TY - GEN
T1 - Optimal and suboptimal reconstruction of non Gaussian realizations on the output of non linear converters
AU - Kazakov, Vladimir
AU - Olvera, Yair
PY - 2011
Y1 - 2011
N2 - Two algorithms of sampling reconstruction procedures of non Gaussian processes are investigated. The optimal algorithm is analyzed on the basis of the conditional mean rule and cumulant functions. In this case the error reconstruction function depends on the given samples and on the probability density function of the given process. The non optimal algorithm is only based on the covariance function of the output process. We investigate the non Gaussian processes on the output of exponential and polynomial converters driven by the Gaussian Markov process. Comparison of both algorithms is given.
AB - Two algorithms of sampling reconstruction procedures of non Gaussian processes are investigated. The optimal algorithm is analyzed on the basis of the conditional mean rule and cumulant functions. In this case the error reconstruction function depends on the given samples and on the probability density function of the given process. The non optimal algorithm is only based on the covariance function of the output process. We investigate the non Gaussian processes on the output of exponential and polynomial converters driven by the Gaussian Markov process. Comparison of both algorithms is given.
KW - Conditional mean rule
KW - Non Gaussian process
KW - Non linear converter
KW - Non optimal algorithm
KW - Optimal algorithm
KW - Sampling - Reconstruction Procedure
UR - http://www.scopus.com/inward/record.url?scp=82555185624&partnerID=8YFLogxK
M3 - Contribución a la conferencia
AN - SCOPUS:82555185624
SN - 9781618040053
T3 - Recent Researches in Telecommunications, Informatics, Electronics and Signal Processing - TELE-INFO'11, MINO'11, SIP'11
SP - 59
EP - 64
BT - Recent Researches in Telecommunications, Informatics, Electronics and Signal Processing - TELE-INFO'11, MINO'11, SIP'11
T2 - 10th WSEAS International Conf. on Telecommunications and Informatics, TELE-INFO'11, 10th WSEAS International Conference on Microelectronics, Nanoelectronics, Optoelectronics, MINO'11, 10th WSEAS International Conference on Signal Processing, SIP'11
Y2 - 27 May 2011 through 29 May 2011
ER -