Class information for:
Level 1: PARTICLE FILTER//SEQUENTIAL MONTE CARLO//NONLINEAR FILTERING

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
247 3       IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS//JOURNAL OF GEODESY//IET RADAR SONAR AND NAVIGATION 46948
706 2             IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS//DIRECTION OF ARRIVAL ESTIMATION//ARRAY SIGNAL PROCESSING 13280
5674 1                   PARTICLE FILTER//SEQUENTIAL MONTE CARLO//NONLINEAR FILTERING 1620

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PARTICLE FILTER authKW 1734053 26% 21% 417
2 SEQUENTIAL MONTE CARLO authKW 865540 7% 37% 121
3 NONLINEAR FILTERING authKW 531345 7% 23% 117
4 CUBATURE KALMAN FILTER authKW 277870 2% 48% 30
5 SEQUENTIAL MONTE CARLO METHODS authKW 258466 2% 47% 28
6 MIXTURE KALMAN FILTER authKW 175078 1% 100% 9
7 TERRAIN AIDED NAVIGATION authKW 157568 1% 90% 9
8 DIVIDED DIFFERENCE FILTER authKW 136172 0% 100% 7
9 UNSCENTED KALMAN FILTER authKW 124072 3% 13% 48
10 RANDOMLY DELAYED MEASUREMENTS authKW 116719 0% 100% 6

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 11992 21% 0% 344
2 Automation & Control Systems 10711 17% 0% 279
3 Engineering, Electrical & Electronic 7833 41% 0% 671
4 Engineering, Aerospace 4117 8% 0% 127
5 Telecommunications 1337 8% 0% 134
6 Computer Science, Artificial Intelligence 625 6% 0% 93
7 Computer Science, Theory & Methods 575 6% 0% 94
8 Mathematics, Interdisciplinary Applications 470 4% 0% 70
9 Instruments & Instrumentation 437 6% 0% 97
10 Operations Research & Management Science 308 4% 0% 58

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NAV ENGN 115794 1% 37% 16
2 NAV TECHNOL 43768 0% 75% 3
3 CITI DPT 38906 0% 100% 2
4 COMPETENCE UNIT INFORMAT 38906 0% 100% 2
5 TEOR SERIAL COMUNICAC 38906 0% 100% 2
6 UMR MATH INFORMAT STAT ENVIRONM AGRON 38906 0% 100% 2
7 UMR C55830 35007 0% 30% 6
8 NAV SYST 25936 0% 67% 2
9 URA 743 25932 0% 33% 4
10 ADV CYBER SYST 19453 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON SIGNAL PROCESSING 23858 7% 1% 112
2 STATISTICS AND COMPUTING 20509 2% 3% 34
3 IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS 7580 3% 1% 42
4 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 6841 1% 2% 19
5 ANNALS OF APPLIED PROBABILITY 6760 1% 1% 24
6 SIGNAL PROCESSING 6685 3% 1% 48
7 JOURNAL OF GUIDANCE CONTROL AND DYNAMICS 6268 3% 1% 44
8 IEEE TRANSACTIONS ON AUTOMATIC CONTROL 6260 4% 1% 61
9 JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS 5636 1% 1% 21
10 IET RADAR SONAR AND NAVIGATION 4655 1% 1% 17

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 PARTICLE FILTER 1734053 26% 21% 417 Search PARTICLE+FILTER Search PARTICLE+FILTER
2 SEQUENTIAL MONTE CARLO 865540 7% 37% 121 Search SEQUENTIAL+MONTE+CARLO Search SEQUENTIAL+MONTE+CARLO
3 NONLINEAR FILTERING 531345 7% 23% 117 Search NONLINEAR+FILTERING Search NONLINEAR+FILTERING
4 CUBATURE KALMAN FILTER 277870 2% 48% 30 Search CUBATURE+KALMAN+FILTER Search CUBATURE+KALMAN+FILTER
5 SEQUENTIAL MONTE CARLO METHODS 258466 2% 47% 28 Search SEQUENTIAL+MONTE+CARLO+METHODS Search SEQUENTIAL+MONTE+CARLO+METHODS
6 MIXTURE KALMAN FILTER 175078 1% 100% 9 Search MIXTURE+KALMAN+FILTER Search MIXTURE+KALMAN+FILTER
7 TERRAIN AIDED NAVIGATION 157568 1% 90% 9 Search TERRAIN+AIDED+NAVIGATION Search TERRAIN+AIDED+NAVIGATION
8 DIVIDED DIFFERENCE FILTER 136172 0% 100% 7 Search DIVIDED+DIFFERENCE+FILTER Search DIVIDED+DIFFERENCE+FILTER
9 UNSCENTED KALMAN FILTER 124072 3% 13% 48 Search UNSCENTED+KALMAN+FILTER Search UNSCENTED+KALMAN+FILTER
10 RANDOMLY DELAYED MEASUREMENTS 116719 0% 100% 6 Search RANDOMLY+DELAYED+MEASUREMENTS Search RANDOMLY+DELAYED+MEASUREMENTS

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 24477 MOVING HORIZON ESTIMATION//CONSTRAINED STATE ESTIMATION//ARRIVAL COST
2 2897 MULTI TARGET TRACKING//RANDOM FINITE SET//IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
3 27181 DYNAMIC GENERALIZED LINEAR MODELS//BAYESIAN FORECASTING//DYNAMIC LINEAR MODELS
4 20380 FINITE DIMENSIONAL FILTER//ESTIMATION ALGEBRA//NONLINEAR DRIFT
5 25373 APPROXIMATE BAYESIAN COMPUTATION//LIKELIHOOD FREE INFERENCE//LIKELIHOOD FREE METHODS
6 5450 INERTIAL NAVIGATION//INERTIAL NAVIGATION SYSTEM//INITIAL ALIGNMENT
7 33401 DEPENDENT MIXTURE MODEL//HMM WITH ADDITIVE WHITE GAUSSIAN NOISE//MIXED HIDDEN MARKOV MODELS
8 9821 COUPLING FROM THE PAST//MARKOV CHAIN MONTE CARLO//GEOMETRIC ERGODICITY
9 4135 VISUAL TRACKING//OBJECT TRACKING//PARTICLE FILTER
10 21137 TARGET MOTION ANALYSIS//PSEUDOLINEAR ESTIMATOR//BEARINGS ONLY TRACKING

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