Modeling and Performance Analysis of Full-Duplex Communications in Cache-Enabled D2D Networks

TL;DR

This paper analyzes how full-duplex capabilities and caching influence the performance of D2D networks in 5G, showing that caching benefits low SIR thresholds while interference dominates at higher thresholds.

Contribution

It provides a comprehensive model for FD-enabled cache-assisted D2D networks, including mode analysis and performance characterization under various operating conditions.

Findings

Caching improves success probability at low SIR thresholds.

Interference is the main limiting factor at high SIR thresholds.

The analysis guides optimal mode selection based on network conditions.

Abstract

Cache-enabled Device-to-Device (D2D) communication is widely recognized as one of the key components of the emerging fifth generation (5G) cellular network architecture. However, conventional half-duplex (HD) transmission may not be sufficient to provide fast enough content delivery over D2D links in order to meet strict latency targets of emerging D2D applications. In-band full-duplex (FD), with its capability of allowing simultaneous transmission and reception, can improve spectral efficiency and reduce latency by providing more content delivery opportunities. In this paper, we consider a finite network of D2D nodes in which each node is endowed with FD capability. We first carefully list all possible operating modes for an arbitrary device using which we compute the number of devices that are actively transmitting at any given time. We then characterize network performance in terms of the success probability, which depends on the content availability, signal-to-interference ratio (SIR) distribution, as well as the operating mode of the D2D receiver. Our analysis concretely demonstrates that caching dictates the system performance in lower target SIR thresholds whereas interference dictates the performance at the higher target SIR thresholds.