{"id":"https://openalex.org/W2523449796","doi":"https://doi.org/10.1109/csndsp.2016.7573997","title":"Evaluation study for clustering in wireless sensor networks","display_name":"Evaluation study for clustering in wireless sensor networks","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2523449796","doi":"https://doi.org/10.1109/csndsp.2016.7573997","mag":"2523449796"},"language":"en","primary_location":{"id":"doi:10.1109/csndsp.2016.7573997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csndsp.2016.7573997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","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/A5045069957","display_name":"Michael Stein","orcid":"https://orcid.org/0000-0002-7183-2408"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Stein","raw_affiliation_strings":["Telecooperation Group, Technische Universit\u00e4t Darmstadt"],"affiliations":[{"raw_affiliation_string":"Telecooperation Group, Technische Universit\u00e4t Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005226599","display_name":"Dominic Lerbs","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dominic Lerbs","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067211662","display_name":"Mohamed S. Hassan","orcid":"https://orcid.org/0000-0001-6318-0748"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohamed Hassan","raw_affiliation_strings":["Algorithms Group, Technische Universit\u00e4t Darmstadt"],"affiliations":[{"raw_affiliation_string":"Algorithms Group, Technische Universit\u00e4t Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037927234","display_name":"Mathias Schnee","orcid":null},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mathias Schnee","raw_affiliation_strings":["Algorithms Group, Technische Universit\u00e4t Darmstadt"],"affiliations":[{"raw_affiliation_string":"Algorithms Group, Technische Universit\u00e4t Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007087783","display_name":"Immanuel Schweizer","orcid":null},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Immanuel Schweizer","raw_affiliation_strings":["Telecooperation Group, Technische Universit\u00e4t Darmstadt"],"affiliations":[{"raw_affiliation_string":"Telecooperation Group, Technische Universit\u00e4t Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074920330","display_name":"Karsten Weihe","orcid":"https://orcid.org/0000-0003-3039-8454"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karsten Weihe","raw_affiliation_strings":["Algorithms Group, Technische Universit\u00e4t Darmstadt"],"affiliations":[{"raw_affiliation_string":"Algorithms Group, Technische Universit\u00e4t Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021712397","display_name":"Max M\u00fchlh\u00e4user","orcid":"https://orcid.org/0000-0003-4713-5327"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Max Muhlhauser","raw_affiliation_strings":["Telecooperation Group, Technische Universit\u00e4t Darmstadt"],"affiliations":[{"raw_affiliation_string":"Telecooperation Group, Technische Universit\u00e4t Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045069957"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":0.5932,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73613711,"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":"6"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9970999956130981,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9945999979972839,"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/cluster-analysis","display_name":"Cluster analysis","score":0.9084664583206177},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.8256465792655945},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7774665355682373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7558543682098389},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6200841069221497},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5190799236297607},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.49724510312080383},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.4891093373298645},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4533185660839081},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4429880380630493},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44097819924354553},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42356282472610474},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36538130044937134},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.2873075306415558},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1645185649394989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12616488337516785},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12417751550674438},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07137492299079895},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.05603510141372681}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9084664583206177},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.8256465792655945},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7774665355682373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558543682098389},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6200841069221497},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5190799236297607},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.49724510312080383},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.4891093373298645},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4533185660839081},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4429880380630493},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44097819924354553},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42356282472610474},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36538130044937134},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.2873075306415558},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1645185649394989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12616488337516785},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12417751550674438},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07137492299079895},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.05603510141372681},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/csndsp.2016.7573997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csndsp.2016.7573997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:81054","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/81054/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9200000166893005}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322220","display_name":"Department of Health and Aged Care, Australian Government","ror":"https://ror.org/02swcnz29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2003801825","https://openalex.org/W2064295227","https://openalex.org/W2088087163","https://openalex.org/W2099811111","https://openalex.org/W2104846640","https://openalex.org/W2106335692","https://openalex.org/W2106501616","https://openalex.org/W2123336539","https://openalex.org/W2155492251","https://openalex.org/W2165232124","https://openalex.org/W2170239483","https://openalex.org/W2171667726","https://openalex.org/W6676105112","https://openalex.org/W6678794833"],"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/W2593729912","https://openalex.org/W3148968234","https://openalex.org/W2012250365"],"abstract_inverted_index":{"Typically,":[0],"wireless":[1],"sensor":[2,16,30],"nodes":[3,31],"are":[4,49,82],"battery-powered.":[5],"The":[6],"network's":[7],"lifetime":[8],"depends":[9],"on":[10],"the":[11,15,29],"energy":[12,26,34,87],"consumption":[13,35],"of":[14,24],"nodes.":[17],"Transmitting":[18],"messages":[19],"causes":[20],"a":[21],"good":[22],"portion":[23],"this":[25],"consumption.":[27],"Clustering":[28],"may":[32],"reduce":[33],"through":[36],"local":[37],"communication":[38,94],"and":[39,92],"aggregation.":[40],"Many":[41],"clustering":[42,63,80],"algorithms":[43,64,81],"exist,":[44],"but":[45],"corresponding":[46],"simulation":[47,57],"results":[48,74],"hardly":[50],"comparable.":[51],"This":[52],"paper":[53],"conducts":[54],"an":[55],"extensive":[56],"study.":[58],"We":[59],"compare":[60],"five":[61],"popular":[62],"in":[65],"four":[66],"different":[67],"scenarios":[68],"under":[69],"strictly":[70],"uniform":[71],"conditions.":[72],"Our":[73],"indicate":[75],"that":[76],"two":[77],"criteria":[78],"for":[79,88],"particularly":[83],"important:":[84],"considering":[85],"residual":[86],"cluster":[89,97],"head":[90],"selection,":[91],"small":[93],"overhead":[95],"during":[96],"formation.":[98]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
