Class information for:
Level 1: MODULATION CLASSIFICATION//AUTOMATIC MODULATION CLASSIFICATION//MODULATION RECOGNITION

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
35 3       TELECOMMUNICATIONS//IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS//ENGINEERING, ELECTRICAL & ELECTRONIC 110941
343 2             OFDM//IEEE TRANSACTIONS ON COMMUNICATIONS//TELECOMMUNICATIONS 18114
16143 1                   MODULATION CLASSIFICATION//AUTOMATIC MODULATION CLASSIFICATION//MODULATION RECOGNITION 697

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MODULATION CLASSIFICATION authKW 2042715 7% 94% 48
2 AUTOMATIC MODULATION CLASSIFICATION authKW 875386 3% 88% 22
3 MODULATION RECOGNITION authKW 777289 3% 90% 19
4 CYCLOSTATIONARITY authKW 740662 8% 30% 54
5 AUTOMATIC MODULATION RECOGNITION authKW 406948 1% 100% 9
6 MODULATION IDENTIFICATION authKW 376801 1% 83% 10
7 DIGITAL MODULATION CLASSIFICATION authKW 276949 1% 88% 7
8 PERIODICALLY CORRELATED RANDOM PROCESSES authKW 271299 1% 100% 6
9 AUTOMATIC MODULATION CLASSIFICATION AMC authKW 232540 1% 86% 6
10 ALMOST PERIODICALLY CORRELATED PROCESSES authKW 226082 1% 100% 5

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Telecommunications 12298 36% 0% 249
2 Engineering, Electrical & Electronic 9829 69% 0% 478
3 Statistics & Probability 752 8% 0% 59
4 Computer Science, Information Systems 336 6% 0% 44
5 Engineering, General 112 4% 0% 25
6 Transportation Science & Technology 107 2% 0% 12
7 Mathematics, Interdisciplinary Applications 98 3% 0% 22
8 Computer Science, Artificial Intelligence 89 4% 0% 25
9 Operations Research & Management Science 69 3% 0% 19
10 Automation & Control Systems 49 2% 0% 15

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ACOUST INFORMAT 45216 0% 100% 1
2 ARL CI CN 45216 0% 100% 1
3 CALIF TELECOMMUNT INFORMAT TECHNOL 45216 0% 100% 1
4 COMMUN ENGN NETWORKING 45216 0% 100% 1
5 COMMUN INFORMAT TECHNOL STIC 45216 0% 100% 1
6 DIPARTIMENTO ING ELETTR TELECOMUN 45216 0% 100% 1
7 DIPARTIMENTO INGN ELETTRON COMMUN 45216 0% 100% 1
8 DRELSSUMR 8506 45216 0% 100% 1
9 ENST URA 820 45216 0% 100% 1
10 ESYCOMGRP ESIEE 45216 0% 100% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SIGNAL PROCESSING 19107 8% 1% 53
2 IEEE TRANSACTIONS ON COMMUNICATIONS 13869 8% 1% 55
3 IEEE TRANSACTIONS ON SIGNAL PROCESSING 8946 6% 0% 45
4 DIGITAL SIGNAL PROCESSING 4937 2% 1% 14
5 IET COMMUNICATIONS 4642 2% 1% 17
6 IEEE COMMUNICATIONS LETTERS 4416 4% 0% 26
7 JOURNAL OF TIME SERIES ANALYSIS 3762 1% 1% 8
8 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS 3635 3% 0% 24
9 PROBABILITY AND MATHEMATICAL STATISTICS-POLAND 2522 0% 2% 3
10 WIRELESS PERSONAL COMMUNICATIONS 2516 2% 0% 17

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 MODULATION CLASSIFICATION 2042715 7% 94% 48 Search MODULATION+CLASSIFICATION Search MODULATION+CLASSIFICATION
2 AUTOMATIC MODULATION CLASSIFICATION 875386 3% 88% 22 Search AUTOMATIC+MODULATION+CLASSIFICATION Search AUTOMATIC+MODULATION+CLASSIFICATION
3 MODULATION RECOGNITION 777289 3% 90% 19 Search MODULATION+RECOGNITION Search MODULATION+RECOGNITION
4 CYCLOSTATIONARITY 740662 8% 30% 54 Search CYCLOSTATIONARITY Search CYCLOSTATIONARITY
5 AUTOMATIC MODULATION RECOGNITION 406948 1% 100% 9 Search AUTOMATIC+MODULATION+RECOGNITION Search AUTOMATIC+MODULATION+RECOGNITION
6 MODULATION IDENTIFICATION 376801 1% 83% 10 Search MODULATION+IDENTIFICATION Search MODULATION+IDENTIFICATION
7 DIGITAL MODULATION CLASSIFICATION 276949 1% 88% 7 Search DIGITAL+MODULATION+CLASSIFICATION Search DIGITAL+MODULATION+CLASSIFICATION
8 PERIODICALLY CORRELATED RANDOM PROCESSES 271299 1% 100% 6 Search PERIODICALLY+CORRELATED+RANDOM+PROCESSES Search PERIODICALLY+CORRELATED+RANDOM+PROCESSES
9 AUTOMATIC MODULATION CLASSIFICATION AMC 232540 1% 86% 6 Search AUTOMATIC+MODULATION+CLASSIFICATION+AMC Search AUTOMATIC+MODULATION+CLASSIFICATION+AMC
10 ALMOST PERIODICALLY CORRELATED PROCESSES 226082 1% 100% 5 Search ALMOST+PERIODICALLY+CORRELATED+PROCESSES Search ALMOST+PERIODICALLY+CORRELATED+PROCESSES

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 25370 RF FINGERPRINT//RADIOMETRIC IDENTIFICATION//SPECIFIC EMITTER IDENTIFICATION SEI
2 17102 BIT TIMING RECOVERY//CARRIER SYNCHRONIZATION//CARRIER RECOVERY
3 26785 SNR ESTIMATION//SIGNAL TO NOISE RATIO SNR ESTIMATION//DOPPLER SPREAD ESTIMATION
4 22238 STOCHASTIC STREAMFLOW GENERATION//SYNTHETIC FLOOD WAVE//PERIODIC TIME SERIES
5 15408 BISPECTRUM//HIGHER ORDER STATISTICS//HIGHER ORDER SPECTRA
6 37776 VIBRATIONS OF SOLIDS//DISCRETE CONTINUOUS MODEL//TORSIONAL SYSTEMS
7 29379 FRAME SYNCHRONIZATION//BLIND RECOGNITION//BLIND FRAME SYNCHRONIZATION
8 20130 WIDELY LINEAR MODEL//COMPLEX VALUED NEURAL NETWORKS//IMPROPER GAUSSIAN SIGNALING
9 40 COGNITIVE RADIO//SPECTRUM SENSING//COGNITIVE RADIO NETWORKS
10 9445 BLIND EQUALIZATION//BLIND CHANNEL ESTIMATION//CONSTANT MODULUS ALGORITHM

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