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Document type:
Zeitschriftenaufsatz 
Author(s):
Stankovic, Z.; Doncov, N.; Milovanovic, B.; Russer, J.; Milovanovic, I.; Agatonovic, M. 
Title:
Localization of Stochastic Electromagnetic Sources by Using Correlation Matrix Trained MLP Neural Network 
Abstract:
In this paper, MLP neural network-based approach is proposed for an efficient direction of arrival (DOA) estimation of multiple narrow-band electromagnetic sources of stochastic nature in far-field. Neural network is trained to perform the mapping from the space of signals described by correlation matrix, obtained by signal sampling in far-field scan area, to the space of DOA in angular positions. Accuracy and efficiency of the proposed approach is validated on two examples determi...    »
 
Keywords:
Stochastic electromagnetic sources, DOA estimation, MLP neural network, correlation matrix. 
Journal title:
Mikrotalasna Revija – Microwave Review 2 (9), 2013, 44-49 
Year:
2013 
Year / month:
2013-12 
Quarter:
4. Quartal 
Month:
Dec 
Pages contribution:
44 - 49 
Reviewed:
ja 
Language:
en