Paper
5 August 2009 Detection of Markovian signals on the background of Markovian interferences: prior uncertainty case
I. G. Prokopenko, I. P. Omelchuk, J. D. Chirka, F. J. Yanovsky
Author Affiliations +
Proceedings Volume 7502, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2009; 75021W (2009) https://doi.org/10.1117/12.838049
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2009, 2009, Wilga, Poland
Abstract
In many cases one can faced with situation of unknown and unstable statistical models of signals and interferences. It is known that markovian processes give good chance for simulation of random processes with non-Gaussian distribution. In this paper the basic approaches to synthesis of signal detection algorithms are considered under the conditions of parametrical aprioristic uncertainty of both signal and interference situations.
© (2009) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
I. G. Prokopenko, I. P. Omelchuk, J. D. Chirka, and F. J. Yanovsky "Detection of Markovian signals on the background of Markovian interferences: prior uncertainty case", Proc. SPIE 7502, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2009, 75021W (5 August 2009); https://doi.org/10.1117/12.838049
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KEYWORDS
Signal detection

Signal processing

Detection and tracking algorithms

Radar

Algorithm development

Target detection

Autoregressive models

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