IMBEDDED CONSTRUCTION OF STATIONARY-SEQUENCES AND POINT-PROCESSES WITH A RANDOM MEMORY

被引:12
作者
BREMAUD, P
MASSOULIE, L
机构
[1] Laboratoire des Signaux et Systèmes, CNRS-ESE, Plateau de Moulon, Gif-sur-Yvette
关键词
POINT PROCESSES; STOCHASTIC INTENSITY KERNELS; (A; M)-PROCESSES; ASYMPTOTIC STATIONARITY; COUPLING;
D O I
10.1007/BF01158695
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We show convergence in variation to a unique stationary state for a class of point processes (respectively, stochastic sequences) with stochastic intensity kernels (respectively, transition probabilities) including the (A,m)-processes of Lindvall [12]. This is done under two basic conditions: first, the random memory of the processes considered is consistent or non-reusable (that is, past information not used at a given time cannot be recalled at a later time) and secondly, the kernels have a deterministic fixed component for which the memory is almost surely finite.
引用
收藏
页码:213 / 234
页数:22
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