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Information × Registration Number 0221U100511, 0119U100155 , R & D reports Title Algorithms and software for signal processing for mobile radiomonitoring complex popup.stage_title Head Tsyporenko Vitaliy V., Кандидат технічних наук Registration Date 05-01-2021 Organization Zhytomyr Polytechnic State University popup.description2  A method, mathematical and software model, algorithm for searchless spectral method of dispersion-correlation radio direction finding for a large antenna base have been developed. The optimization of the searchless spectral method of dispersion-correlation radio direction finding for a large antenna base and algorithm of the searchless spectral correlation-interferometric direction finding of radio emissions with an extended spectrum are performed. An analytical study of the main properties of the developed direction-finding algorithms: accuracy, speed, noise immunity is performed. Comparative results of modeling and experimental studies of methods for determining the spatial location and parameters of motion of objects in a mobile complex of radio monitoring on digital video images are obtained. An algorithm for working with an information system to determine and control the parameters of the movement of objects with software and algorithmic processing of video images. Modeling of the device layout for measuring the parameters of the movement of objects with the integration of two measurement channels. Preparation and optimization of research results of the current model are performed. Neural network method of classification and analysis of obstacles in autonomous navigation of the mobile direction finding system. Neural network development, training on a pre-selected training sample, optimization of neural network settings, formation of requirements for synthesized data used in neural network training have been performed. The synthesis of the training set for neural network training, neural network training on the synthesized data, optimization of the neural network architecture and verification of its operability are performed. The research of data mining algorithms is carried out, models for data analysis. The research of clustering algorithms, correlation analysis, simplified Bayesian algorithm for obtaining different representation of data is carried out. Product Description popup.authors Zubareva Natalia V. Levkivskiy Vitaliy L. Lugovyh Oksana O. Podunai Anna Ya Sazonov Artem Yu. Tsyporenko Vitaliy V popup.nrat_date 2021-03-17 Close