{"id":"https://openalex.org/W2006117514","doi":"https://doi.org/10.1109/iccspa.2015.7081287","title":"Fusion of likelihood ratio test based decisions in wireless sensor networks","display_name":"Fusion of likelihood ratio test based decisions in wireless sensor networks","publication_year":2015,"publication_date":"2015-02-01","ids":{"openalex":"https://openalex.org/W2006117514","doi":"https://doi.org/10.1109/iccspa.2015.7081287","mag":"2006117514"},"language":"en","primary_location":{"id":"doi:10.1109/iccspa.2015.7081287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccspa.2015.7081287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Communications, Signal Processing, and their Applications (ICCSPA'15)","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/A5009330962","display_name":"Bashar M. Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I21215505","display_name":"Al-Quds University","ror":"https://ror.org/04hym7e04","country_code":"PS","type":"education","lineage":["https://openalex.org/I21215505"]}],"countries":["PS"],"is_corresponding":true,"raw_author_name":"Bashar M. Hussain","raw_affiliation_strings":["Department of Electronics and Communications Engineering, Al-Quds University East Jerusalem, Palestine","Department of Electronics and Communications Engineering, Al-Quds University, East Jerusalem, Palestine"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communications Engineering, Al-Quds University East Jerusalem, Palestine","institution_ids":["https://openalex.org/I21215505"]},{"raw_affiliation_string":"Department of Electronics and Communications Engineering, Al-Quds University, East Jerusalem, Palestine","institution_ids":["https://openalex.org/I21215505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066473927","display_name":"Ali Jamoos","orcid":"https://orcid.org/0000-0003-1605-7346"},"institutions":[{"id":"https://openalex.org/I21215505","display_name":"Al-Quds University","ror":"https://ror.org/04hym7e04","country_code":"PS","type":"education","lineage":["https://openalex.org/I21215505"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Ali Jamoos","raw_affiliation_strings":["Department of Electronics and Communications Engineering, Al-Quds University East Jerusalem, Palestine","Department of Electronics and Communications Engineering, Al-Quds University, East Jerusalem, Palestine"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communications Engineering, Al-Quds University East Jerusalem, Palestine","institution_ids":["https://openalex.org/I21215505"]},{"raw_affiliation_string":"Department of Electronics and Communications Engineering, Al-Quds University, East Jerusalem, Palestine","institution_ids":["https://openalex.org/I21215505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009330962"],"corresponding_institution_ids":["https://openalex.org/I21215505"],"apc_list":null,"apc_paid":null,"fwci":0.3328,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64773704,"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":"5"},"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":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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9973999857902527,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/fusion-center","display_name":"Fusion center","score":0.9089617133140564},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6534709930419922},{"id":"https://openalex.org/keywords/rayleigh-fading","display_name":"Rayleigh fading","score":0.6355107426643372},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.5646142959594727},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5603503584861755},{"id":"https://openalex.org/keywords/likelihood-ratio-test","display_name":"Likelihood-ratio test","score":0.547248363494873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5449525117874146},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5348702073097229},{"id":"https://openalex.org/keywords/maximal-ratio-combining","display_name":"Maximal-ratio combining","score":0.5235633254051208},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5044878721237183},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5018737316131592},{"id":"https://openalex.org/keywords/fusion-rules","display_name":"Fusion rules","score":0.49579867720603943},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.47583866119384766},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4257553815841675},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4193669557571411},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33360689878463745},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.3275437355041504},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32536834478378296},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.25898635387420654},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.23442959785461426},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22456705570220947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21482717990875244},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13746902346611023},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12126365303993225}],"concepts":[{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.9089617133140564},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6534709930419922},{"id":"https://openalex.org/C56985126","wikidata":"https://www.wikidata.org/wiki/Q854039","display_name":"Rayleigh fading","level":4,"score":0.6355107426643372},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.5646142959594727},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5603503584861755},{"id":"https://openalex.org/C9483764","wikidata":"https://www.wikidata.org/wiki/Q585740","display_name":"Likelihood-ratio test","level":2,"score":0.547248363494873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5449525117874146},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5348702073097229},{"id":"https://openalex.org/C86024645","wikidata":"https://www.wikidata.org/wiki/Q6795632","display_name":"Maximal-ratio combining","level":4,"score":0.5235633254051208},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5044878721237183},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5018737316131592},{"id":"https://openalex.org/C2778971668","wikidata":"https://www.wikidata.org/wiki/Q5510284","display_name":"Fusion rules","level":4,"score":0.49579867720603943},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.47583866119384766},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4257553815841675},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4193669557571411},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33360689878463745},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.3275437355041504},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32536834478378296},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.25898635387420654},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.23442959785461426},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22456705570220947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21482717990875244},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13746902346611023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12126365303993225},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccspa.2015.7081287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccspa.2015.7081287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Communications, Signal Processing, and their Applications (ICCSPA'15)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1525038591","https://openalex.org/W1604406970","https://openalex.org/W1982401839","https://openalex.org/W2004215803","https://openalex.org/W2038895599","https://openalex.org/W2065044827","https://openalex.org/W2093315058","https://openalex.org/W2111682729","https://openalex.org/W2113292457","https://openalex.org/W2116972936","https://openalex.org/W2125969840","https://openalex.org/W2127850165","https://openalex.org/W2133380705","https://openalex.org/W2134931138","https://openalex.org/W2137486085","https://openalex.org/W2167627738","https://openalex.org/W2168452204","https://openalex.org/W2480020364","https://openalex.org/W6676786996"],"related_works":["https://openalex.org/W2526746481","https://openalex.org/W2073148077","https://openalex.org/W2010769618","https://openalex.org/W2283125831","https://openalex.org/W2155582161","https://openalex.org/W2169415458","https://openalex.org/W2989315442","https://openalex.org/W2095681426","https://openalex.org/W2124940739","https://openalex.org/W4210382895"],"abstract_inverted_index":{"In":[0,175],"this":[1],"paper,":[2],"the":[3,29,36,41,44,49,55,87,95,105,121,125,128,134,137,145,153,156,160,166,182,187,190],"problem":[4],"of":[5,7,92,155],"fusion":[6,31,37,45,118,122,173,191],"decisions":[8],"transmitted":[9],"over":[10],"Rayleigh":[11],"fading":[12],"channels":[13],"in":[14,68],"wireless":[15],"sensor":[16,129],"networks":[17],"(WSNs)":[18],"is":[19,26,63,97,114],"revisited.":[20],"The":[21],"likelihood":[22],"ratio":[23,147],"test":[24],"(LRT)":[25],"considered":[27,64],"as":[28,65,76,99,116],"optimal":[30],"rule":[32,119],"when":[33],"applied":[34,98],"at":[35,43,104,120,127,189],"center.":[38,123,192],"However,":[39],"applying":[40],"LRT":[42,96,126,188],"center":[46],"requires":[47,144],"both":[48],"channel":[50],"state":[51],"information":[52,62],"(CSI)":[53],"and":[54,71,108],"local":[56,101,138],"sensors":[57,106,139],"performance":[58,140,154,180],"indices.":[59,141],"Acquiring":[60],"these":[61,80],"an":[66,109],"overhead":[67],"a":[69,84,100,117],"energy":[70],"bandwidth":[72],"constrained":[73],"systems":[74],"such":[75],"WSNs.":[77],"To":[78],"avoid":[79],"drawbacks,":[81],"we":[82],"propose":[83],"modification":[85],"to":[86,181],"traditional":[88,161,183],"three-layer":[89],"system":[90],"model":[91,158,162,184],"WSN":[93],"where":[94],"decision":[102],"method":[103],"level":[107,130],"equal":[110],"gain":[111],"combiner":[112,169],"(EGC)":[113],"used":[115],"Applying":[124],"does":[131],"not":[132],"require":[133],"CSI":[135],"or":[136,171],"It":[142],"only":[143],"signal-to-noise":[146],"(SNR).":[148],"Simulation":[149],"results":[150],"show":[151],"that":[152,163,185],"proposed":[157],"outperforms":[159],"applies":[164,186],"either":[165],"maximal":[167],"radio":[168],"(MRC)":[170],"Chair-Varshney":[172],"rules.":[174],"addition,":[176],"it":[177],"provides":[178],"comparable":[179]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
