Rate Aware Instantly Decodable Network Codes

TL;DR

This paper introduces a cross-layer rate-aware IDNC scheme that considers different user channel rates to minimize data delivery time in cellular networks, outperforming traditional methods.

Contribution

It proposes a novel RA-IDNC graph and a multi-layer solution to optimize coding and transmission rates considering physical layer constraints.

Findings

Significant reduction in completion time compared to classical IDNC.

Effective incorporation of physical layer rate differences improves performance.

Cross-layer design outperforms uncoded and traditional IDNC strategies.

Abstract

This paper addresses the problem of reducing the delivery time of data messages to cellular users using instantly decodable network coding (IDNC) with physical-layer rate awareness. While most of the existing literature on IDNC does not consider any physical layer complications and abstract the model as equally slotted time for all users, this paper proposes a cross-layer scheme that incorporates the different channel rates of the various users in the decision process of both the transmitted message combinations and the rates with which they are transmitted. The consideration of asymmetric rates for receivers reflects more practical application scenarios and introduces a new trade-off between the choice of coding combinations for various receivers and the broadcasting rate for achieving shorter completion time. The completion time minimization problem in such scenario is first shown to be intractable. The problem is, thus, approximated by reducing, at each transmission, the increase of an anticipated version of the completion time. The paper solves the problem by formulating it as a maximum weight clique problem over a newly designed rate aware IDNC (RA-IDNC) graph. The highest weight clique in the created graph being potentially not unique, the paper further suggests a multi-layer version of the proposed solution to improve the obtained results from the employed completion time approximation. Simulation results indicate that the cross-layer design largely outperforms the uncoded transmissions strategies and the classical IDNC scheme.