Symbol Synchronization for Diffusive Molecular Communication Systems

TL;DR

This paper develops practical symbol synchronization methods for molecular communication systems, addressing challenges like lack of internal clocks and variable symbol intervals, and evaluates their effectiveness through simulations.

Contribution

It introduces a synchronization framework using two molecule types, derives an optimal ML scheme, and proposes low-complexity alternatives suitable for nanotransmitters.

Findings

Synchronization accuracy greatly impacts system performance

Proposed schemes outperform naive methods in simulations

Low-complexity schemes are effective for resource-constrained devices

Abstract

Symbol synchronization refers to the estimation of the start of a symbol interval and is needed for reliable detection. In this paper, we develop a symbol synchronization framework for molecular communication (MC) systems where we consider some practical challenges which have not been addressed in the literature yet. In particular, we take into account that in MC systems, the transmitter may not be equipped with an internal clock and may not be able to emit molecules with a fixed release frequency. Such restrictions hold for practical nanotransmitters, e.g. modified cells, where the lengths of the symbol intervals may vary due to the inherent randomness in the availability of food and energy for molecule generation, the process for molecule production, and the release process. To address this issue, we propose to employ two types of molecules, one for synchronization and one for data transmission. We derive the optimal maximum likelihood (ML) symbol synchronization scheme as a performance upper bound. Since ML synchronization entails high complexity, we also propose two low-complexity synchronization schemes, namely a peak observation-based scheme and a threshold-trigger scheme, which are suitable for MC systems with limited computational capabilities. Our simulation results reveal the effectiveness of the proposed synchronization~schemes and suggest that the end-to-end performance of MC systems significantly depends on the accuracy of symbol synchronization.