Resource Allocation and Relay Selection for Collaborative Communications

TL;DR

This paper explores relay selection and resource allocation in collaborative networks, demonstrating how collaboration can significantly improve rate and energy efficiency depending on channel conditions and environment parameters.

Contribution

It introduces an optimal resource allocation method for collaborative protocols and analyzes the conditions under which collaboration yields maximum benefits.

Findings

Collaboration can significantly increase achievable rates and energy savings.

Optimal relay selection depends on channel gains and energy ratios.

Maximum gains occur when direct channels are weak compared to relay links.

Abstract

We investigate the relay selection problem for a decode and forward collaborative network. Users are able to collaborate; decode messages of each other, re-encode and forward along with their own messages. We study the performance obtained from collaboration in terms of 1) increasing the achievable rate, 2) saving the transmit energy and 3) reducing the resource requirement (resource means time-bandwidth). To ensure fairness, we fix the transmit-energy-to-rate ratio among all users. We allocate resource optimally for the collaborative protocol (CP), and compare the result with the non-collaborative protocol (NCP) where users transmits their messages directly. The collaboration gain is a function of the channel gain and available energies and allows us 1) to decide to collaborate or not, 2) to select one relay among the possible relay users, and 3) to determine the involved gain and loss of possible collaboration. A considerable gain can be obtained if the direct source-destination channel gain is significantly smaller than those of alternative involved links. We demonstrate that a rate and energy improvement of up to $(1+\sqrt[\eta]{\frac{k}{k+1}})^\eta$ can be obtained, where $\eta$ is the environment path loss exponent and $k$ is the ratio of the rates of involved users. The gain is maximum for low transmit-energy-to-received-noise-ratio (TERN) and in a high TERN environment the NCP is preferred.