TY - JOUR
T1 - Sampling of realizations of the random field formed by the sum of Markov binary processes
AU - Goritskiy, Yu A.
AU - Kazakov, V. A.
AU - Rodriguez, D.
AU - Tejeda, F.
N1 - Publisher Copyright:
© 2017, Pleiades Publishing, Ltd.
PY - 2017/1/1
Y1 - 2017/1/1
N2 - A statistical description of the sampling and reconstruction procedure for the realizations of a random field with jumps and four possible states is given. A realization of such a field is formed by two realizations of binary Markov stochastic processes defined on two coordinate axes. The analysis of the sampling and reconstruction procedure of this field consists of two parts. In the first part, the sampling intervals are chosen based on the given probability of missing a state. In the second part, the points of state change in the realization being reconstructed are estimated, and the variances of these estimates are calculated. These variances characterize the quality of reconstruction. An example illustrating the proposed method is discussed.
AB - A statistical description of the sampling and reconstruction procedure for the realizations of a random field with jumps and four possible states is given. A realization of such a field is formed by two realizations of binary Markov stochastic processes defined on two coordinate axes. The analysis of the sampling and reconstruction procedure of this field consists of two parts. In the first part, the sampling intervals are chosen based on the given probability of missing a state. In the second part, the points of state change in the realization being reconstructed are estimated, and the variances of these estimates are calculated. These variances characterize the quality of reconstruction. An example illustrating the proposed method is discussed.
UR - http://www.scopus.com/inward/record.url?scp=85013436365&partnerID=8YFLogxK
U2 - 10.1134/S1064230717010075
DO - 10.1134/S1064230717010075
M3 - Artículo
SN - 1064-2307
VL - 56
SP - 44
EP - 51
JO - Journal of Computer and Systems Sciences International
JF - Journal of Computer and Systems Sciences International
IS - 1
ER -