{"id":"https://openalex.org/W2046862976","doi":"https://doi.org/10.1109/icves.2014.7063725","title":"Comparative analysis of DGPS predicted corrections using dynamic neural networks","display_name":"Comparative analysis of DGPS predicted corrections using dynamic neural networks","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2046862976","doi":"https://doi.org/10.1109/icves.2014.7063725","mag":"2046862976"},"language":"en","primary_location":{"id":"doi:10.1109/icves.2014.7063725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icves.2014.7063725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Vehicular Electronics and Safety","raw_type":"proceedings-article"},"type":"conference-paper","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/A5089624269","display_name":"Sohel Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I149145351","display_name":"Deccan College of Medical Sciences","ror":"https://ror.org/02akmdw70","country_code":"IN","type":"education","lineage":["https://openalex.org/I149145351"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sohel Ahmed","raw_affiliation_strings":["Deccan College of Engineering & Technology, Hyderabad, India","Deccan College of Engineering & Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deccan College of Engineering & Technology, Hyderabad, India","institution_ids":["https://openalex.org/I149145351"]},{"raw_affiliation_string":"Deccan College of Engineering & Technology, India","institution_ids":["https://openalex.org/I149145351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109204217","display_name":"Quddusa Sultana","orcid":null},"institutions":[{"id":"https://openalex.org/I149145351","display_name":"Deccan College of Medical Sciences","ror":"https://ror.org/02akmdw70","country_code":"IN","type":"education","lineage":["https://openalex.org/I149145351"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Quddusa Sultana","raw_affiliation_strings":["Deccan College of Engineering & Technology, Hyderabad, India","Deccan College of Engineering & Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deccan College of Engineering & Technology, Hyderabad, India","institution_ids":["https://openalex.org/I149145351"]},{"raw_affiliation_string":"Deccan College of Engineering & Technology, India","institution_ids":["https://openalex.org/I149145351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111961401","display_name":"K. Deergha Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I8975392","display_name":"Osmania University","ror":"https://ror.org/030sjb889","country_code":"IN","type":"education","lineage":["https://openalex.org/I8975392"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Deergha Rao","raw_affiliation_strings":["Research and Training Unit for Navigational Electronics, Osmania University, Hyderabad, Telangana, IN","Research and Training Unit for Navigational Electronics, Osmania University, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research and Training Unit for Navigational Electronics, Osmania University, Hyderabad, Telangana, IN","institution_ids":["https://openalex.org/I8975392"]},{"raw_affiliation_string":"Research and Training Unit for Navigational Electronics, Osmania University, India#TAB#","institution_ids":["https://openalex.org/I8975392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9255,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76981156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10655","display_name":"GNSS positioning and interference","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10655","display_name":"GNSS positioning and interference","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9950000047683716,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7618632316589355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7333554029464722},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6540434956550598},{"id":"https://openalex.org/keywords/differential-gps","display_name":"Differential GPS","score":0.5884764790534973},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.584963858127594},{"id":"https://openalex.org/keywords/error-detection-and-correction","display_name":"Error detection and correction","score":0.5543750524520874},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5218485593795776},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5071532726287842},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47374141216278076},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.4582686722278595},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3343113660812378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3278517723083496},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.31555861234664917},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16335001587867737},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14682528376579285},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12903538346290588},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.070090651512146}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7618632316589355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7333554029464722},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6540434956550598},{"id":"https://openalex.org/C2777928014","wikidata":"https://www.wikidata.org/wiki/Q779225","display_name":"Differential GPS","level":3,"score":0.5884764790534973},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.584963858127594},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.5543750524520874},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5218485593795776},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5071532726287842},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47374141216278076},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.4582686722278595},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3343113660812378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3278517723083496},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31555861234664917},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16335001587867737},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14682528376579285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12903538346290588},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.070090651512146},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icves.2014.7063725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icves.2014.7063725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Vehicular Electronics and Safety","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1979768622","https://openalex.org/W2030925139","https://openalex.org/W2035869108","https://openalex.org/W2087070363","https://openalex.org/W2097139389","https://openalex.org/W2117671523","https://openalex.org/W2118671355","https://openalex.org/W2149223397","https://openalex.org/W2153532417","https://openalex.org/W2155482699","https://openalex.org/W2169163929","https://openalex.org/W2187252036","https://openalex.org/W4285719527","https://openalex.org/W6675089356","https://openalex.org/W6686904850"],"related_works":["https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W4225394202","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W2964006806","https://openalex.org/W2160817088"],"abstract_inverted_index":{"Differential":[0],"Global":[1],"Positioning":[2],"System":[3],"(DGPS)":[4],"is":[5,21,134],"a":[6],"technique":[7],"to":[8,23,34,55,130],"improve":[9],"the":[10,13,24,49,57,66,73,120,135],"accuracy":[11],"of":[12,75],"GPS":[14],"positioning.":[15],"In":[16],"DGPS,":[17],"error":[18,76],"correction":[19,28,62,68,77,127],"signal":[20],"transmitted":[22],"surrounding":[25],"rovers.":[26,50],"Any":[27],"loss":[29],"during":[30],"transmission":[31],"may":[32],"lead":[33],"navigation":[35],"inaccuracy.":[36],"This":[37,70],"problem":[38],"can":[39,52],"be":[40,53],"minimized":[41],"by":[42,64],"incorporating":[43],"Dynamic":[44],"Neural":[45,86,92,101,107,113],"Networks":[46],"(DNNs)":[47],"at":[48],"DNNs":[51,80],"used":[54],"predict":[56],"present":[58],"and":[59,110],"future":[60],"DGPS":[61],"values":[63,78,128],"utilizing":[65],"past":[67],"values.":[69],"paper":[71],"presents":[72],"prediction":[74],"using":[79],"such":[81],"as":[82],"Focused":[83],"Time":[84,90],"Delay":[85,91],"Network":[87,93,102,108,114],"(FTDNN),":[88],"Distributed":[89],"(DTDNN),":[94],"Nonlinear":[95,104],"Auto":[96,105],"Regressive":[97,106],"with":[98],"eXogenous":[99],"input":[100],"(NARXNN),":[103],"(NARNN)":[109],"Layer":[111],"Recurrent":[112],"(LRNN).":[115],"The":[116],"results":[117],"show":[118],"that":[119],"Mean":[121],"Square":[122],"Error":[123],"(MSE)":[124],"in":[125],"predicted":[126],"due":[129],"third":[131],"order":[132],"LRNN":[133],"least":[136],"(2.5316e-":[137],"05":[138],"m).":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
