A q-Parameterized Deterministic Annealing EM Algorithm Based on Nonextensive Statistical Mechanics
- Author
- WENBIN GUO1 ; SHUGUANG CUI2
[1] School of Telecommunication Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China
[2] Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, United States - Source
IEEE transactions on signal processing. 2008, Vol 56, Num 7, pp 3069-3080, 12 p ; 2 ; ref : 34 ref
- CODEN
- ITPRED
- ISSN
- 1053-587X
- Scientific domain
- Telecommunications
- Publisher
- Institute of Electrical and Electronics Engineers, New York, NY
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Blind detection DAEM EM Tsallis entropy estimation nonextensive mechanics
- Keyword (fr)
- Algorithme EM Algorithme déterministe Approche déterministe Borne inférieure Classification automatique Classification signal Communication donnée Entropie Estimation canal Estimation paramètre Identification aveugle Interconnexion Mécanique statistique Performance algorithme Recuit Système télécommunication Taux convergence Théorie mélange Traitement signal Méthode de mélange fini
- Keyword (en)
- EM algorithm Deterministic algorithms Deterministic approach Lower bound Automatic classification Signal classification Data communication Entropy Channel estimation Parameter estimation Blind identification Interconnection Statistical mechanics Algorithm performance Annealing Telecommunication system Convergence rate Mixture theory Signal processing Finite mixture method
- Keyword (es)
- Algoritmo EM Enfoque determinista Cota inferior Clasificación automática Entropía Estimación canal Estimación parámetro Identificación ciega Interconexión Mecánica estadística Resultado algoritmo Recocido Sistema telecomunicación Relación convergencia Teoría mezcla Procesamiento señal
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A1 Signal representation. Spectral analysis
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A2 Detection, estimation, filtering, equalization, prediction
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05D Miscellaneous
- Discipline
- Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 20460880
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1109/TSP.2008.919640 
https://dx.doi.org/10.1109/TSP.2008.919640
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