The Streaming-DMT of Fading Channels

TL;DR

This paper characterizes the optimal diversity-multiplexing tradeoff for streaming over fading MIMO channels with delay constraints, introducing two coding schemes that achieve this optimality under different knowledge assumptions.

Contribution

It establishes the T-times DMT for streaming over block-fading MIMO channels and proposes delay-universal coding schemes that attain this tradeoff.

Findings

Optimal DMT equals T times the quasi-static DMT.

Interleaving scheme requires delay knowledge at encoder and decoder.

Sequential tree code achieves DMT without delay knowledge, with increasing block length.

Abstract

We consider the sequential transmission of a stream of messages over a block-fading multi-input-multi-output (MIMO) channel. A new message arrives at the beginning of each coherence block, and the decoder is required to output each message sequentially, after a delay of $T$ coherence blocks. In the special case when $T=1$, the setup reduces to the quasi-static fading channel. We establish the optimal diversity-multiplexing tradeoff (DMT) in the high signal-to-noise-ratio (SNR) regime, and show that it equals $T$ times the DMT of the quasi-static channel. The converse is based on utilizing the delay constraint to amplify a local outage event associated with a message, globally across all the coherence blocks. This approach appears to be new. We propose two coding schemes that achieve the optimal DMT. The first scheme involves interleaving of messages, such that each message is transmitted across $T$ consecutive coherence blocks. This scheme requires the knowledge of the delay constraint at both the encoder and decoder. Our second coding scheme involves a sequential tree code and is delay-universal i.e., the knowledge of the decoding delay is not required by the encoder. However, in this scheme we require the coherence block-length to increase as $\log\mathrm{({SNR})}$, in order to attain the optimal DMT. Finally, we discuss the case when multiple messages arrive at uniform intervals {\em within} each coherence period. Through a simple example we exhibit the sub-optimality of interleaving, and propose another scheme that achieves the optimal DMT.