An adaptive filtering algorithm of maneuvering target motion parameters due to Pulse-Doppler radar
Journal Title: Вісник НТУУ КПІ. Серія Радіотехніка, Радіоапаратобудування - Year 2012, Vol 0, Issue 51
Abstract
Introduction. Beside the spatial coordinates of the target, Pulse-Doppler radar measures its radial velocity, which allows effective selection of moving targets, as well as their tracking. In solving problems of secondary processing of radar data due to the Pulse-Doppler radar the parameters of maneuvers which the target makes are usually unknown. Therefore the synthesis of an adaptive trajectory filtering is of great practical importance. In this article optimal and quasi-optimal adaptive filtering algorithms of the maneuvering target motion parameters due to the Pulse-Doppler radar are synthesized on the base of a mixed Markov processes apparatus in discrete time. Problem statement. The system model of maneuvering target in the cartesian coordinate system and the linearized measurement equation are presented. Theoretical justification. In this section optimal and quasi-optimal adaptive filtering algorithms of the maneuvering target motion parameters are synthesized. Their implement device belongs to a class of devices with feedback between the channels. The algorithms also calculate posterior probabilities of the maneuvers types. Simulation results. Analysis of the quasi-optimal adaptive algorithm is carried out as an example of tracking maneuvering targets with three types of maneuvers using the statistical modeling. Conclusions. The actual target location errors are in good agreement with the errors calculated adaptive filter. The developed algorithm can correctly identify types of motion with a high probability.
Authors and Affiliations
O. Neuimin, S. Zhuk
Keywords
Related Articles
- EP ID EP309140
- DOI 10.20535/RADAP.2012.51.58-67
- Views 101
- Downloads 0
Dynamics of Bioimpedance Parameters on Three Frequencies During Ultrafiltration
Background/Aim. At present, methods based on the analysis of non-invasively measured parameters of electrical bioimpedance for the diagnosis of the patient's biohydrality are of interest. The purpose of this article is t...
Mathematical description and formalization types of distortion in a digital communication channel with OFDM-signals
Introduction. OFDM technology is widely used in digital television, broadcasting and communication systems. The biggest OFDM advantage is its high spectral efficiency. But the high spectral efficiency needs high-quality...
Automatization of solving the extremal problems on graphs in radioelectronic apparatus design
Possibilities of solving by MS Excel Add-in Solver the REA design problems modeled as the extremal graph problems are considered. Offered problem models enable to find extreme paths and minimum vertex covers (minimum spi...
Reliability of protection of the information of a system of an electronic digital signature
The construction of an electronic digital signature, reliability both compound, and system is reviewed. The guidelines concerning a reliability augmentation of a system of an electronic digital signature are adduced.
Analysis of firmness of different strategies of optimization of analog circuits
The problem of designing of analog circuits is presented in the generalized formulation. Generalization consists in possibility of refusal of performance of laws of Kirchhoff during designing process at their uncondition...