Abstract
We consider zero-delay, single-user, and multi-user source coding with an average distortion constraint and decoder side information. The zero-delay constraint translates into causal (sequential) encoder and decoder pairs as well as the use of instantaneous codes. For the single-user setting, we show that optimal performance is attained by time sharing at most two scalar encoder-decoder pairs, that use zero-error side information codes. Side information look-ahead is shown to be useless in this setting. Furthermore, we show that even without delay constraints, if either the encoder or decoder are restricted a priori to be scalar, the performance loss cannot be compensated by the other component, which can be scalar as well without further loss. Finally, we show that the multi-terminal source coding problem can be solved in the zero-delay regime and the rate-distortion region is provided.
| Original language | English |
|---|---|
| Article number | 6898870 |
| Pages (from-to) | 6931-6942 |
| Number of pages | 12 |
| Journal | IEEE Transactions on Information Theory |
| Volume | 60 |
| Issue number | 11 |
| DOIs | |
| State | Published - 1 Jan 2014 |
Keywords
- Source coding with side information
- causal source coding
- multiterminal source coding
- rate distortion
- zero delay
All Science Journal Classification (ASJC) codes
- Information Systems
- Computer Science Applications
- Library and Information Sciences