A recursive least squares parameter estimation algorithm for output nonlinear autoregressive systems using the input–output data filtering
Nonlinear systems exist widely in industrial processes. This paper studies the parameter estimation methods of establishing the mathematical models for a class of output nonlinear systems, whose output is nonlinear about the past outputs and linear about the inputs. We use an estimated noise transfe...
Saved in:
| Published in: | Journal of the Franklin Institute Vol. 354; no. 15; pp. 6938 - 6955 |
|---|---|
| Main Authors: | , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elmsford
Elsevier Ltd
01.10.2017
Elsevier Science Ltd |
| Subjects: | |
| ISSN: | 0016-0032, 1879-2693, 0016-0032 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | Nonlinear systems exist widely in industrial processes. This paper studies the parameter estimation methods of establishing the mathematical models for a class of output nonlinear systems, whose output is nonlinear about the past outputs and linear about the inputs. We use an estimated noise transfer function to filter the input–output data and obtain two identification models, one containing the parameters of the system model, and the other containing the parameters of the noise model. Based on the data filtering technique, a data filtering based recursive least squares algorithm is proposed. The simulation results show that the proposed algorithm can generate more accurate parameter estimates than the recursive generalized least squares algorithm. |
|---|---|
| AbstractList | Nonlinear systems exist widely in industrial processes. This paper studies the parameter estimation methods of establishing the mathematical models for a class of output nonlinear systems, whose output is nonlinear about the past outputs and linear about the inputs. We use an estimated noise transfer function to filter the input-output data and obtain two identification models, one containing the parameters of the system model, and the other containing the parameters of the noise model. Based on the data filtering technique, a data filtering based recursive least squares algorithm is proposed. The simulation results show that the proposed algorithm can generate more accurate parameter estimates than the recursive generalized least squares algorithm. |
| Author | Ding, Feng Wang, Yanjiao Chen, Qijia Dai, Jiyang Li, Qishen |
| Author_xml | – sequence: 1 givenname: Feng surname: Ding fullname: Ding, Feng email: fding@jiangnan.edu.cn organization: Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education), School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, PR China – sequence: 2 givenname: Yanjiao surname: Wang fullname: Wang, Yanjiao organization: Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education), School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, PR China – sequence: 3 givenname: Jiyang surname: Dai fullname: Dai, Jiyang organization: School of Information Engineering, Nanchang Hangkong University, Nanchang 330063, PR China – sequence: 4 givenname: Qishen surname: Li fullname: Li, Qishen organization: School of Information Engineering, Nanchang Hangkong University, Nanchang 330063, PR China – sequence: 5 givenname: Qijia surname: Chen fullname: Chen, Qijia organization: Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education), School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, PR China |
| BookMark | eNqNkcFO3DAURa2KSh2m_YZaYp3UjmcSZ9HFCAFFQmJT1pbHeRmcZuzh2UFixwew4w_5Et4wqItuysqydc99z_ces6MQAzD2XYpSCln_GMqhRxv-jD6UlZBNKXQpRPuJzaRu2qKqW3XEZoKkhRCq-sKOUxro2kghZuxpxRHchMnfAx_BpszT3WQREt9ZtFvIgBxS9lubfQzcjpuIPt9ueR-RxynvpsxpI5oOFrmdckTYEP5mmB5Shm3iU_Jhw_MtcB8IeHl8fic7my3v_UhTSPGVfe7tmODb-zlnN-dnv09_FVfXF5enq6vCqYXKxaLvlO5E1UiQS3qpnYO6arsKlspVqrNLV68XWgqnhGvWUi_6llTrpa5dr-tOzdnJwXeH8W6i35khThhopJFt0za13tvO2c-DymFMCaE3zue3FDJaPxopzL4AM5i_BZh9AUZoQwUQ3_zD75BixIcPkKsDCRTCvQc0yXkIDjpPZWXTRf9fj1fdVa2L |
| CitedBy_id | crossref_primary_10_1016_j_jfranklin_2018_08_030 crossref_primary_10_1186_s13634_018_0575_3 crossref_primary_10_1016_j_sigpro_2018_01_012 crossref_primary_10_1155_2018_5431987 crossref_primary_10_1109_ACCESS_2018_2871555 crossref_primary_10_1016_j_jfranklin_2018_04_013 crossref_primary_10_1007_s40313_025_01200_6 crossref_primary_10_1016_j_jfranklin_2018_11_005 crossref_primary_10_1016_j_isatra_2019_05_017 crossref_primary_10_1016_j_jfranklin_2018_07_025 crossref_primary_10_1155_2018_7234147 crossref_primary_10_1016_j_jfranklin_2021_12_022 crossref_primary_10_1007_s00034_018_0903_8 crossref_primary_10_1016_j_jfranklin_2018_01_011 crossref_primary_10_1016_j_jfranklin_2018_01_052 crossref_primary_10_1049_iet_cta_2018_5411 crossref_primary_10_1016_j_eswa_2025_128439 crossref_primary_10_1049_iet_cta_2018_5254 crossref_primary_10_1007_s12555_017_0101_7 crossref_primary_10_1080_03610926_2018_1459706 crossref_primary_10_1080_00207721_2019_1590664 crossref_primary_10_1177_01423312241285954 crossref_primary_10_1007_s12555_017_0482_7 crossref_primary_10_1049_iet_cta_2018_0156 crossref_primary_10_1049_iet_cta_2018_5368 crossref_primary_10_1016_j_isatra_2019_01_042 crossref_primary_10_1016_j_jfranklin_2019_03_016 crossref_primary_10_3390_math7060558 crossref_primary_10_1002_acs_2930 crossref_primary_10_1007_s00034_018_0800_1 crossref_primary_10_1016_j_jfranklin_2017_09_014 crossref_primary_10_1049_iet_cta_2017_0821 crossref_primary_10_1016_j_jfranklin_2018_02_025 crossref_primary_10_1080_00207721_2019_1671999 crossref_primary_10_1080_00207721_2019_1615576 crossref_primary_10_1016_j_jfranklin_2018_07_043 crossref_primary_10_1007_s00034_018_0967_5 crossref_primary_10_1016_j_jfranklin_2018_07_041 crossref_primary_10_1007_s12555_018_0512_0 crossref_primary_10_1080_00207721_2018_1544303 crossref_primary_10_1016_j_jfranklin_2018_07_045 crossref_primary_10_1007_s00034_018_0851_3 crossref_primary_10_1016_j_dsp_2018_09_010 crossref_primary_10_3846_transport_2020_14242 crossref_primary_10_1016_j_sigpro_2017_12_019 crossref_primary_10_3390_a11110169 crossref_primary_10_1007_s12555_017_0538_8 crossref_primary_10_1109_ACCESS_2018_2877622 crossref_primary_10_1007_s12555_017_0596_y crossref_primary_10_1109_ACCESS_2019_2904096 crossref_primary_10_1007_s11760_018_1317_6 crossref_primary_10_3390_math7070609 crossref_primary_10_1038_s41598_024_83654_3 crossref_primary_10_1080_00207721_2018_1511873 crossref_primary_10_1007_s12555_017_0001_x crossref_primary_10_1109_TIM_2018_2826798 crossref_primary_10_1155_2018_9598307 crossref_primary_10_1007_s12555_017_0659_0 crossref_primary_10_1016_j_apm_2020_08_076 |
| Cites_doi | 10.1002/aic.14147 10.1109/TIE.2016.2522382 10.1016/j.jfranklin.2015.09.007 10.1016/j.automatica.2016.01.057 10.1016/j.measurement.2016.01.046 10.1109/TAC.2016.2557999 10.1007/s00034-014-9916-0 10.1016/j.neucom.2015.09.034 10.1016/j.sigpro.2016.03.027 10.1007/s12555-016-0081-z 10.1109/TSP.2016.2516960 10.1049/iet-cta.2016.0491 10.1093/imamci/dnv021 10.1177/0020720916639329 10.1016/j.automatica.2012.09.018 10.1016/j.automatica.2016.05.024 10.1049/iet-spr.2016.0220 10.1016/j.jfranklin.2013.08.016 10.1016/j.dsp.2016.11.010 10.1016/j.jfranklin.2016.11.030 10.1016/j.isatra.2015.11.018 10.1016/j.sigpro.2014.06.015 10.1007/s00034-016-0368-6 10.1007/s00034-016-0378-4 10.1016/j.sigpro.2017.05.006 10.1002/rnc.3492 10.1016/j.aml.2012.03.038 10.1016/j.ins.2016.03.037 10.1049/iet-cta.2015.1195 10.1007/s11071-014-1801-7 10.1007/s00034-015-0210-6 10.1016/j.ymssp.2015.10.015 10.1016/j.cam.2015.03.057 10.1177/0142331214546881 10.1049/iet-cta.2016.0017 10.1109/LGRS.2015.2507623 10.1007/s11071-015-2548-5 10.1016/j.jfranklin.2016.10.002 10.1016/j.automatica.2016.09.024 10.1016/j.aml.2015.12.018 10.1016/j.sigpro.2015.10.009 10.1109/TCYB.2015.2459719 10.1177/1687814016680332 10.1049/iet-cta.2016.0202 |
| ContentType | Journal Article |
| Copyright | 2017 The Franklin Institute Copyright Elsevier Science Ltd. Oct 2017 |
| Copyright_xml | – notice: 2017 The Franklin Institute – notice: Copyright Elsevier Science Ltd. Oct 2017 |
| DBID | AAYXX CITATION 7TB 8FD FR3 KR7 |
| DOI | 10.1016/j.jfranklin.2017.08.009 |
| DatabaseName | CrossRef Mechanical & Transportation Engineering Abstracts Technology Research Database Engineering Research Database Civil Engineering Abstracts |
| DatabaseTitle | CrossRef Civil Engineering Abstracts Engineering Research Database Technology Research Database Mechanical & Transportation Engineering Abstracts |
| DatabaseTitleList | Civil Engineering Abstracts |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1879-2693 0016-0032 |
| EndPage | 6955 |
| ExternalDocumentID | 10_1016_j_jfranklin_2017_08_009 S0016003217303824 |
| GrantInformation_xml | – fundername: National Natural Science Foundation of China grantid: 61273194; 61663032 |
| GroupedDBID | --K --M -DZ -~X .~1 0R~ 1B1 1RT 1~. 1~5 29L 4.4 41~ 457 4G. 5GY 5VS 6TJ 7-5 71M 8P~ 9JN 9JO AAAKF AAAKG AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AARIN AAXUO AAYFN ABAOU ABBOA ABEFU ABFRF ABJNI ABMAC ABTAH ABUCO ABXDB ABYKQ ACAZW ACCUC ACDAQ ACGFO ACGFS ACIWK ACNCT ACNNM ACRLP ACZNC ADEZE ADGUI ADJOM ADMUD ADTZH AEBSH AECPX AEFWE AEKER AETEA AFDAS AFFNX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AIALX AIEXJ AIGVJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM ARUGR AXJTR BJAXD BKOJK BLXMC CS3 D1Z EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FA8 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q G8K GBLVA GBOLZ HAMUX HMJ HVGLF HZ~ H~9 IHE J1W JJJVA KOM LY7 M26 M41 MHUIS MO0 MVM N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SCC SDF SDG SES SET SEW SME SPC SPCBC SSB SSD SST SSV SSW SSZ T5K TN5 UHS VOH WH7 WUQ XOL XPP ZCG ZMT ZY4 ~02 ~G- 9DU AATTM AAXKI AAYWO AAYXX ABDPE ABWVN ACLOT ACRPL ADNMO ADXHL AEIPS AFJKZ AGQPQ AHPAA AIIUN ANKPU APXCP CITATION EFKBS ~HD 7TB 8FD FR3 KR7 |
| ID | FETCH-LOGICAL-c343t-4fd38d0271e153436cce629d2e53c23da5c6b4810c30c7b184f9436b586cf86d3 |
| ISICitedReferencesCount | 65 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000413636500024&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0016-0032 |
| IngestDate | Sun Nov 09 07:17:11 EST 2025 Sat Nov 29 07:28:38 EST 2025 Tue Nov 18 20:23:15 EST 2025 Fri Feb 23 02:30:46 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 15 |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c343t-4fd38d0271e153436cce629d2e53c23da5c6b4810c30c7b184f9436b586cf86d3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| PQID | 1979768534 |
| PQPubID | 2045917 |
| PageCount | 18 |
| ParticipantIDs | proquest_journals_1979768534 crossref_citationtrail_10_1016_j_jfranklin_2017_08_009 crossref_primary_10_1016_j_jfranklin_2017_08_009 elsevier_sciencedirect_doi_10_1016_j_jfranklin_2017_08_009 |
| PublicationCentury | 2000 |
| PublicationDate | October 2017 2017-10-00 20171001 |
| PublicationDateYYYYMMDD | 2017-10-01 |
| PublicationDate_xml | – month: 10 year: 2017 text: October 2017 |
| PublicationDecade | 2010 |
| PublicationPlace | Elmsford |
| PublicationPlace_xml | – name: Elmsford |
| PublicationTitle | Journal of the Franklin Institute |
| PublicationYear | 2017 |
| Publisher | Elsevier Ltd Elsevier Science Ltd |
| Publisher_xml | – name: Elsevier Ltd – name: Elsevier Science Ltd |
| References | Li, Yan, Shi (bib0003) 2016; 75 Wang, Xun (bib0033) 2016; 8 Xu (bib0004) 2014; 236 Raja, Chaudhary (bib0014) 2015; 107 Yin, Zhu (bib0028) 2015; 62 Xu, Ding (bib0032) 2017; 36 Goodwin, Sin (bib0006) 1984 Fan, Li, Ren (bib0025) 2015; 37 Ding, Xu, Zhu (bib0008) 2016; 10 Wang, Ding (bib0017) 2016; 355 Ding, Wang, Xu, Wu (bib0037) 2017; 354 Feng, Wu, Li (bib0046) 2016; 13 Xie, Yang, Huang (bib0016) 2013; 59 Wang, Qi, Xu (bib0044) 2016; 60 Wang (bib0018) 2016; 57 Wills, Schön, Ljung, Ninness (bib0019) 2013; 49 Wang, Mao, Ding (bib0023) 2017; 11 Chen (bib0041) 2014; 351 Ding, Wang, Xu, Hayat, Alsaedi (bib0009) 2017; 11 Wang, Ding (bib0021) 2016; 84 Xu, Ding, Gu, Alsaedi, Hayat (bib0048) 2017; 140 Zhao, Shmaliy, Liu (bib0026) 2016; 64 Xu (bib0012) 2015; 288 Chen, Liu, Wang (bib0042) 2017; 37 Wang, Gao (bib0043) 2016; 33 Ding, Wang, Mao, Xu (bib0047) 2017; 62 Zhao, Wu, Chen (bib0050) 2017; 54 Hu, Liu, Zhou (bib0040) 2014; 247 Wang, Ding (bib0036) 2016; 71 Chen, Gu, Ding (bib0039) 2014 Pan, Jiang, Wan, Ding (bib0049) 2017; 15 Wang, Ding (bib0034) 2016; 10 Xu (bib0013) 2016; 120 Li, Zheng, Gu, Hua (bib0010) 2017; 354 Pan, Yang, Cai, Mu (bib0030) 2016; 173 Yin, Zhu, Qu, Gao (bib0029) 2016; 63 Li, Shi, Yan (bib0002) 2016; 68 Luan, Zhou, Ding, Liu (bib0005) 2016; 26 Wang, Ding (bib0035) 2016; 128 Wang, Wu, Ni (bib0045) 2016; 72–73 Li (bib0015) 2013; 26 Xu, Chen, Xiong (bib0011) 2015; 79 Zhao, Huang, Liu (bib0027) 2017; 62 Wang, Ding (bib0020) 2016; 35 Xu, Ding (bib0038) 2017; 11 Li, Shi, Yan (bib0001) 2016; 46 Ji, Liu (bib0024) 2015; 34 Wan, Li, Xia, Wu, Liang, Wang (bib0031) 2016; 86 Ljung (bib0007) 1999 Wang, Zhang (bib0022) 2015; 352 Xu (10.1016/j.jfranklin.2017.08.009_bib0032) 2017; 36 Wang (10.1016/j.jfranklin.2017.08.009_bib0043) 2016; 33 Xie (10.1016/j.jfranklin.2017.08.009_bib0016) 2013; 59 Yin (10.1016/j.jfranklin.2017.08.009_bib0029) 2016; 63 Ding (10.1016/j.jfranklin.2017.08.009_bib0037) 2017; 354 Hu (10.1016/j.jfranklin.2017.08.009_bib0040) 2014; 247 Li (10.1016/j.jfranklin.2017.08.009_bib0010) 2017; 354 Chen (10.1016/j.jfranklin.2017.08.009_bib0042) 2017; 37 Wang (10.1016/j.jfranklin.2017.08.009_bib0018) 2016; 57 Wang (10.1016/j.jfranklin.2017.08.009_bib0035) 2016; 128 Wang (10.1016/j.jfranklin.2017.08.009_bib0036) 2016; 71 Ji (10.1016/j.jfranklin.2017.08.009_bib0024) 2015; 34 Wang (10.1016/j.jfranklin.2017.08.009_bib0034) 2016; 10 Wang (10.1016/j.jfranklin.2017.08.009_bib0022) 2015; 352 Yin (10.1016/j.jfranklin.2017.08.009_bib0028) 2015; 62 Zhao (10.1016/j.jfranklin.2017.08.009_bib0026) 2016; 64 Pan (10.1016/j.jfranklin.2017.08.009_bib0030) 2016; 173 Wang (10.1016/j.jfranklin.2017.08.009_bib0023) 2017; 11 Ding (10.1016/j.jfranklin.2017.08.009_bib0047) 2017; 62 Feng (10.1016/j.jfranklin.2017.08.009_bib0046) 2016; 13 Li (10.1016/j.jfranklin.2017.08.009_bib0001) 2016; 46 Wang (10.1016/j.jfranklin.2017.08.009_bib0021) 2016; 84 Ding (10.1016/j.jfranklin.2017.08.009_bib0009) 2017; 11 Xu (10.1016/j.jfranklin.2017.08.009_bib0012) 2015; 288 Wan (10.1016/j.jfranklin.2017.08.009_bib0031) 2016; 86 Li (10.1016/j.jfranklin.2017.08.009_bib0003) 2016; 75 Fan (10.1016/j.jfranklin.2017.08.009_bib0025) 2015; 37 Chen (10.1016/j.jfranklin.2017.08.009_bib0039) 2014 Wang (10.1016/j.jfranklin.2017.08.009_bib0044) 2016; 60 Wang (10.1016/j.jfranklin.2017.08.009_bib0033) 2016; 8 Li (10.1016/j.jfranklin.2017.08.009_bib0015) 2013; 26 Wills (10.1016/j.jfranklin.2017.08.009_bib0019) 2013; 49 Wang (10.1016/j.jfranklin.2017.08.009_bib0017) 2016; 355 Ljung (10.1016/j.jfranklin.2017.08.009_bib0007) 1999 Chen (10.1016/j.jfranklin.2017.08.009_bib0041) 2014; 351 Pan (10.1016/j.jfranklin.2017.08.009_bib0049) 2017; 15 Li (10.1016/j.jfranklin.2017.08.009_bib0002) 2016; 68 Wang (10.1016/j.jfranklin.2017.08.009_bib0045) 2016; 72–73 Xu (10.1016/j.jfranklin.2017.08.009_bib0011) 2015; 79 Xu (10.1016/j.jfranklin.2017.08.009_bib0013) 2016; 120 Xu (10.1016/j.jfranklin.2017.08.009_bib0004) 2014; 236 Luan (10.1016/j.jfranklin.2017.08.009_bib0005) 2016; 26 Xu (10.1016/j.jfranklin.2017.08.009_bib0038) 2017; 11 Goodwin (10.1016/j.jfranklin.2017.08.009_bib0006) 1984 Xu (10.1016/j.jfranklin.2017.08.009_bib0048) 2017; 140 Zhao (10.1016/j.jfranklin.2017.08.009_bib0050) 2017; 54 Zhao (10.1016/j.jfranklin.2017.08.009_bib0027) 2017; 62 Ding (10.1016/j.jfranklin.2017.08.009_bib0008) 2016; 10 Wang (10.1016/j.jfranklin.2017.08.009_bib0020) 2016; 35 Raja (10.1016/j.jfranklin.2017.08.009_bib0014) 2015; 107 |
| References_xml | – volume: 46 start-page: 2019 year: 2016 end-page: 2027 ident: bib0001 article-title: On neighbor information utilization in distributed receding horizon control for consensus-seeking publication-title: IEEE Trans. Cybern. – volume: 79 start-page: 2155 year: 2015 end-page: 2163 ident: bib0011 article-title: Parameter estimation and controller design for dynamic systems from the step responses based on the newton iteration publication-title: Nonlinear Dyn. – volume: 10 start-page: 894 year: 2016 end-page: 902 ident: bib0034 article-title: The filtering based iterative identification for multivariable systems publication-title: IET Control Theory Appl. – volume: 62 start-page: 3852 year: 2015 end-page: 3861 ident: bib0028 article-title: Intelligent particle filter and its application to fault detection of nonlinear system publication-title: IEEE Trans. Ind. Electron. – volume: 60 start-page: 156 year: 2016 end-page: 163 ident: bib0044 article-title: Fault diagnosis method based on FFT-RPCA-SVM for cascaded-multilevel inverter publication-title: ISA Trans. – volume: 236 start-page: 391 year: 2014 end-page: 399 ident: bib0004 article-title: A proportional differential control method for a time-delay system using the Taylor expansion approximation publication-title: Appl. Math. Comput. – volume: 86 start-page: 93 year: 2016 end-page: 100 ident: bib0031 article-title: A t-wave alternans assessment method based on least squares curve fitting technique publication-title: Measurement – volume: 84 start-page: 1045 year: 2016 end-page: 1053 ident: bib0021 article-title: Recursive least squares algorithm and gradient algorithm for Hammerstein–Wiener systems using the data filtering publication-title: Nonlinear Dyn. – volume: 352 start-page: 5292 year: 2015 end-page: 5307 ident: bib0022 article-title: Improved least squares identification algorithm for multivariable Hammerstein systems publication-title: J. Frankl. Inst. – volume: 64 start-page: 2284 year: 2016 end-page: 2297 ident: bib0026 article-title: Fast Kalman-like optimal unbiased FIR filtering with applications publication-title: IEEE Trans. Signal Process. – volume: 33 start-page: 1015 year: 2016 end-page: 1031 ident: bib0043 article-title: Recursive maximum likelihood identification method for a multivariable controlled autoregressive moving average system publication-title: IMA J. Math. Control Inf. – volume: 351 start-page: 543 year: 2014 end-page: 554 ident: bib0041 article-title: Several gradient parameter estimation algorithms for dual-rate sampled systems publication-title: J. Frankl. Inst. – volume: 34 start-page: 1499 year: 2015 end-page: 1517 ident: bib0024 article-title: Unified synchronization criteria for hybrid switching-impulsive dynamical networks publication-title: Circuits Syst. Signal Process. – volume: 354 start-page: 316 year: 2017 end-page: 331 ident: bib0010 article-title: Parameter estimation algorithms for hammerstein output error systems using Levenberg–Marquardt optimization method with varying interval measurements publication-title: J. Frankl. Inst. – volume: 49 start-page: 70 year: 2013 end-page: 81 ident: bib0019 article-title: Identification of Hammerstein–Wiener models publication-title: Automatica – volume: 11 start-page: 390 year: 2017 end-page: 400 ident: bib0009 article-title: Parameter estimation for pseudo-linear systems using the auxiliary model and the decomposition technique publication-title: IET Control Theory Appl. – volume: 140 start-page: 97 year: 2017 end-page: 103 ident: bib0048 article-title: A multi-innovation state and parameter estimation algorithm for a state space system with d-step state-delay publication-title: Signal Process. – volume: 13 start-page: 237 year: 2016 end-page: 241 ident: bib0046 article-title: Array factor forming for image reconstruction of one-dimensional nonuniform aperture synthesis radiometers publication-title: IEEE Geosci. Remote Sens. Lett. – volume: 71 start-page: 308 year: 2016 end-page: 313 ident: bib0036 article-title: Novel data filtering based parameter identification for multiple-input multiple-output systems using the auxiliary model publication-title: Automatica – volume: 35 start-page: 3461 year: 2016 end-page: 3481 ident: bib0020 article-title: Recursive parameter estimation algorithms and convergence for a class of nonlinear systems with colored noise publication-title: Circuits, Syst. Signal Process. – volume: 26 start-page: 91 year: 2013 end-page: 96 ident: bib0015 article-title: Parameter estimation for Hammerstein CARARMA systems based on the Newton iteration publication-title: Appl. Math. Lett. – volume: 128 start-page: 212 year: 2016 end-page: 221 ident: bib0035 article-title: The auxiliary model based hierarchical gradient algorithms and convergence analysis using the filtering technique publication-title: Signal Process. – volume: 11 start-page: 476 year: 2017 end-page: 485 ident: bib0023 article-title: Recasted models based hierarchical extended stochastic gradient method for MIMO nonlinear systems publication-title: IET Control Theory Appl. – start-page: 4132 year: 2014 end-page: 4136 ident: bib0039 article-title: Data filtering based recursive least squares estimation algorithm for a class of wiener nonlinear systems publication-title: Proceedings of the 2014 11th World Congress on Intelligent Control and Automation (2014 WCICA), June 29–July 4 – year: 1984 ident: bib0006 article-title: Adaptive Filtering Prediction and Control, Prentice Hall – volume: 54 start-page: 3 year: 2017 end-page: 16 ident: bib0050 article-title: Android-based mobile educational platform for speech signal processing publication-title: Int. J. Elec. Eng. Educ. – volume: 68 start-page: 148 year: 2016 end-page: 154 ident: bib0002 article-title: Distributed receding horizon control of constrained nonlinear vehicle formations with guaranteed publication-title: Automatica – volume: 26 start-page: 2961 year: 2016 end-page: 2974 ident: bib0005 article-title: Stochastic consensus control with finite frequency specification for Markov jump networks publication-title: Int. J. Robust Nonlinear Control – volume: 63 start-page: 3786 year: 2016 end-page: 3794 ident: bib0029 article-title: State estimation in nonlinear system using sequential evolutionary filter publication-title: IEEE Trans. Ind. Electron. – volume: 354 start-page: 1321 year: 2017 end-page: 1339 ident: bib0037 article-title: Decomposition based least squares iterative identification algorithm for multivariate pseudo-linear ARMA systems using the data filtering publication-title: J. Frankl. Inst. – volume: 57 start-page: 13 year: 2016 end-page: 19 ident: bib0018 article-title: Hierarchical parameter estimation for a class of MIMO hammerstein systems based on the reframed models publication-title: Appl. Math. Lett. – volume: 37 start-page: 793 year: 2015 end-page: 804 ident: bib0025 article-title: The order recurrence quantification analysis of the characteristics of two-phase flow pattern based on multi-scale decomposition publication-title: Trans. Inst. Meas. Control – volume: 36 start-page: 1735 year: 2017 end-page: 1753 ident: bib0032 article-title: Recursive least squares and multi-innovation stochastic gradient parameter estimation methods for signal modeling publication-title: Circuits Syst. Signal Process. – volume: 247 start-page: 218 year: 2014 end-page: 224 ident: bib0040 article-title: A multi-innovation generalized extended stochastic gradient algorithm for output nonlinear autoregressive moving average systems publication-title: Appl. Math. Comput. – volume: 62 start-page: 882 year: 2017 end-page: 887 ident: bib0027 article-title: Linear optimal unbiased filter for time-variant systems without apriori information on initial condition publication-title: IEEE Trans. Autom. Control – volume: 15 start-page: 1189 year: 2017 end-page: 1197 ident: bib0049 article-title: A filtering based multi-innovation extended stochastic gradient algorithm for multivariable control systems publication-title: Int. J. Control Autom. Syst. – volume: 355 start-page: 237 year: 2016 end-page: 248 ident: bib0017 article-title: Parameter estimation algorithms for multivariable Hammerstein CARMA systems publication-title: Inf. Sci. – volume: 8 start-page: 1 year: 2016 end-page: 8 ident: bib0033 article-title: Novel recursive least squares identification for a class of nonlinear multiple-input single-output systems using the filtering technique publication-title: Adv. Mech. Eng. – volume: 75 start-page: 144 year: 2016 end-page: 153 ident: bib0003 article-title: Continuous-time model predictive control of under-actuated spacecraft with bounded control torques publication-title: Automatica – volume: 107 start-page: 327 year: 2015 end-page: 339 ident: bib0014 article-title: Two-stage fractional least mean square identification algorithm for parameter estimation of CARMA systems publication-title: Signal Process. – volume: 10 start-page: 2506 year: 2016 end-page: 2514 ident: bib0008 article-title: Performance analysis of the generalised projection identification for time-varying systems publication-title: IET Control Theory Appl. – volume: 72–73 start-page: 328 year: 2016 end-page: 345 ident: bib0045 article-title: An adaptive confidence limit for periodic non-steady conditions fault detection publication-title: Mech. Syst. Signal Process. – year: 1999 ident: bib0007 article-title: System Identification: Theory for the User – volume: 120 start-page: 660 year: 2016 end-page: 667 ident: bib0013 article-title: The damping iterative parameter identification method for dynamical systems based on the sine signal measurement publication-title: Signal Process. – volume: 11 start-page: 228 year: 2017 end-page: 237 ident: bib0038 article-title: Parameter estimation algorithms for dynamical response signals based on the multi-innovation theory and the hierarchical principle publication-title: IET Signal Process. – volume: 37 start-page: 1406 year: 2017 end-page: 1425 ident: bib0042 article-title: Recursive least squares algorithm for nonlinear dual-rate systems using missing-output estimation model publication-title: Circuits Syst. Signal Process. – volume: 62 start-page: 211 year: 2017 end-page: 223 ident: bib0047 article-title: Joint state and multi-innovation parameter estimation for time-delay linear systems and its convergence based on the Kalman filtering publication-title: Digit. Signal Process. – volume: 59 start-page: 4124 year: 2013 end-page: 4132 ident: bib0016 article-title: FIR model identification of multirate processes with random delays using EM algorithm publication-title: AIChE J. – volume: 173 start-page: 1625 year: 2016 end-page: 1629 ident: bib0030 article-title: Image noise smoothing using a modified kalman filter publication-title: Neurocomputing – volume: 288 start-page: 33 year: 2015 end-page: 43 ident: bib0012 article-title: Application of the newton iteration algorithm to the parameter estimation for dynamical systems publication-title: J. Comput. Appl. Math. – volume: 59 start-page: 4124 issue: 11 year: 2013 ident: 10.1016/j.jfranklin.2017.08.009_bib0016 article-title: FIR model identification of multirate processes with random delays using EM algorithm publication-title: AIChE J. doi: 10.1002/aic.14147 – volume: 63 start-page: 3786 issue: 6 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0029 article-title: State estimation in nonlinear system using sequential evolutionary filter publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2016.2522382 – volume: 352 start-page: 5292 issue: 11 year: 2015 ident: 10.1016/j.jfranklin.2017.08.009_bib0022 article-title: Improved least squares identification algorithm for multivariable Hammerstein systems publication-title: J. Frankl. Inst. doi: 10.1016/j.jfranklin.2015.09.007 – year: 1999 ident: 10.1016/j.jfranklin.2017.08.009_bib0007 – volume: 68 start-page: 148 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0002 article-title: Distributed receding horizon control of constrained nonlinear vehicle formations with guaranteed γ-gain stability publication-title: Automatica doi: 10.1016/j.automatica.2016.01.057 – volume: 86 start-page: 93 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0031 article-title: A t-wave alternans assessment method based on least squares curve fitting technique publication-title: Measurement doi: 10.1016/j.measurement.2016.01.046 – volume: 62 start-page: 882 issue: 2 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0027 article-title: Linear optimal unbiased filter for time-variant systems without apriori information on initial condition publication-title: IEEE Trans. Autom. Control doi: 10.1109/TAC.2016.2557999 – volume: 34 start-page: 1499 issue: 5 year: 2015 ident: 10.1016/j.jfranklin.2017.08.009_bib0024 article-title: Unified synchronization criteria for hybrid switching-impulsive dynamical networks publication-title: Circuits Syst. Signal Process. doi: 10.1007/s00034-014-9916-0 – volume: 173 start-page: 1625 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0030 article-title: Image noise smoothing using a modified kalman filter publication-title: Neurocomputing doi: 10.1016/j.neucom.2015.09.034 – volume: 128 start-page: 212 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0035 article-title: The auxiliary model based hierarchical gradient algorithms and convergence analysis using the filtering technique publication-title: Signal Process. doi: 10.1016/j.sigpro.2016.03.027 – volume: 15 start-page: 1189 issue: 3 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0049 article-title: A filtering based multi-innovation extended stochastic gradient algorithm for multivariable control systems publication-title: Int. J. Control Autom. Syst. doi: 10.1007/s12555-016-0081-z – year: 1984 ident: 10.1016/j.jfranklin.2017.08.009_bib0006 – volume: 64 start-page: 2284 issue: 9 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0026 article-title: Fast Kalman-like optimal unbiased FIR filtering with applications publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2016.2516960 – start-page: 4132 year: 2014 ident: 10.1016/j.jfranklin.2017.08.009_bib0039 article-title: Data filtering based recursive least squares estimation algorithm for a class of wiener nonlinear systems – volume: 11 start-page: 390 issue: 3 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0009 article-title: Parameter estimation for pseudo-linear systems using the auxiliary model and the decomposition technique publication-title: IET Control Theory Appl. doi: 10.1049/iet-cta.2016.0491 – volume: 33 start-page: 1015 issue: 4 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0043 article-title: Recursive maximum likelihood identification method for a multivariable controlled autoregressive moving average system publication-title: IMA J. Math. Control Inf. doi: 10.1093/imamci/dnv021 – volume: 54 start-page: 3 issue: 1 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0050 article-title: Android-based mobile educational platform for speech signal processing publication-title: Int. J. Elec. Eng. Educ. doi: 10.1177/0020720916639329 – volume: 49 start-page: 70 issue: 1 year: 2013 ident: 10.1016/j.jfranklin.2017.08.009_bib0019 article-title: Identification of Hammerstein–Wiener models publication-title: Automatica doi: 10.1016/j.automatica.2012.09.018 – volume: 71 start-page: 308 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0036 article-title: Novel data filtering based parameter identification for multiple-input multiple-output systems using the auxiliary model publication-title: Automatica doi: 10.1016/j.automatica.2016.05.024 – volume: 11 start-page: 228 issue: 2 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0038 article-title: Parameter estimation algorithms for dynamical response signals based on the multi-innovation theory and the hierarchical principle publication-title: IET Signal Process. doi: 10.1049/iet-spr.2016.0220 – volume: 351 start-page: 543 issue: 1 year: 2014 ident: 10.1016/j.jfranklin.2017.08.009_bib0041 article-title: Several gradient parameter estimation algorithms for dual-rate sampled systems publication-title: J. Frankl. Inst. doi: 10.1016/j.jfranklin.2013.08.016 – volume: 62 start-page: 211 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0047 article-title: Joint state and multi-innovation parameter estimation for time-delay linear systems and its convergence based on the Kalman filtering publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2016.11.010 – volume: 354 start-page: 1321 issue: 3 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0037 article-title: Decomposition based least squares iterative identification algorithm for multivariate pseudo-linear ARMA systems using the data filtering publication-title: J. Frankl. Inst. doi: 10.1016/j.jfranklin.2016.11.030 – volume: 60 start-page: 156 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0044 article-title: Fault diagnosis method based on FFT-RPCA-SVM for cascaded-multilevel inverter publication-title: ISA Trans. doi: 10.1016/j.isatra.2015.11.018 – volume: 107 start-page: 327 year: 2015 ident: 10.1016/j.jfranklin.2017.08.009_bib0014 article-title: Two-stage fractional least mean square identification algorithm for parameter estimation of CARMA systems publication-title: Signal Process. doi: 10.1016/j.sigpro.2014.06.015 – volume: 37 start-page: 1406 issue: 4 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0042 article-title: Recursive least squares algorithm for nonlinear dual-rate systems using missing-output estimation model publication-title: Circuits Syst. Signal Process. doi: 10.1007/s00034-016-0368-6 – volume: 36 start-page: 1735 issue: 4 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0032 article-title: Recursive least squares and multi-innovation stochastic gradient parameter estimation methods for signal modeling publication-title: Circuits Syst. Signal Process. doi: 10.1007/s00034-016-0378-4 – volume: 140 start-page: 97 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0048 article-title: A multi-innovation state and parameter estimation algorithm for a state space system with d-step state-delay publication-title: Signal Process. doi: 10.1016/j.sigpro.2017.05.006 – volume: 26 start-page: 2961 issue: 13 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0005 article-title: Stochastic consensus control with finite frequency specification for Markov jump networks publication-title: Int. J. Robust Nonlinear Control doi: 10.1002/rnc.3492 – volume: 26 start-page: 91 issue: 1 year: 2013 ident: 10.1016/j.jfranklin.2017.08.009_bib0015 article-title: Parameter estimation for Hammerstein CARARMA systems based on the Newton iteration publication-title: Appl. Math. Lett. doi: 10.1016/j.aml.2012.03.038 – volume: 355 start-page: 237 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0017 article-title: Parameter estimation algorithms for multivariable Hammerstein CARMA systems publication-title: Inf. Sci. doi: 10.1016/j.ins.2016.03.037 – volume: 10 start-page: 894 issue: 8 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0034 article-title: The filtering based iterative identification for multivariable systems publication-title: IET Control Theory Appl. doi: 10.1049/iet-cta.2015.1195 – volume: 79 start-page: 2155 issue: 3 year: 2015 ident: 10.1016/j.jfranklin.2017.08.009_bib0011 article-title: Parameter estimation and controller design for dynamic systems from the step responses based on the newton iteration publication-title: Nonlinear Dyn. doi: 10.1007/s11071-014-1801-7 – volume: 35 start-page: 3461 issue: 10 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0020 article-title: Recursive parameter estimation algorithms and convergence for a class of nonlinear systems with colored noise publication-title: Circuits, Syst. Signal Process. doi: 10.1007/s00034-015-0210-6 – volume: 247 start-page: 218 year: 2014 ident: 10.1016/j.jfranklin.2017.08.009_bib0040 article-title: A multi-innovation generalized extended stochastic gradient algorithm for output nonlinear autoregressive moving average systems publication-title: Appl. Math. Comput. – volume: 72–73 start-page: 328 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0045 article-title: An adaptive confidence limit for periodic non-steady conditions fault detection publication-title: Mech. Syst. Signal Process. doi: 10.1016/j.ymssp.2015.10.015 – volume: 236 start-page: 391 year: 2014 ident: 10.1016/j.jfranklin.2017.08.009_bib0004 article-title: A proportional differential control method for a time-delay system using the Taylor expansion approximation publication-title: Appl. Math. Comput. – volume: 288 start-page: 33 year: 2015 ident: 10.1016/j.jfranklin.2017.08.009_bib0012 article-title: Application of the newton iteration algorithm to the parameter estimation for dynamical systems publication-title: J. Comput. Appl. Math. doi: 10.1016/j.cam.2015.03.057 – volume: 37 start-page: 793 issue: 6 year: 2015 ident: 10.1016/j.jfranklin.2017.08.009_bib0025 article-title: The order recurrence quantification analysis of the characteristics of two-phase flow pattern based on multi-scale decomposition publication-title: Trans. Inst. Meas. Control doi: 10.1177/0142331214546881 – volume: 11 start-page: 476 issue: 4 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0023 article-title: Recasted models based hierarchical extended stochastic gradient method for MIMO nonlinear systems publication-title: IET Control Theory Appl. doi: 10.1049/iet-cta.2016.0017 – volume: 13 start-page: 237 issue: 2 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0046 article-title: Array factor forming for image reconstruction of one-dimensional nonuniform aperture synthesis radiometers publication-title: IEEE Geosci. Remote Sens. Lett. doi: 10.1109/LGRS.2015.2507623 – volume: 84 start-page: 1045 issue: 2 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0021 article-title: Recursive least squares algorithm and gradient algorithm for Hammerstein–Wiener systems using the data filtering publication-title: Nonlinear Dyn. doi: 10.1007/s11071-015-2548-5 – volume: 354 start-page: 316 issue: 1 year: 2017 ident: 10.1016/j.jfranklin.2017.08.009_bib0010 article-title: Parameter estimation algorithms for hammerstein output error systems using Levenberg–Marquardt optimization method with varying interval measurements publication-title: J. Frankl. Inst. doi: 10.1016/j.jfranklin.2016.10.002 – volume: 75 start-page: 144 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0003 article-title: Continuous-time model predictive control of under-actuated spacecraft with bounded control torques publication-title: Automatica doi: 10.1016/j.automatica.2016.09.024 – volume: 57 start-page: 13 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0018 article-title: Hierarchical parameter estimation for a class of MIMO hammerstein systems based on the reframed models publication-title: Appl. Math. Lett. doi: 10.1016/j.aml.2015.12.018 – volume: 120 start-page: 660 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0013 article-title: The damping iterative parameter identification method for dynamical systems based on the sine signal measurement publication-title: Signal Process. doi: 10.1016/j.sigpro.2015.10.009 – volume: 62 start-page: 3852 issue: 6 year: 2015 ident: 10.1016/j.jfranklin.2017.08.009_bib0028 article-title: Intelligent particle filter and its application to fault detection of nonlinear system publication-title: IEEE Trans. Ind. Electron. – volume: 46 start-page: 2019 issue: 9 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0001 article-title: On neighbor information utilization in distributed receding horizon control for consensus-seeking publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2015.2459719 – volume: 8 start-page: 1 issue: 11 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0033 article-title: Novel recursive least squares identification for a class of nonlinear multiple-input single-output systems using the filtering technique publication-title: Adv. Mech. Eng. doi: 10.1177/1687814016680332 – volume: 10 start-page: 2506 issue: 18 year: 2016 ident: 10.1016/j.jfranklin.2017.08.009_bib0008 article-title: Performance analysis of the generalised projection identification for time-varying systems publication-title: IET Control Theory Appl. doi: 10.1049/iet-cta.2016.0202 |
| SSID | ssj0017100 |
| Score | 2.412566 |
| Snippet | Nonlinear systems exist widely in industrial processes. This paper studies the parameter estimation methods of establishing the mathematical models for a class... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 6938 |
| SubjectTerms | Algorithms Computer simulation Filtration Least squares method Mathematical models Noise Nonlinear systems Parameter estimation Parameter identification Parameters Simulation Transfer functions |
| Title | A recursive least squares parameter estimation algorithm for output nonlinear autoregressive systems using the input–output data filtering |
| URI | https://dx.doi.org/10.1016/j.jfranklin.2017.08.009 https://www.proquest.com/docview/1979768534 |
| Volume | 354 |
| WOSCitedRecordID | wos000413636500024&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1879-2693 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0017100 issn: 0016-0032 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Nb9NAEF2FlAMcEJ-iUNAeEBfLyPY6a5tbhFJBFQWQUhROlr1el0SpkyZOVW78AG78Pi78Emb2w06hpXDgYiUbj23tvMyOd9--IeSZCPIcYOHhCmPhhlzGbpzB10gIxosMhihVi-DDMBqN4skkedfpfLd7YU7nUVXFZ2fJ8r-6GtrA2bh19h_c3VwUGuAzOB2O4HY4_pXj-84K59AVLX2OlXmc9ckGdxk5KPN9jPQXB6U19J5FJ5sfLVbT-tOxIhwuNvVyUzuVFtDIVk6GGgdSvZTjBbXw89rZrO02q2kFBpYywYw98k5R8qlWQoeXJMBobWvGt6SFJrM2xVagb4_aWX_d9jGrZtNs0c6yK0rCwfRz1p47VG3vkfJfbU9twHBpSXJmvs3uubFhriU6qVjucxdiko7l8oI2E9-ZVqm2QO5thWueaGmZ38YRPaUxezErTTcgCTBSYq9e0g6dli4wepvuHw6H6XgwGT9fnrhY1AwX_02Fl2tkJ4h6SdwlO_03g8lBs8yF0ko6VdCPfY6AeOG9L0uffkkkVHY0vk1uGa_SvobjHdKR1V1yc0vs8h752qcNMKkCJjXApA0waQtM2gCTAjCpBhZtgEnPA5MaYFIFTArQogqYP758M5YISdpA8j453B-MX712TS0QV7CQ1W5YFiwuvCDyJYzRIeNCSB4kRSB7TAQMoorgeRj7nmCeiHI_DssEzsp7MRdlzAv2gHThEeVDQiVKMWfMD8OyDAukFcgi47lXxJHswWGXcNvFqTBC-VivZZ5aRuQsbXyTom9SrOTqJbvEawyXWivmapOX1oepSXl1KpsCEq823rNeT00AWqd-EsEbBiTh4aM___yY3Gj_c3ukW6828gm5Lk7r6Xr11CD1J7ls4Y8 |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+recursive+least+squares+parameter+estimation+algorithm+for+output+nonlinear+autoregressive+systems+using+the+input%E2%80%93output+data+filtering&rft.jtitle=Journal+of+the+Franklin+Institute&rft.au=Ding%2C+Feng&rft.au=Wang%2C+Yanjiao&rft.au=Dai%2C+Jiyang&rft.au=Li%2C+Qishen&rft.date=2017-10-01&rft.pub=Elsevier+Science+Ltd&rft.issn=0016-0032&rft.eissn=0016-0032&rft.volume=354&rft.issue=15&rft.spage=6938&rft_id=info:doi/10.1016%2Fj.jfranklin.2017.08.009&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0016-0032&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0016-0032&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0016-0032&client=summon |