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Electronics and Control Systems
Article . 2024 . Peer-reviewed
Data sources: Crossref
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Complementary Filter in Inertial-Doppler System of Navigation

Authors: Мykola Filyashkin; Yuriy Kemenyash;

Complementary Filter in Inertial-Doppler System of Navigation

Abstract

The article is devoted to filtering algorithms that are used to process flight speed data from an inertial navigation system and from a Doppler speed and angle demolition meter. It is shown that the compensation scheme and the filtering scheme, the more common name of which is the complementary filter scheme, are the most common for processing flight and navigational information in inertial-Doppler navigation systems. The paper proves the equivalence of the compensation scheme and the complementary filter scheme, and also substantiates that these schemes, unlike Kalman filtering, are simple to implement, and for design, they require the selection and setting of only one parameter - the filter time constant. A technique for choosing the optimal value of the filter time constant is proposed, which ensures the maximum accuracy of the estimated parameter, namely: the aircraft's cruising speed. The methodology is based on the analysis of error spectra of integrated systems: the inertial system - with a low-frequency error spectrum, and the Doppler system with a high-frequency spectrum. Studies of synthesized filtering schemes have been conducted.

Keywords

complementary filter, inertial navigation system, frequency characteristics, Doppler speed meter, spectral characteristics, filter’s time constant, доплерівський вимірювач швидкості, фільтр Калмана, комплементарний фільтр, інерціальна навігаційна система, частотні характеристики, взаємна компенсація та фільтрація, Kalman filter, mutual compensation and filtering, спектральні характеристики, стала часу фільтру

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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