Entropy approach to the investigation of information capabilities of adaptive radio engineering system in conditions of intrasystem uncertainty
Энтропийный подход к исследованию информационных возможностей адаптивной радиоэлектронной системы в условиях внутрисистемной неопределённости
2015-06-01
SCID: 54.1/6twwq9s2
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Shannon entropyadaptive radio engineering systemadaptive signal processingentropy approachintrasystem uncertainty
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Abstract (AI)
The Shannon entropy metric modified for solving the problem of estimating the information capabilities of adaptive radio engineering system in conditions of intrasystem uncertainty has been considered. The application of entropy approach was shown as a tool of the generalized representation of known criteria of adaptive signal processing during the intrasystem perturbations of system parametric vector.
Key Findings
1
A modified Shannon entropy metric is proposed to estimate information capabilities of adaptive radio engineering systems under intrasystem uncertainty.
2
The entropy-based approach provides a generalized representation of known adaptive signal processing criteria during intrasystem perturbations of the system parameter vector.
3
The study demonstrates that entropy methods can be applied as a tool for analyzing adaptive system performance when system parameters are perturbed internally.
Research Object
Adaptive radio engineering system operating under intrasystem uncertainty
Research Subject
Estimation of information capabilities using a modified Shannon entropy metric and the application of an entropy-based framework to generalize criteria of adaptive signal processing under intrasystem perturbations of the system parametric vector
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2015-06-01
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