Orthogonal Multiple Access with Correlated Sources: Feasible Region and Pragmatic Schemes

TL;DR

This paper explores the limits and practical coding schemes for orthogonal multiple access with correlated sources over AWGN channels, using EXIT analysis to evaluate performance and feasible regions.

Contribution

It introduces an analytical framework for feasible regions and evaluates pragmatic SCCCs-based schemes for correlated source transmission.

Findings

Derived multi-dimensional feasible regions considering source correlation.

Proposed EXIT-based approach for performance analysis.

Evaluated pragmatic coding schemes using the framework.

Abstract

In this paper, we consider orthogonal multiple access coding schemes, where correlated sources are encoded in a distributed fashion and transmitted, through additive white Gaussian noise (AWGN) channels, to an access point (AP). At the AP, component decoders, associated with the source encoders, iteratively exchange soft information by taking into account the source correlation. The first goal of this paper is to investigate the ultimate achievable performance limits in terms of a multi-dimensional feasible region in the space of channel parameters, deriving insights on the impact of the number of sources. The second goal is the design of pragmatic schemes, where the sources use "off-the-shelf" channel codes. In order to analyze the performance of given coding schemes, we propose an extrinsic information transfer (EXIT)-based approach, which allows to determine the corresponding multi-dimensional feasible regions. On the basis of the proposed analytical framework, the performance of pragmatic coded schemes, based on serially concatenated convolutional codes (SCCCs), is discussed.