48 citations · 143 across the 47 of their papers we have counts for
6 papers · 1 filter
Nonanticipative Rate Distortion Function and Filtering Theory: A weak Convergence Approach
Photios A. Stavrou, Charalambos D. Charalambous
In this paper the relation between nonanticipative rate distortion function (RDF) and Bayesian filtering theory is further investigated on general Polish spaces. The relation is es…
On the relation of nonanticipative rate distortion function and filtering theory
Charalambos D. Charalambous, Photios A. Stavrou
In this paper the relation between nonanticipative rate distortion function (RDF) and Bayesian filtering theory is investigated using the topology of weak convergence of probabilit…
Nonanticipative Rate Distortion Function and Relations to Filtering Theory
Charalambos D. Charalambous, Photios A. Stavrou, Nasir U. Ahmed
The relation between nonanticipative Rate Distortion Function (RDF) and filtering theory is discussed on abstract spaces. The relation is established by imposing a realizability co…
Realizable Rate Distortion Function and Bayesian FIltering Theory
Photios A. Stavrou, Charalambos D. Charalambous, Christos K. Kourtellaris
The relation between rate distortion function (RDF) and Bayesian filtering theory is discussed. The relation is established by imposing a causal or realizability constraint on the…
Causal Rate Distortion Function on Abstract Alphabets: Optimal Reconstruction and Properties
Photios A. Stavrou, Charalambos D. Charalambous, Christos K. Kourtellaris
A causal rate distortion function with a general fidelity criterion is formulated on abstract alphabets and a coding theorem is derived. Existence of the minimizing kernel is shown…
Directed Information on Abstract spaces: Properties and Extremum Problems
Charalambos D. Charalambous, Photios A. Stavrou
This paper describes a framework in which directed information is defined on abstract spaces. The framework is employed to derive properties of directed information such as convexi…