{"id":"https://openalex.org/W2907707918","doi":"https://doi.org/10.1109/tnse.2018.2889454","title":"Communication Network Topology Inference via Transfer Entropy","display_name":"Communication Network Topology Inference via Transfer Entropy","publication_year":2019,"publication_date":"2019-01-03","ids":{"openalex":"https://openalex.org/W2907707918","doi":"https://doi.org/10.1109/tnse.2018.2889454","mag":"2907707918"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2018.2889454","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2018.2889454","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Transactions on Network Science and Engineering","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/A5028196076","display_name":"Pranay Sharma","orcid":"https://orcid.org/0000-0001-6366-4988"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pranay Sharma","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, USA"],"raw_orcid":"https://orcid.org/0000-0001-6366-4988","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, USA","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091062384","display_name":"Donald J. Bucci","orcid":"https://orcid.org/0000-0002-7500-5768"},"institutions":[{"id":"https://openalex.org/I1287521167","display_name":"Lockheed Martin (United States)","ror":"https://ror.org/026er9r08","country_code":"US","type":"company","lineage":["https://openalex.org/I1287521167"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald J. Bucci","raw_affiliation_strings":["Lockheed Martin Advanced Technology Labs, Cherry Hill, USA"],"raw_orcid":"https://orcid.org/0000-0002-7500-5768","affiliations":[{"raw_affiliation_string":"Lockheed Martin Advanced Technology Labs, Cherry Hill, USA","institution_ids":["https://openalex.org/I1287521167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086959874","display_name":"Swastik Brahma","orcid":"https://orcid.org/0000-0002-7235-7856"},"institutions":[{"id":"https://openalex.org/I75256744","display_name":"Tennessee State University","ror":"https://ror.org/01fpczx89","country_code":"US","type":"education","lineage":["https://openalex.org/I75256744"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Swastik K. Brahma","raw_affiliation_strings":["Department of Computer Science, Tennessee State University, Nashville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tennessee State University, Nashville, USA","institution_ids":["https://openalex.org/I75256744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018292481","display_name":"Pramod K. Varshney","orcid":"https://orcid.org/0000-0003-4504-5088"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod K. Varshney","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, USA"],"raw_orcid":"https://orcid.org/0000-0003-4504-5088","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8085,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.9082089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":"1","first_page":"562","last_page":"575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9958999752998352,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9958999752998352,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9922999739646912,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6519962549209595},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.630160927772522},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5178042650222778},{"id":"https://openalex.org/keywords/transfer-entropy","display_name":"Transfer entropy","score":0.46742862462997437},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4584408104419708},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.44235819578170776},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4387504458427429},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4154047966003418},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3291071951389313},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28398188948631287},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22631290555000305},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.18936485052108765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1591978669166565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6519962549209595},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.630160927772522},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5178042650222778},{"id":"https://openalex.org/C182049051","wikidata":"https://www.wikidata.org/wiki/Q17147155","display_name":"Transfer entropy","level":3,"score":0.46742862462997437},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4584408104419708},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.44235819578170776},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4387504458427429},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4154047966003418},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3291071951389313},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28398188948631287},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22631290555000305},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.18936485052108765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1591978669166565},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2018.2889454","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2018.2889454","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W205584776","https://openalex.org/W563793012","https://openalex.org/W1606939377","https://openalex.org/W1636081627","https://openalex.org/W1827461051","https://openalex.org/W1964769652","https://openalex.org/W1976397547","https://openalex.org/W1989893422","https://openalex.org/W1992393292","https://openalex.org/W1997976387","https://openalex.org/W2016918012","https://openalex.org/W2017000512","https://openalex.org/W2018305040","https://openalex.org/W2020245429","https://openalex.org/W2021149973","https://openalex.org/W2031094253","https://openalex.org/W2031175485","https://openalex.org/W2041782669","https://openalex.org/W2044079479","https://openalex.org/W2045509016","https://openalex.org/W2063032535","https://openalex.org/W2070922554","https://openalex.org/W2072267094","https://openalex.org/W2079656335","https://openalex.org/W2089361438","https://openalex.org/W2089497629","https://openalex.org/W2095787854","https://openalex.org/W2098865491","https://openalex.org/W2107182617","https://openalex.org/W2129159585","https://openalex.org/W2129983824","https://openalex.org/W2131729872","https://openalex.org/W2131913316","https://openalex.org/W2142635246","https://openalex.org/W2142858796","https://openalex.org/W2143891888","https://openalex.org/W2149166037","https://openalex.org/W2153575119","https://openalex.org/W2159402338","https://openalex.org/W2165074671","https://openalex.org/W2166158831","https://openalex.org/W2167409026","https://openalex.org/W2168175751","https://openalex.org/W2168614460","https://openalex.org/W2178225550","https://openalex.org/W2178827590","https://openalex.org/W2326655560","https://openalex.org/W2407722434","https://openalex.org/W2509039486","https://openalex.org/W2515690828","https://openalex.org/W2947626232","https://openalex.org/W2963581809","https://openalex.org/W2964294938","https://openalex.org/W3100543032","https://openalex.org/W3105301591","https://openalex.org/W3105461111","https://openalex.org/W3126048895","https://openalex.org/W4213331114","https://openalex.org/W6608329271","https://openalex.org/W6676202483","https://openalex.org/W6698265715","https://openalex.org/W6903583367"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2009218479","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W1999409691","https://openalex.org/W1966203994","https://openalex.org/W2150055352","https://openalex.org/W2356475741","https://openalex.org/W2075237332","https://openalex.org/W1993345826"],"abstract_inverted_index":{"In":[0,46],"this":[1],"work,":[2],"we":[3],"consider":[4],"the":[5,32,35,77,94,104,156],"problem":[6],"of":[7,18,34,71,90,109],"inferring":[8],"links":[9],"in":[10,42,93,127,155],"a":[11,28,72,148],"communication":[12],"network,":[13,75],"using":[14,67],"limited,":[15],"passive":[16],"observations":[17],"network":[19,113,128],"traffic.":[20],"Our":[21,132],"approach":[22,56,82,101,117],"leverages":[23],"transfer":[24],"entropy":[25,150],"(TE)":[26],"as":[27],"metric":[29],"for":[30,112],"quantifying":[31],"strength":[33],"automatic":[36],"repeat":[37],"request":[38],"(ARQ)":[39],"mechanisms":[40],"present":[41],"next-hop":[43],"routing":[44],"links.":[45],"contrast":[47],"with":[48],"existing":[49,100],"approaches,":[50],"TE":[51,78],"provides":[52],"an":[53,99],"information-theoretic,":[54],"model-free":[55],"that":[57,76],"operates":[58],"on":[59],"externally":[60],"available":[61],"packet":[62],"arrival":[63],"times.":[64],"We":[65],"show,":[66],"discrete":[68],"event":[69],"simulation":[70],"wireless":[73],"sensor":[74],"based":[79,107,151],"topology":[80,114,129],"inference":[81],"described":[83],"here":[84],"is":[85],"robust":[86],"to":[87,98,147],"varying":[88],"degrees":[89],"connection":[91],"quality":[92],"underlying":[95],"network.":[96],"Compared":[97],"which":[102],"uses":[103],"linear":[105],"regression":[106],"formulation":[108],"Granger":[110],"Causality":[111],"inference,":[115],"our":[116],"has":[118,137],"better":[119,138],"asymptotic":[120],"time":[121,139],"complexity,":[122,140],"and":[123],"shows":[124],"significant":[125],"improvement":[126],"reconstruction":[130],"performance.":[131],"approach,":[133],"though":[134],"sub-optimal,":[135],"also":[136],"while":[141],"still":[142],"retaining":[143],"reasonable":[144],"performance,":[145],"compared":[146],"causation":[149],"optimal":[152],"algorithm":[153],"proposed":[154],"literature.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}