Capacity Results for Non-Ergodic Multi-Modal Broadcast Channels with Controllable Statistics

TL;DR

This paper investigates the capacity of non-ergodic multi-modal broadcast channels with controllable statistics, revealing the importance of inter-modal coding and providing new bounds on capacity regions under known channel variations.

Contribution

It introduces new outer-bounds on the capacity region for non-ergodic multi-modal broadcast channels with feedback and characterizes capacity in various regimes.

Findings

Outer-bounds on capacity region are derived.

Inter-modal coding significantly improves capacity.

Capacity is characterized for a wide parameter range.

Abstract

Movable antennas and reconfigurable intelligent surfaces enable a new paradigm in which channel statistics can be controlled and altered. Further, the known trajectory and operation protocol of communication satellites results in networks with predictable statistics. The predictability of future changes results in a non-ergodic model for which the fundamentals are largely unknown. We consider the canonical two-user broadcast erasure channel in which channel statistics vary at a priori known points. We consider a multi-modal setting with two non-transient modes (whose lengths scale linearly with the blocklength) and an arbitrary number of transient modes. We provide a new set of outer-bounds on the capacity region of this problem when the encoder has access to causal ACK/NACK feedback. The outer-bounds reveal the significant role of the non-transient mode with higher erasure probability both on the outer and the inner bounds. We show the outer-bounds are achievable in non-trivial regimes, characterizing the capacity region for a wide range of parameters. We also discuss the regimes where the inner and outer bounds diverge and analyze the gap between the two. A key finding of this work is the significant gain of inter-modal coding over the separate treating of individual modes.