Title :
Tracking systems for stochastic signal processing by employment of generalized algorithm
Author :
Tuzlukov, Vyacheslav P.
Author_Institution :
Inst. of Eng. Cybern., Acad. of Sci., Minsk, Byelorussia
Abstract :
The employment of the generalized algorithm creates a possibility to increase the noise immunity for complex detection systems of more than twice in comparison with using the optimal detection algorithms of signals with a priori known and unknown amplitude-phase structure. A comparative analysis of the detection characteristics of the optimal and generalized detectors is carried out. Investigation avenues to stabilization of the detection characteristics under employment of the generalized detector independent of the signal random parameters based on the tracking systems are proposed
Keywords :
noise; optimisation; random processes; signal detection; signal processing; stochastic processes; tracking; amplitude-phase structure; detection characteristics stabilisation; detection systems; generalized algorithm; generalized detectors; noise immunity; optimal detection algorithms; optimal detectors; random parameters; stochastic signal processing; tracking systems; Bandwidth; Detectors; Employment; Frequency; Noise level; Phase noise; Signal processing; Signal processing algorithms; Stochastic resonance; Stochastic systems;
Conference_Titel :
Information, Communications and Signal Processing, 1997. ICICS., Proceedings of 1997 International Conference on
Print_ISBN :
0-7803-3676-3
DOI :
10.1109/ICICS.1997.647110
