TY - JOUR
T1 - Estimations of the signal information parameters in radio engineering systems
AU - Prokopenko, Igor
AU - Omelchuk, Igor
AU - Osipchuk, Alina
AU - Daradkeh, Yousef Ibrahim
N1 - Publisher Copyright:
Copyright © 2020 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0) CMiGIN-2019: International Workshop on Conflict Management in Global Information Networks.
PY - 2019
Y1 - 2019
N2 - Radio engineering systems are used to monitor the environment and operate in difficult conditions with a large number of interferences of natural and artificial origin. Contamination of the frequency space by radiation sources places high demands on methods and means of signal processing of such systems, in particular methods of estimation of information parameters of signals, their amplitudes, phases, frequencies, modulation depths. A new approach is proposed to estimate the phase difference in VOR systems and the difference in the modulation depth of the radar signals of ground beacons of the ILS instrumental landing system using the maximum likelihood method, and based on the Fourier transform. One of the applications of the considered method in onboard computers for estimating the difference in modulation depth is shown. The stability conditions for the optimal estimation of the harmonic signal frequency to action and the parameters of impulse noise are analytically determined, which was confirmed by statistical modeling.
AB - Radio engineering systems are used to monitor the environment and operate in difficult conditions with a large number of interferences of natural and artificial origin. Contamination of the frequency space by radiation sources places high demands on methods and means of signal processing of such systems, in particular methods of estimation of information parameters of signals, their amplitudes, phases, frequencies, modulation depths. A new approach is proposed to estimate the phase difference in VOR systems and the difference in the modulation depth of the radar signals of ground beacons of the ILS instrumental landing system using the maximum likelihood method, and based on the Fourier transform. One of the applications of the considered method in onboard computers for estimating the difference in modulation depth is shown. The stability conditions for the optimal estimation of the harmonic signal frequency to action and the parameters of impulse noise are analytically determined, which was confirmed by statistical modeling.
KW - Estimation of A Signal Parameters
KW - Frequency
KW - Impulse Noise
KW - Navigation Systems
KW - Phase
KW - Robust Method
UR - http://www.scopus.com/inward/record.url?scp=85083199641&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85083199641
SN - 1613-0073
VL - 2588
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 2019 International Workshop on Conflict Management in Global Information Networks, CMiGIN 2019
Y2 - 29 November 2019
ER -