{"id":"https://openalex.org/W2891640940","doi":"https://doi.org/10.1109/access.2018.2871092","title":"Inherence of Hard Decision Fusion in Soft Decision Fusion and a Generalized Radix-2 Multistage Decision Fusion Strategy","display_name":"Inherence of Hard Decision Fusion in Soft Decision Fusion and a Generalized Radix-2 Multistage Decision Fusion Strategy","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2891640940","doi":"https://doi.org/10.1109/access.2018.2871092","mag":"2891640940"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2871092","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2871092","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2871092","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076876702","display_name":"Kamlesh Gupta","orcid":"https://orcid.org/0000-0001-5009-6053"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kamlesh Gupta","raw_affiliation_strings":["Department of Electronics and Communications Engineering, Acropolis Institute of Technology and Research, Indore, India"],"raw_orcid":"https://orcid.org/0000-0001-5009-6053","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communications Engineering, Acropolis Institute of Technology and Research, Indore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079092830","display_name":"S. N. Merchant","orcid":"https://orcid.org/0000-0002-9119-6795"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shabbir N. Merchant","raw_affiliation_strings":["Department of Electrical Engineering, IIT Bombay, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109351859","display_name":"Uday B. Desai","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Uday B. Desai","raw_affiliation_strings":["IIT Hyderabad, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1714,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61889161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"55701","last_page":"55711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9998999834060669,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9998999834060669,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9814000129699707,"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":0.6824712157249451},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.6294625997543335},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5813710689544678},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.5283782482147217},{"id":"https://openalex.org/keywords/optimal-decision","display_name":"Optimal decision","score":0.5184004306793213},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4791250228881836},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.46713685989379883},{"id":"https://openalex.org/keywords/binary-decision-diagram","display_name":"Binary decision diagram","score":0.45190492272377014},{"id":"https://openalex.org/keywords/fusion-rules","display_name":"Fusion rules","score":0.4248313903808594},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.4240993857383728},{"id":"https://openalex.org/keywords/fusion-center","display_name":"Fusion center","score":0.4169450104236603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3863600194454193},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3757241368293762},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3552229404449463},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33420270681381226},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30337899923324585},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.2455119490623474},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20771777629852295},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.18393850326538086}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6824712157249451},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.6294625997543335},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5813710689544678},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.5283782482147217},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.5184004306793213},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4791250228881836},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.46713685989379883},{"id":"https://openalex.org/C3309909","wikidata":"https://www.wikidata.org/wiki/Q864155","display_name":"Binary decision diagram","level":2,"score":0.45190492272377014},{"id":"https://openalex.org/C2778971668","wikidata":"https://www.wikidata.org/wiki/Q5510284","display_name":"Fusion rules","level":4,"score":0.4248313903808594},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.4240993857383728},{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.4169450104236603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3863600194454193},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3757241368293762},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3552229404449463},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33420270681381226},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30337899923324585},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.2455119490623474},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20771777629852295},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.18393850326538086},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2871092","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2871092","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:121476647d644e1bbdba7685b8767ffb","is_oa":true,"landing_page_url":"https://doaj.org/article/121476647d644e1bbdba7685b8767ffb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 55701-55711 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2871092","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2871092","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1525038591","https://openalex.org/W1558875883","https://openalex.org/W1964434013","https://openalex.org/W1967085845","https://openalex.org/W1969207556","https://openalex.org/W2004215803","https://openalex.org/W2012622741","https://openalex.org/W2033813804","https://openalex.org/W2039853493","https://openalex.org/W2043512951","https://openalex.org/W2060599630","https://openalex.org/W2064591030","https://openalex.org/W2092431085","https://openalex.org/W2098881465","https://openalex.org/W2099703971","https://openalex.org/W2103818900","https://openalex.org/W2106540768","https://openalex.org/W2106673869","https://openalex.org/W2110653988","https://openalex.org/W2115758294","https://openalex.org/W2125969840","https://openalex.org/W2131206400","https://openalex.org/W2133304743","https://openalex.org/W2133380705","https://openalex.org/W2134931138","https://openalex.org/W2135516208","https://openalex.org/W2139345301","https://openalex.org/W2142876713","https://openalex.org/W2144052787","https://openalex.org/W2144090236","https://openalex.org/W2157548219","https://openalex.org/W2159361138","https://openalex.org/W2159755047","https://openalex.org/W2183669540","https://openalex.org/W2279741077","https://openalex.org/W2409950219","https://openalex.org/W2963670929","https://openalex.org/W3198729280","https://openalex.org/W6633443997"],"related_works":["https://openalex.org/W2155582161","https://openalex.org/W2095681426","https://openalex.org/W2051854868","https://openalex.org/W2896758959","https://openalex.org/W2108319163","https://openalex.org/W2051062192","https://openalex.org/W2343126562","https://openalex.org/W2028915325","https://openalex.org/W2386296762","https://openalex.org/W87527165"],"abstract_inverted_index":{"We":[0,24,83,110,135,154,202],"consider":[1,84,136],"the":[2,53,59,66,71,85,93,148,151,157,161,170,199,206,218],"problem":[3],"of":[4,15,49,77,96,107,127,150,160,220],"decision":[5,29,39,44,55,88,119,173,185,223],"fusion":[6,30,45,56,89,120,174,186,211],"for":[7,104,122,130],"binary":[8,38,210],"event":[9],"detection":[10,19,79,190],"using":[11,198],"a":[12,27,37,42,63,105,116,140],"sensor":[13,144],"network":[14,106,145],"nodes":[16],"with":[17],"non-identical":[18],"and":[20,80,98,176,183,191,208],"false-alarm":[21,192],"probability":[22,95,219],"pairs.":[23],"show":[25,155,204],"that":[26,32,91,156,167,205],"soft":[28,54,87,172,184],"rule":[31,90,175],"is":[33,132,164,177],"used":[34],"to":[35,114,146,166],"make":[36],"inherently":[40],"possesses":[41],"hard":[43,182],"(HDF)":[46],"part.":[47],"Revelation":[48],"HDF":[50,102,128],"part":[51,103,129],"within":[52],"rule,":[57],"on":[58,70],"one":[60],"hand,":[61,73],"shows":[62],"connection":[64],"between":[65],"two":[67,108],"approaches":[68],"and,":[69],"other":[72],"enables":[74],"straightforward":[75],"computation":[76],"network-level":[78],"falsealarm":[81],"probabilities.":[82],"optimal":[86,171,215],"minimizes":[92],"total":[94],"error":[97,158,221],"reveal":[99],"its":[100],"inherent":[101],"nodes.":[109],"subsequently":[111],"use":[112],"it":[113],"develop":[115],"radix-2":[117],"multistage":[118],"strategy":[121,163],"larger":[123],"networks":[124],"since":[125],"revelation":[126],"them":[131],"quite":[133],"time-consuming.":[134],"spectrum":[137],"sensing":[138],"by":[139,169],"cognitive":[141],"radio-enabled":[142],"wireless":[143],"demonstrate":[147],"effectiveness":[149],"proposed":[152,162,200],"strategy.":[153,201],"performance":[159],"close":[165],"exhibited":[168],"better":[178],"than":[179],"many":[180],"suboptimal":[181],"strategies.":[187],"The":[188],"overall":[189],"probabilities":[193],"can":[194],"be":[195],"easily":[196],"computed":[197],"also":[203],"EXOR":[207],"EXNOR":[209],"rules":[212],"are":[213],"never":[214],"in":[216,222],"minimizing":[217],"making.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
