,177,196,201,204,216,221,229],"sink":[4,78],"to":[5,22,34,159,195,203,212,215,228],"compute":[6],"a":[7,73,147,161,187,193],"function":[8],"of":[9,17,39,49,72,87,101,105,168],"data":[11,21,31],"collected":[12,89],"by":[13,191],"sensors.":[15],"Instead":[16,48],"sending":[18],"all":[19],"sink,":[24],"intermediate":[26],"nodes":[27],"could":[28],"process":[29],"they":[32,125],"receive":[33],"significantly":[35],"reduce":[36],"volume":[38],"traffic":[40],"transmitted:":[41],"this":[42],"is":[43,58,79,96,120,137,143,224],"known":[44],"as":[45,57,98],"in-network":[46,122,141,169],"computation.":[47,170],"focusing":[50],"on":[51,176,200,238],"asymptotic":[52],"results":[53],"for":[54,129,150],"large":[55,131],"networks":[56,117],"current":[60],"practice,":[61],"we":[62,185],"are":[63,126],"interested":[64,80],"in":[65,81,114],"explicitly":[66],"computing":[67,192],"maximum":[69,178],"achievable":[70,179],"throughput":[71],"given":[74],"network":[75,153],"when":[76,118,140],"first":[83],"M":[84],"statistical":[85,94],"moments":[86],"data.":[90,107],"Here,":[91],"kth":[93,103],"moment":[95],"defined":[97],"expectation":[100],"power":[104],"Flow":[108],"models":[109,136],"have":[110],"been":[111],"routinely":[112],"used":[113],"multihop":[115],"wireless":[116],"there":[119],"no":[121],"computation,":[123],"and":[124,155],"typically":[127],"tractable":[128],"relatively":[130],"networks.":[132,240],"However,":[133],"deriving":[134],"such":[135],"not":[138],"obvious":[139],"computation":[142],"allowed.":[144],"We":[145,232],"develop":[146],"discrete-time":[148,197,230],"model":[149,163,198,223],"real-time":[152],"operation":[154],"perform":[156],"two":[157],"transformations":[158],"obtain":[160],"flow":[162,205,222],"that":[164,220],"keeps":[165],"essence":[167],"This":[171,207],"gives":[172],"an":[173,225],"upper":[174,217],"bound":[175,190,209],"throughput.":[180],"To":[181],"show":[182],"its":[183],"tightness,":[184],"derive":[186],"numerical":[188],"lower":[189,208],"solution":[194,202],"based":[199],"model.":[206,231],"turns":[210],"out":[211],"be":[213],"close":[214],"bound,":[218],"proving":[219],"excellent":[226],"approximation":[227],"then":[233],"provide":[234],"several":[235],"engineering":[236],"insights":[237],"these":[239]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}