Diamond Networks with Bursty Traffic: Bounds on the Minimum Energy-Per-Bit

TL;DR

This paper investigates the fundamental energy efficiency limits for bursty data transmission in asynchronous diamond relay networks, proposing coding schemes that optimize relay synchronization to minimize energy per bit.

Contribution

It introduces a formal notion of relay synchronization, derives bounds on minimum energy-per-bit, and shows that combined synchronization and communication schemes are near-optimal.

Findings

Minimum energy-per-bit achieved with relays either synchronized or unused.

Derived lower bounds on energy-per-bit for bursty traffic.

Synchronization schemes can be within a constant factor of optimal.

Abstract

When data traffic in a wireless network is bursty, small amounts of data sporadically become available for transmission, at times that are unknown at the receivers, and an extra amount of energy must be spent at the transmitters to overcome this lack of synchronization between the network nodes. In practice, pre-defined header sequences are used with the purpose of synchronizing the different network nodes. However, in networks where relays must be used for communication, the overhead required for synchronizing the entire network may be very significant. In this work, we study the fundamental limits of energy-efficient communication in an asynchronous diamond network with two relays. We formalize the notion of relay synchronization by saying that a relay is synchronized if the conditional entropy of the arrival time of the source message given the received signals at the relay is small. We show that the minimum energy-per-bit for bursty traffic in diamond networks is achieved with a coding scheme where each relay is either synchronized or not used at all. A consequence of this result is the derivation of a lower bound to the minimum energy-per-bit for bursty communication in diamond networks. This bound allows us to show that schemes that perform the tasks of synchronization and communication separately (i.e., with synchronization signals preceding the communication block) can achieve the minimum energy-per-bit to within a constant fraction that ranges from 2 in the synchronous case to 1 in the highly asynchronous regime.