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Scholars Journal of Engineering and Technology | Volume-4 | Issue-12
Model of complex weighting coefficients of adaptive spatial filtering algorithm based on conjugate gradient method
Kostiantyn V. Herasymenko
Published: Dec. 30, 2016 |
239
126
DOI: 10.21276/sjet.2016.4.12.7
Pages: 599-605
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Abstract
In recent years, GPS, GLONASS and other global navigation satellite systems (Galileo, BeiDou, IRNSS,
QZSS) are widely used in both civilian and military applications for navigation, positioning, distance measurement,
missile guidance, time synchronization and other applications. However, GPS, GLONASS, Galileo etc. signals are very
weak and easily fall under the influence of radio frequency interference. Suppression GPS, GLONASS, Galileo etc.
signals can have different types, intentional or not intentional. The paper presents a comprehensive definition of the
weighting coefficients of adaptive spatial filtering algorithm based on conjugate gradient method. A distinctive feature of
this model is the use of quasi-Newton method for finding the minimum objective function – conjugate gradient method;
it can significantly reduce the computational cost of the calculation, while ensuring a given level of noise suppression.
The research of potential characteristics of the adaptive interference compensator while suppressing to three interferences
showed that the adaptive compensator allows doing the noise suppression for amount of interferences with the level of no
worse than 40 dB.