Causal Rate Distortion Function and Relations to Filtering Theory

2011/04/05 by Photios A. Stavrou, Stavrou, Photios A., Charalambos D. Charalambous +1
Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Target Tracking and Data Fusion in Sensor Networks #Wireless Communication Security Techniques

paper · pdf · doi:10.48550/arxiv.1104.0862

openalex publication_date 2011/04/05 · openalex created_date 2016/06/24 · openalex updated_date 2026/07/28

Abstract

A causal rate distortion function is defined, its solution is described, and its relation to filtering theory is discussed. The relation to filtering is obtained via a causal constraint imposed on the reconstruction kernel to be realizable.

Related

• Realizable Rate Distortion Function and Bayesian FIltering Theory
• Causal Rate Distortion Function on Abstract Alphabets and Optimal Reconstruction Kernel
• Causal Rate Distortion Function on Abstract Alphabets: Optimal Reconstruction and Properties
• Optimal Causal Inference: Estimating Stored Information and Approximating Causal Architecture
• Sub-ideal causal smoothing filters for real sequences