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Journal Achievements of Modern Radioelectronics №8 for 2015 г.
Article in number:
Weight vector jitter: from «linear» adaptive antenna array to neural network
Keywords:
adaptive systems
adaptive antenna arrays
neural networks
weight vector jitter
correlation function
output power
Authors:
S.V. Zimina - Ph.D. (Phys.-Math.), Associate Professor, Lobachevsky State University Nizhni Novgorod. E-mail: zimina-sv@yandex.ru
Abstract:
In the article are present the results of adaptive systems statistical analysis, which structure become more difficult - adaptive antenna array without nonlinear function in loop of feedback, adaptive antenna array with nonlinear function in loop of feedback, neural network with weight vector jitter. It is shown, that weight vector jitter leads to appearance new terms in the formulas of correlation function and power of these adaptive systems output signal and distortions of signal, which are filtered by these adaptive systems.
Pages: 62-70
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