Wireless Video Monitoring of the Megacities Transport Infrastructure
Abstract
The article discusses the development of megacities transport infrastructure. The problem of traffic congestion is touched upon, the task of optimal road design is justified. In the context of these issues gives a system of wireless video monitoring of traffic flows on base of digital panoramic video images. The main objective is to obtain a universal mathematical model for the description of a radio signal with any type of digital modulation. This will greatly facilitate the parametric calculation of the radio channel for image transmission and the design of the monitoring system. The objective is achieved by applying the Fourier method of separation of variables in combination with computer simulation methods. As result, a highly accurate universal mathematical model of radio signal with digital modulation is proposed. The scientific novelty of the model is that it allows to simulate the propagation of a radio signal with an arbitrary waveform. Thanks to this, the model covers almost all common types of digital modulation of the radio signal. In addition, the model takes into account the internal noise of the equipment and the external interference of the radio channel. The article describes in detail the process of solving the wave equation, underlying the model. Examples of modeling are given, the advantages and disadvantages of the model are indicated. Recommendations are made on its use for calculating radio channels and designing systems for analyzing and developing the transport infrastructure of a megacity.
Keywords
References
Barhotkin, V. A., E. I. Minakov, D. S. Kalistratov, and M. P. Kochetkov. “Methods of Artificial Intelligence in the Tasks of Information and Measuring Analysis and Digital Processing of Quasistationary Aerovideoimages.” 2016 International Conference on Actual Problems of Electron Devices Engineering (APEDE) (September 2016). doi:10.1109/apede.2016.7879017.
Barhotkin, V. A., E. I. Minakov, D. S. Kalistratov, and M. P. Kochetkov. “Methods of Digital Filtering in the Tasks of Information and Measuring Analysis and Compression of Panoramic Videoimages of Road Traffic.” 2016 International Conference on Actual Problems of Electron Devices Engineering (APEDE) (September 2016). doi:10.1109/apede.2016.7879018.
Kalistratov D.S., Minakov E.I., Barkhotkin V.A., Kiselev A.P. “Statistical analysis and compression of digital aerial video images of traffic flows: monograph”. Tula: Publishing House of TSU (2016).
Minakov E.I., Kalistratov D.S. “The method of geometric stabilization of quasi-stationary aerovideo images in video monitoring information-measuring systems”. Bulletin of Computer and Information Technologies 4(2016): 46–49.
Agureyev I.E., Minakov E.I., Kalistratov D.S., Kiselev A.P., Frolov N.A. “The method of geometric reconstruction of the asphalt pavement projection in the problems of statistical analysis and compression of aerial video images of traffic flows”. Izvestiya of Tula State University. Technical science 3 (2017): 200–205.
Veloni A., Miridakis N., Boukouvala E. “Digital and Statistical Signal Processing”, CRC Press. (2018).
Hanus, Robert, Damian Mazur, and Christian Kreischer, eds. “Methods and Techniques of Signal Processing in Physical Measurements.” Lecture Notes in Electrical Engineering (2019). doi:10.1007/978-3-030-11187-8.
Sabu M. Thampi-Oge Marques, Sri Krishnan-Kuan-Ching Li, Ciuonzo D., Maheshkumar H. Kolekar (Eds.).“ Advances in Signal Processing and Intelligent Recognition Systems”, Springer. (2018). doi:10.1007/2F978-3-319-04960-1.
Alexander W., Williams C. “Digital Signal Processing: Principles, Algorithms, and System Design”, Academic Press. (2017)
Songlin Sun. “Signal and Information Processing, Networking and Computers”, Springer. (2018).
N. Suresh Kumar, Arun Kumar Sangaiah, M. Arun, S. Anand. “Advanced Image Processing Techniques and Applications”, IGI Global. (2017).
Gazi, Orhan. “Understanding Digital Signal Processing.” Springer Topics in Signal Processing (2018). doi:10.1007/978-981-10-4962-0.
ARRL Inc. “The ARRL Handbook for Radio Communications; Volume 2: Practical Design & Principles PART 1”, ARRL, the National Association for Amateur Radio. (2018).
ARRL Inc. “The ARRL Handbook for Radio Communications. The Comprehensive RF Engineering Reference”, ARRL, the National Association for Amateur Radio. (2017).
Dogerty Martin Jr. “Drones. Full illustrative guide to Unmanned Aerial Vehicles”, Grand Master. (2017).
Feher, Kamilo. Wireless digital communications: modulation & spread spectrum applications. Prentice-Hall, Inc., 1995.
Proakis J.G. “Digital Communication: Ed. 5”, New York: MCGraw-Hill.(1989).
Kirkwood J. “Mathematical Physics with Partial Differential Equations”, Academic Press. (2012).
Donald H Menzel. “Mathematical Physics”, New York: Dover Publications, Inc.(1961).
Martinson L.K., Malov Yu.I. “Differential equations of mathematical physics”. Moscow: Publishing House of Moscow State Technical University. Bauman.(2002).
DOI: 10.28991/cej-2019-03091309
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