Persons

Савченко Юрий Васильевич
Dr. Sci. (Eng.), Prof. of the Institute of Microdevices and Control Systems, National Research University of Electronic Technology (Russia, 124482, Moscow, Zelenograd, Shokin sq., 1)

Article author

For studying this phenomenon it is necessary to perform the long-term experimental tests at specific frequencies of the system operation in different weather conditions. The problems of designing a stand-alone module for collecting and processing signals in a multi-channel radar receiver have been examined. The technical requirements, the module structure, the operating principles and parts, used in order to obtain the 24-bits accuracy, the long battery life and small size have been discussed. The data logger considered is designed for the multi-channel (up to 8 channels) 24-bits analog-to-digital conversion of analogue signals with the sampling frequency up to 200 Hz in each channel and for writing the digitized data to an SD card (up to 32 GB) during 168 hours battery operation.

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The well-known methods of solving the problem of stereovision called three-dimensional scene reconstruction assume a time-consuming process of preliminary calibration of cameras. In the paper, an approach to solving the formulated problem, not requiring calibration, has been presented. The methods of calculating the fundamental matrix have been analyzed. The triangulation algorithm, which permits to evaluate the three-dimensional relative position of the point, based on processing of a stereo pair, has been considered. A method for estimating three-dimensional coordinates has been proposed. The calculation of a fundamental matrix has been performed based on a comparison of keypoints. To determine them, the SIFT algorithm, which permits us to fix a sufficient number of reliable special points on a pair of images, has been used. For calculation of the three-dimensional coordinates a software implementation of the polynomial triangulation algorithm has been performed. This guarantees that the solution of the problem of searching the global minimum of the distance between the source and approximated points will be found. Since it is not iterative, then during realization it is characterized by a relatively high performance. The coordinates of the points have abstract values, and only their relative location is estimated, which excludes the necessity of cameras calibration. The mathematical approach used in the algorithm makes it possible to reconstruct the correct three-dimensional structure of an object.

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The most effective algorithm of the float solution determination using the Kalman filter in GPS/GLONASS systems has been considered. Special attention has been given to the problems of this algorithm implementation connected with the change of the visible satellite group. The methods of solving these problems have been offered, and the experimental estimation has been presented.

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