Class information for:
Level 1: DISTRIBUTED DETECTION//DECENTRALIZED DETECTION//DISTRIBUTED ESTIMATION

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
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
58 3       ROBOTICS//AUTOMATION & CONTROL SYSTEMS//JOURNAL OF GUIDANCE CONTROL AND DYNAMICS 94289
1984 2             MULTI AGENT SYSTEMS//FORMATION CONTROL//DISTRIBUTED ESTIMATION 5967
11578 1                   DISTRIBUTED DETECTION//DECENTRALIZED DETECTION//DISTRIBUTED ESTIMATION 998

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DISTRIBUTED DETECTION authKW 2296775 12% 59% 123
2 DECENTRALIZED DETECTION authKW 1662824 6% 85% 62
3 DISTRIBUTED ESTIMATION authKW 958809 11% 29% 106
4 DECISION FUSION authKW 393021 6% 23% 55
5 DECENTRALIZED ESTIMATION authKW 321224 2% 44% 23
6 SENSOR NETWORKS authKW 182351 13% 4% 133
7 IEEE TRANSACTIONS ON SIGNAL PROCESSING journal 177528 24% 2% 239
8 ERROR EXPONENT authKW 166851 4% 14% 37
9 CENSORING SENSORS authKW 157892 1% 100% 5
10 WIRELESS SENSOR NETWORKS authKW 135699 18% 2% 181

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Engineering, Electrical & Electronic 19335 80% 0% 797
2 Telecommunications 12122 30% 0% 297
3 Computer Science, Information Systems 4087 17% 0% 171
4 Engineering, Aerospace 2520 8% 0% 78
5 Automation & Control Systems 491 5% 0% 50
6 Computer Science, Cybernetics 295 2% 0% 17
7 Computer Science, Theory & Methods 207 5% 0% 46
8 Transportation Science & Technology 97 1% 0% 14
9 Instruments & Instrumentation 50 3% 0% 31
10 Computer Science, Hardware & Architecture 31 1% 0% 13

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SENSE SENSE ABIL 63157 0% 100% 2
2 SENSOR SIGNAL INFORMAT PROC SENSIP 42103 0% 67% 2
3 SENSIP 33678 0% 27% 4
4 ADV WIRELESS ACCESS 31578 0% 100% 1
5 ARC SPECIAL AFFILIATED PROGRAM ICT 31578 0% 100% 1
6 ARC SPECIAL ULTRA BROAD BAND INFORMAT NET 31578 0% 100% 1
7 AUTOMAT SYST CONTROL INFORMAT PROC 31578 0% 100% 1
8 CODES SIGNAL DESIGN 31578 0% 100% 1
9 DIITE 31578 0% 100% 1
10 ELECT ENGN SYST ENSGN 31578 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON SIGNAL PROCESSING 177528 24% 2% 239
2 IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS 37436 7% 2% 73
3 IEEE TRANSACTIONS ON INFORMATION THEORY 25425 9% 1% 88
4 IEEE SIGNAL PROCESSING LETTERS 12071 4% 1% 42
5 INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 6373 2% 1% 24
6 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS 6039 4% 1% 37
7 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS 4567 1% 1% 14
8 IEEE SIGNAL PROCESSING MAGAZINE 3180 1% 1% 10
9 SIGNAL PROCESSING 2704 2% 0% 24
10 EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING 2635 2% 1% 15

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 DISTRIBUTED DETECTION 2296775 12% 59% 123 Search DISTRIBUTED+DETECTION Search DISTRIBUTED+DETECTION
2 DECENTRALIZED DETECTION 1662824 6% 85% 62 Search DECENTRALIZED+DETECTION Search DECENTRALIZED+DETECTION
3 DISTRIBUTED ESTIMATION 958809 11% 29% 106 Search DISTRIBUTED+ESTIMATION Search DISTRIBUTED+ESTIMATION
4 DECISION FUSION 393021 6% 23% 55 Search DECISION+FUSION Search DECISION+FUSION
5 DECENTRALIZED ESTIMATION 321224 2% 44% 23 Search DECENTRALIZED+ESTIMATION Search DECENTRALIZED+ESTIMATION
6 SENSOR NETWORKS 182351 13% 4% 133 Search SENSOR+NETWORKS Search SENSOR+NETWORKS
7 ERROR EXPONENT 166851 4% 14% 37 Search ERROR+EXPONENT Search ERROR+EXPONENT
8 CENSORING SENSORS 157892 1% 100% 5 Search CENSORING+SENSORS Search CENSORING+SENSORS
9 WIRELESS SENSOR NETWORKS 135699 18% 2% 181 Search WIRELESS+SENSOR+NETWORKS Search WIRELESS+SENSOR+NETWORKS
10 NEYMAN PEARSON DETECTION 110518 1% 50% 7 Search NEYMAN+PEARSON+DETECTION Search NEYMAN+PEARSON+DETECTION

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 16154 DISTRIBUTED ESTIMATION//ADAPTIVE NETWORKS//DISTRIBUTED OPTIMIZATION
2 20868 LOCALLY OPTIMUM//LOCALLY OPTIMUM DETECTION//COMPOSITE SIGNAL DETECTION
3 18154 SEQUENTIAL DETECTION//SHIRYAEV ROBERTS PROCEDURE//QUICKEST CHANGE DETECTION
4 8293 IEEE TRANSACTIONS ON INFORMATION THEORY//ERROR EXPONENT//JOINT SOURCE CHANNEL CODING
5 21383 DISTRIBUTED VIDEO CODING//DISTRIBUTED SOURCE CODING//WYNER ZIV CODING
6 27929 EMBEDDED DEBUGGING//SENSING FAULT TOLERANCE//INDOOR WIRELESS COMMUNICATION SYSTEMS
7 28769 COUPLED TASKS//PULSE INTERLEAVING//DWELL SCHEDULING
8 43 WIRELESS SENSOR NETWORKS//NETWORK LIFETIME//SENSOR NETWORKS
9 35378 COLLABORATIVE BEAMFORMING//DISTRIBUTED COLLABORATIVE BEAMFORMING//ANGULAR DISTRIBUTION SPREAD
10 6219 COVARIANCE INFORMATION//ROBUST FILTERING//UNCERTAIN OBSERVATIONS

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