Paper Info
Title
The Sum-Rate-Distortion Region of Correlated Gauss-Markov Sources.
Abstract
Efficient low-delay video encoders are of fundamental importance to provide timely feedback in remotely controlled platforms such as drones. In order to fully understand the theoretical limits of low-delay video encoders, we consider an ideal differential predictive coded modulation (DPCM) encoder and provide the explicit derivation of the sum-rate-distortion region for a generic number of successive correlated Gauss-Markov sources along the line of the work by Ma and Ishwar. Furthermore, we provide an upper bound on the minimum distortion achievable in case an arbitrary number of sources are not available at the decoder.
Year
Venue
Field
2018
arXiv: Information Theory
Discrete mathematics,Rate distortion,Gauss,Upper and lower bounds,Markov chain,Algorithm,Coded modulation,Encoder,Distortion,Mathematics
DocType
Volume
Citations 
Journal
abs/1804.03420
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Giuseppe Cocco110.69
Laura Toni2156.70