Class information for:
Level 2: SYSTEM IDENTIFICATION//RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1997 5536 23.9 45%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
74 3       AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//AUTOMATICA 82579
1997 2             SYSTEM IDENTIFICATION//RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM 5536
6451 1                   IDENTIFICATION FOR CONTROL//CLOSED LOOP IDENTIFICATION//SET MEMBERSHIP IDENTIFICATION 1482
9349 1                   RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM//HAMMERSTEIN MODEL 1164
15245 1                   VOLTERRA SERIES//NONLINEAR OUTPUT FREQUENCY RESPONSE FUNCTION//HIGHER ORDER FREQUENCY RESPONSE FUNCTIONS 723
19169 1                   AUTOREGRESSIVE SIGNALS//YULE WALKER EQUATIONS//ORDER SELECTION 518
19447 1                   ELEC//NONPARAMETRIC NOISE MODELS//PERTURBATION SIGNALS 505
20528 1                   SUBSPACE IDENTIFICATION//SUBSPACE METHODS//EXOGENOUS INPUTS 456
23035 1                   ERRORS IN VARIABLES MODELS//FRISCH SCHEME//BIAS ELIMINATING LEAST SQUARES 360
32495 1                   RANDOM IMPULSE TRAIN//GENERALIZED LAGUERRE VOLTERRA MODEL//POINT PROCESS INPUTS 138
33108 1                   OPTIMIZAT SYST THEORY//COVARIANCE EXTENSION//RATIONAL COVARIANCE EXTENSION 129
37304 1                   AUXILIARY SIGNAL DESIGN//ACTIVE FAILURE DETECTION//ACTIVE FAULT DIAGNOSIS AFD 61

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 SYSTEM IDENTIFICATION authKW 558725 10% 18% 574
2 RECURSIVE IDENTIFICATION authKW 497320 2% 74% 122
3 HAMMERSTEIN SYSTEM authKW 353650 2% 76% 84
4 AUTOMATICA journal 290409 12% 8% 642
5 HAMMERSTEIN MODEL authKW 275633 1% 63% 80
6 WIENER SYSTEMS authKW 272903 1% 75% 66
7 CLOSED LOOP IDENTIFICATION authKW 263022 2% 54% 89
8 ADV PROC CONTROL LIGHT IND address 255025 3% 30% 155
9 AUTOMATION & CONTROL SYSTEMS WoSSC 240436 43% 2% 2382
10 STOCHASTIC GRADIENT authKW 215653 1% 60% 65

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 Automation & Control Systems 240436 43% 2% 2382
2 Engineering, Electrical & Electronic 37796 48% 0% 2681
3 Instruments & Instrumentation 3031 8% 0% 448
4 Engineering, Mechanical 2189 7% 0% 401
5 Acoustics 2054 4% 0% 219
6 Mathematics, Applied 1671 8% 0% 451
7 Operations Research & Management Science 1366 4% 0% 222
8 Mathematics, Interdisciplinary Applications 870 3% 0% 183
9 Engineering, General 763 3% 0% 185
10 Mechanics 736 5% 0% 278

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ADV PROC CONTROL LIGHT IND 255025 3% 30% 155
2 ELEC 192362 2% 36% 96
3 INTERNET THINGS ENGN 97144 1% 27% 66
4 FUNDAMENTAL ELECT RUMENTAT ELEC 54934 0% 59% 17
5 COMMUN CONTROL ENGN 36987 1% 22% 30
6 FUNDAMENTAL ELECT RUMENTAT 34486 0% 26% 24
7 OPTIMIZAT SYST THEORY 32706 0% 25% 24
8 ELECT BIOMED RUMENTAT GRP 30624 0% 56% 10
9 FUNDAMENTAL ELECT ELEC 28355 0% 86% 6
10 SENSORS SIGNALS SYST AUTOMAT CONTROL 27569 0% 100% 5

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 AUTOMATICA 290409 12% 8% 642
2 IEEE TRANSACTIONS ON AUTOMATIC CONTROL 105047 8% 4% 457
3 INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 43570 2% 8% 102
4 INTERNATIONAL JOURNAL OF CONTROL 42542 4% 3% 224
5 JOURNAL OF PROCESS CONTROL 24602 2% 5% 95
6 MECHANICAL SYSTEMS AND SIGNAL PROCESSING 19999 2% 3% 117
7 IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING 17049 1% 5% 69
8 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 16885 3% 2% 166
9 EUROPEAN JOURNAL OF CONTROL 16260 1% 6% 48
10 SYSTEMS & CONTROL LETTERS 14019 2% 3% 102

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 SYSTEM IDENTIFICATION 558725 10% 18% 574 Search SYSTEM+IDENTIFICATION Search SYSTEM+IDENTIFICATION
2 RECURSIVE IDENTIFICATION 497320 2% 74% 122 Search RECURSIVE+IDENTIFICATION Search RECURSIVE+IDENTIFICATION
3 HAMMERSTEIN SYSTEM 353650 2% 76% 84 Search HAMMERSTEIN+SYSTEM Search HAMMERSTEIN+SYSTEM
4 HAMMERSTEIN MODEL 275633 1% 63% 80 Search HAMMERSTEIN+MODEL Search HAMMERSTEIN+MODEL
5 WIENER SYSTEMS 272903 1% 75% 66 Search WIENER+SYSTEMS Search WIENER+SYSTEMS
6 CLOSED LOOP IDENTIFICATION 263022 2% 54% 89 Search CLOSED+LOOP+IDENTIFICATION Search CLOSED+LOOP+IDENTIFICATION
7 STOCHASTIC GRADIENT 215653 1% 60% 65 Search STOCHASTIC+GRADIENT Search STOCHASTIC+GRADIENT
8 IDENTIFICATION FOR CONTROL 167674 1% 72% 42 Search IDENTIFICATION+FOR+CONTROL Search IDENTIFICATION+FOR+CONTROL
9 PARAMETER ESTIMATION 152227 7% 7% 409 Search PARAMETER+ESTIMATION Search PARAMETER+ESTIMATION
10 VOLTERRA SERIES 148489 2% 24% 111 Search VOLTERRA+SERIES Search VOLTERRA+SERIES

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 DING, F , LIU, GJ , LIU, XP , (2011) IDENTIFICATION METHODS FOR HAMMERSTEIN NONLINEAR SYSTEMS.DIGITAL SIGNAL PROCESSING. VOL. 21. ISSUE 2. P. 215 -238 85 89% 137
2 DING, RF , ZHUANG, LF , (2014) PARAMETER AND STATE ESTIMATOR FOR STATE SPACE MODELS.SCIENTIFIC WORLD JOURNAL. VOL. . ISSUE . P. - 95 89% 0
3 CHEN, J , DING, RF , (2014) TWO IDENTIFICATION METHODS FOR DUAL-RATE SAMPLED-DATA NONLINEAR OUTPUT-ERROR SYSTEMS.MATHEMATICAL PROBLEMS IN ENGINEERING. VOL. . ISSUE . P. - 84 88% 1
4 CHENG, CM , PENG, ZK , ZHANG, WM , MENG, G , (2017) VOLTERRA-SERIES-BASED NONLINEAR SYSTEM MODELING AND ITS ENGINEERING APPLICATIONS: A STATE-OF-THE-ART REVIEW.MECHANICAL SYSTEMS AND SIGNAL PROCESSING. VOL. 87. ISSUE . P. 340 -364 114 59% 0
5 DING, F , (2013) TWO-STAGE LEAST SQUARES BASED ITERATIVE ESTIMATION ALGORITHM FOR CARARMA SYSTEM MODELING.APPLIED MATHEMATICAL MODELLING. VOL. 37. ISSUE 7. P. 4798-4808 51 91% 58
6 WANG, C , TANG, T , (2014) SEVERAL GRADIENT-BASED ITERATIVE ESTIMATION ALGORITHMS FOR A CLASS OF NONLINEAR SYSTEMS USING THE FILTERING TECHNIQUE.NONLINEAR DYNAMICS. VOL. 77. ISSUE 3. P. 769 -780 46 90% 53
7 DING, F , WANG, XH , CHEN, QJ , XIAO, YS , (2016) RECURSIVE LEAST SQUARES PARAMETER ESTIMATION FOR A CLASS OF OUTPUT NONLINEAR SYSTEMS BASED ON THE MODEL DECOMPOSITION.CIRCUITS SYSTEMS AND SIGNAL PROCESSING. VOL. 35. ISSUE 9. P. 3323 -3338 35 83% 16
8 DING, F , (2014) COMBINED STATE AND LEAST SQUARES PARAMETER ESTIMATION ALGORITHMS FOR DYNAMIC SYSTEMS.APPLIED MATHEMATICAL MODELLING. VOL. 38. ISSUE 1. P. 403 -412 43 91% 61
9 YAO, GY , DING, RF , (2012) TWO-STAGE LEAST SQUARES BASED ITERATIVE IDENTIFICATION ALGORITHM FOR CONTROLLED AUTOREGRESSIVE MOVING AVERAGE (CARMA) SYSTEMS.COMPUTERS & MATHEMATICS WITH APPLICATIONS. VOL. 63. ISSUE 5. P. 975 -984 65 83% 23
10 DUAN, HH , JIA, J , DING, RF , (2012) TWO-STAGE RECURSIVE LEAST SQUARES PARAMETER ESTIMATION ALGORITHM FOR OUTPUT ERROR MODELS.MATHEMATICAL AND COMPUTER MODELLING. VOL. 55. ISSUE 3-4. P. 1151 -1159 63 86% 21

Classes with closest relation at Level 2


Rank Class id link
1 1035 MODEL PREDICTIVE CONTROL//AUTOMATION & CONTROL SYSTEMS//JOURNAL OF PROCESS CONTROL
2 1037 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS//IEEE TRANSACTIONS ON SIGNAL PROCESSING//ADAPTIVE FILTERING
3 1152 DAMAGE DETECTION//STRUCTURAL HEALTH MONITORING//DAMAGE IDENTIFICATION
4 28 AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//INTERNATIONAL JOURNAL OF CONTROL
5 3345 LEVEL CROSSING SAMPLING//SCI TECHNOL TELECOMMUN//CONSERVATIVE FLOW
6 3429 QUADRATIC DIFFERENTIAL FORMS//BEHAVIORAL APPROACH//MULTIDIMENSIONAL SYSTEMS
7 1959 INTERNATIONAL JOURNAL OF FORECASTING//JOURNAL OF FORECASTING//STATISTICS & PROBABILITY
8 2946 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT//THERMAL CONVERTER//AC DC TRANSFER
9 695 IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS
10 3443 POWER PLANT CONTROL//GAS PATH ANALYSIS//JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

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