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A radio channel emulator for WCDMA, based on the hidden Markov model (HMM)
Umbert Juliana, Anna; Díaz Romero, M. del Pilar
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. GRCM - Grup de Recerca en Comunicacions Mòbils
One of the main development and research subjects within the telecommunications area activity is the 3G mobile systems standardisation. The radio access is, of course, the main trouble in mobile systems, so it is important to investigate its implication. This paper describes a radio channel emulator for the UTRA-FDD made, based on the hidden Markov model (HMM). Since a statistical system behaviour is needed to train the HMM, off-line simulations have been made. The results between simulated and emulated statistics are presented. The use of emulation models implies a loss of accuracy with respect to simulation models, but is adequate to operate in real time. Certainly, the main advantage of using HMM in the emulator is the huge reduction in time, resources and effort with regard to a real simulation of the system. The emulator will allow in future works, for fast testing and comparison of several higher layer protocols and error control schemes.
Peer Reviewed
-Àrees temàtiques de la UPC::Enginyeria de la telecomunicació
-Telecommunication
-Packet radio networks
-Broadband networks
-Code division multiple access
-Hidden Markov models
-Standardisation
-Land mobile radio
-Radio access networks
-Statistical analysis
-Protocols
-Telecomunicació
Artículo - Versión publicada
Objeto de conferencia
Institute of Electrical and Electronics Engineers (IEEE)
         

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Umbert Juliana, Anna; Díaz Romero, M. del Pilar
Umbert Juliana, Anna; Díaz Romero, M. del Pilar