Statistical, neural-network and combined algorithms for finding coordinates of radiations sources in spatially distributed radio monitoring systems

E. A. Kirsanov; Alexander A. Sirota

doi:10.3103/S0735272712050044

Authors

E. A. Kirsanov Zhukovsky–Gagarin Air Force Academy, Russian Federation
Alexander A. Sirota Voronezh State University, Russian Federation https://orcid.org/0000-0002-5785-8513

DOI:

https://doi.org/10.3103/S0735272712050044

Keywords:

location finding, neural-network algorithm, radio monitoring, network system

Abstract

A universal neural-network algorithm for calculating coordinates of a fixed radiation source in network spatially distributed radio monitoring systems despite the sensor cell’s shape is considered. Comparative analysis of a neuron-network algorithm when it is compared to statistically optimal and combined algorithms during implementation of differential-range, range and angle methods of location finding is conducted.

References

V. I. Afanasiev, E. А. Kirsanov, and А. А. Sirota, “Neural-network and statistically optimal coordinate estimation algorithms for finding radiation sources in multi-position radio systems,” Radiotekhnika, No. 10, 87 (2003).
A. A. Sirota and E. A. Kirsanov, “Statistically Optimal and Neural-Network Algorithms for Estimation of Source’s Coordinates with Integration of Information in Angle-Measuring and Difference-Type Range-Measuring Multi-Position Radio Systems,” Izv. Vyssh. Uchebn. Zaved., Radioelektron. 48(3), 63 (2005); Radioelectron. Commun. Syst. 48(3), 44 (2005).
A. A. Sirota and E. A. Kirsanov, “The Neural-Network and Statistical Algorithms for Estimating Coordinates of a Source of Radio Radiation in Multi-Position Radio Systems in the Presence of Abnormal Errors of Primary Parameter Measurement,” Izv. Vyssh. Uchebn. Zaved., Radioelektron. 49(4), 19 (2006); Radioelectron. Commun. Syst. 49(4), 12 (2006).
Yu. А. Gromakov, А. V. Severin, and V. А. Shevtsov, Technologies of Location Finding in GSM and UMTS (Eko-Trends, Moscow, 2005) [in Russian].
А. Anikin, “Finding location of a mobile target using nanoLOG technology by NANONET,” Bespovodnyie Tekhnologii, No. 3, 38 (2007).
S. Dmitriyev, K. Yekimov, S. Kiprushkin, and А. Moshchevikin, “Study of possibilities of using nanoLOG tehcnologies,” Bespovodnyie Tekhnologii, No. 3, 52 (2008).