Open AccessMethods of monitoring and control of parameters of signals and elements of the mobile communication network when solving the problem of electromagnetic compatibility
Author(s) -
Yulia Koliadenko,
Mykyta Chursanov,
Oleksii Koliadenko
Publication year - 2020
Publication title -
problemi telekomunìkacìj
Language(s) - English
Resource type - Journals
ISSN - 2220-6922
DOI - 10.30837/pt.2020.2.01
Subject(s) - computer science , kalman filter , attenuation , signal processing , algorithm , electronic engineering , real time computing , radar , telecommunications , artificial intelligence , engineering , physics , optics
To ensure the electromagnetic compatibility of mobile networks, it is necessary to monitor and control: radio frequency resource, frequency and power of signals in the allocated frequency resource, group delay time, resistance parameters to linear attenuation and attenuation associated with multi-beam signal transmission, polarization signal parameters, location (coordinates) of moving sources. The evaluation of parameters based on the results of measurements is currently carried out based on observations, and decision-making is carried out based on sample statistics. The use of methods for measuring the parameters of network elements and communication signals against the background of thermal noise is proposed. The measurement methods are based on the recursive Robbins-Monroe algorithm for estimating such parameters as random variables and the recursive Kalman-Bussey algorithm for estimating random processes. The efficiency analysis of recursive algorithms of optimal estimation of random variables and random processes is carried out. The advantage of recursive estimation methods is that, in practice, they are more effective than statistical processing methods, as they provide real-time estimation and do not require a waste of time for accumulation and processing. In addition to noise, extraneous signals are concentrated in the spectrum with the measured signal in radio communication channels. This fact determines the problem relevance of extracting from the additive mixture of signals and interference of useful signals that come from measurements. Methods for measuring the parameters of network elements and communication signals in the conditions of external signals have been developed. The possibility of using in the meters of parameters of mobile communication networks adaptive noise compensators with adaptive reference reception channel is considered, reducing the power of extraneous signals by 20 … 30 decibels and more.