On the Complexity Reduction of Coding WSS Vector Processes by Using a Sequence of Block Circulant Matrices.

In the present paper, we obtain a result on the rate-distortion function (RDF) of wide sense stationary (WSS) vector processes that allows us to reduce the complexity of coding those processes. To achieve this result, we propose a sequence of block circulant matrices. In addition, we use the propose...

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Detalles Bibliográficos
Autores: Gutiérrez-Gutiérrez, J. (Jesús)|||/items/c66a6378-3f3e-46d7-a0f2-019fd93a086f, Zárraga-Rodríguez, M. (Marta de)|||/items/d20f8020-3353-4b8b-865d-6007163d7c23, Insausti-Sarasola, X. (Xabier)|||/items/c73c592e-62ec-4953-8589-5da99ac84ad7, Hogstad, B.O. (Bjorn Olav)|||/items/efdc80c2-026e-4122-b61a-85524235f728
Tipo de recurso: artículo
Fecha de publicación:2017
País:España
Institución:Universidad de Navarra
Repositorio:Dadun. Depósito Académico Digital de la Universidad de Navarra
Idioma:inglés
OAI Identifier:oai:dadun.unav.edu:10171/120104
Acceso en línea:https://hdl.handle.net/10171/120104
Access Level:acceso abierto
Palabra clave:Rate-distortion function
Source coding
WSS vector process
Block circulant matrix
Filtering
Descripción
Sumario:In the present paper, we obtain a result on the rate-distortion function (RDF) of wide sense stationary (WSS) vector processes that allows us to reduce the complexity of coding those processes. To achieve this result, we propose a sequence of block circulant matrices. In addition, we use the proposed sequence to reduce the complexity of filtering WSS vector processes.