{"id":"https://openalex.org/W2147573544","doi":"https://doi.org/10.1109/tsp.2013.2280442","title":"Random Field Reconstruction With Quantization in Wireless Sensor Networks","display_name":"Random Field Reconstruction With Quantization in Wireless Sensor Networks","publication_year":2013,"publication_date":"2013-11-04","ids":{"openalex":"https://openalex.org/W2147573544","doi":"https://doi.org/10.1109/tsp.2013.2280442","mag":"2147573544"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2013.2280442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2013.2280442","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","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/A5051994726","display_name":"Ido Nevat","orcid":"https://orcid.org/0000-0003-1567-3446"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ido Nevat","raw_affiliation_strings":["CSIRO, Wireless & Networking Tech. Lab, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Wireless & Networking Tech. Lab, Sydney, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087616647","display_name":"Gareth W. Peters","orcid":"https://orcid.org/0000-0003-2768-8979"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gareth W. Peters","raw_affiliation_strings":["CSIRO Mathematical and Information Sciences, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO Mathematical and Information Sciences, Sydney, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033728735","display_name":"Iain B. Collings","orcid":"https://orcid.org/0000-0002-4857-2601"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Iain B. Collings","raw_affiliation_strings":["CSIRO, Wireless & Networking Tech. Lab, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Wireless & Networking Tech. Lab, Sydney, Australia","institution_ids":["https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051994726"],"corresponding_institution_ids":["https://openalex.org/I1292875679"],"apc_list":null,"apc_paid":null,"fwci":8.6562,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.97551033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"61","issue":"23","first_page":"6020","last_page":"6033"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9991999864578247,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9991000294685364,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6618067622184753},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.64173424243927},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.581338107585907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4941253960132599},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.47754156589508057},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39248988032341003},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1716703176498413}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6618067622184753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.64173424243927},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.581338107585907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4941253960132599},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.47754156589508057},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39248988032341003},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1716703176498413},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2013.2280442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2013.2280442","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","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":43,"referenced_works":["https://openalex.org/W24328814","https://openalex.org/W1545211435","https://openalex.org/W1805381866","https://openalex.org/W1805402836","https://openalex.org/W1964770519","https://openalex.org/W1970679066","https://openalex.org/W1971099220","https://openalex.org/W1988112686","https://openalex.org/W1988323033","https://openalex.org/W1988520084","https://openalex.org/W1998406909","https://openalex.org/W2007101051","https://openalex.org/W2021662293","https://openalex.org/W2039736208","https://openalex.org/W2041679522","https://openalex.org/W2043791244","https://openalex.org/W2049361783","https://openalex.org/W2051470259","https://openalex.org/W2079128010","https://openalex.org/W2095147657","https://openalex.org/W2110998393","https://openalex.org/W2113085878","https://openalex.org/W2118225305","https://openalex.org/W2121810365","https://openalex.org/W2126076156","https://openalex.org/W2131824593","https://openalex.org/W2135053460","https://openalex.org/W2140747085","https://openalex.org/W2142355131","https://openalex.org/W2151557649","https://openalex.org/W2162266217","https://openalex.org/W2168452204","https://openalex.org/W2171206152","https://openalex.org/W2913112034","https://openalex.org/W2949696180","https://openalex.org/W2963400963","https://openalex.org/W3003506411","https://openalex.org/W4211049957","https://openalex.org/W4233557151","https://openalex.org/W4300066526","https://openalex.org/W6600975938","https://openalex.org/W6678108598","https://openalex.org/W6679608865"],"related_works":["https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2600246793","https://openalex.org/W4238204885","https://openalex.org/W2963966623"],"abstract_inverted_index":{"We":[0,15,29,56,72,104],"develop":[1,58,74],"new":[2],"and":[3,10,40,50,100,113,137],"novel":[4],"algorithms":[5,127,136],"for":[6,66],"spatial":[7,11,17,68,97],"field":[8,69,98],"reconstruction":[9,70,99],"exceedance":[12,101],"level":[13,102],"estimation.":[14,71,103,120],"consider":[16],"physical":[18],"phenomena":[19],"which":[20],"are":[21,48],"partially":[22],"observed":[23],"by":[24],"a":[25,81,88],"wireless":[26,54],"sensor":[27],"network.":[28],"focus":[30],"on":[31,80],"the":[32,43,46,59,67,106,115,119,125,134,138],"practical":[33],"scenario":[34],"in":[35,87,118],"which,":[36],"due":[37],"to":[38,92],"bandwidth":[39],"power":[41],"constraints,":[42],"observations":[44],"at":[45],"sensors":[47],"quantized":[49],"transmitted":[51],"over":[52],"imperfect":[53],"channels.":[55],"first":[57],"Spatial-Best":[60],"Linear":[61],"Unbiased":[62],"Estimator":[63],"(S-BLUE)":[64],"algorithm":[65,76],"then":[73],"an":[75],"that":[77],"is":[78,128],"based":[79],"multivariate":[82],"series":[83],"expansion":[84],"approach":[85],"resulting":[86],"Saddle-point":[89],"type":[90],"approximation":[91],"solve":[93],"both":[94],"problems":[95],"of":[96,124],"derive":[105],"Posterior":[107],"Cram\u00e9r":[108],"Rao":[109],"Lower":[110],"Bound":[111],"(PCRLB)":[112],"quantify":[114],"achievable":[116],"MSE":[117],"The":[121],"estimation":[122],"accuracy":[123],"proposed":[126],"quantified":[129],"via":[130],"numerical":[131],"comparisons":[132],"between":[133],"two":[135],"PCRLB.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":12}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
