Treffer: Ultra-wideband beamforming by using a complex-valued spatio-temporal neural network
Title:
Ultra-wideband beamforming by using a complex-valued spatio-temporal neural network
Authors:
Source:
Neural information processing (Calcutta, 22-25 November 2004)Lecture notes in computer science. :104-109
Publisher Information:
Berlin: Springer, 2004.
Publication Year:
2004
Physical Description:
print, 6 ref
Original Material:
INIST-CNRS
Subject Terms:
Computer science, Informatique, Sciences exactes et technologie, Exact sciences and technology, Sciences appliquees, Applied sciences, Informatique; automatique theorique; systemes, Computer science; control theory; systems, Intelligence artificielle, Artificial intelligence, Connexionnisme. Réseaux neuronaux, Connectionism. Neural networks, Algorithme apprentissage, Learning algorithm, Algoritmo aprendizaje, Algorithme rétropropagation, Backpropagation algorithm, Algoritmo retropropagación, Formation voie, Beam forming, Formación haz, Réseau multicouche, Multilayer network, Red multinivel, Réseau neuronal, Neural network, Red neuronal, Rétropropagation, Backpropagation, Retropropagacíon, Neurobiologie, Neurone biologique, Réseau neuronal spatiotemporel
Document Type:
Konferenz
Conference Paper
File Description:
text
Language:
English
Author Affiliations:
Department of Electrical Engineering, Institut Teknologi Bandung, Jl. Ganesha No. 10, Bandung, Indonesia
Department of Electrical and Electronics Engineering, The University of Tokyo, Japan
Department of Electrical and Electronics Engineering, The University of Tokyo, Japan
ISSN:
0302-9743
Rights:
Copyright 2005 INIST-CNRS
CC BY 4.0
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
CC BY 4.0
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
Notes:
Computer science; theoretical automation; systems
Accession Number:
edscal.16442884
Database:
PASCAL Archive
Weitere Informationen
We propose an ultra-wideband (UWB) beamforming technique by using a spatio-temporal complex-valued multilayer neural network (ST-CVMLNN). The complex-valued backpropagation through time (CV-BPTT) is employed as a learning algorithm. The system is evaluated with an ultra-wideband monocycle signal. Preliminary simulation results in suppression of UWB interferer and in steering for desired UWB signal, demonstrating the applicability of the proposed system.