Exploiting Diversity in Molecular Timing Channels via Order Statistics

TL;DR

This paper analyzes diversity in molecular timing channels by comparing different detectors and their error decay rates, revealing conditions where simple detectors perform nearly as well as optimal ones.

Contribution

It introduces the concept of system diversity gain and compares the performance of various detectors in molecular timing channels with different propagation density supports.

Findings

FA detector achieves near-optimal diversity gain for large support densities.

LA detector achieves near-optimal diversity gain for small support densities.

The asymptotic error decay rate is characterized for different detectors.

Abstract

We study diversity in one-shot communication over molecular timing channels. We consider a channel model where the transmitter simultaneously releases a large number of information particles, while the information is encoded in the time of release. The receiver decodes the information based on the random time of arrival of the information particles. The random propagation is characterized by the general class of right-sided unimodal densities. We characterize the asymptotic exponential decrease rate of the probability of error as a function of the number of released particles, and denote this quantity as the system diversity gain. Four types of detectors are considered: the maximum-likelihood (ML) detector, a linear detector, a detector that is based on the first arrival (FA) among all the transmitted particles, and a detector based on the last arrival (LA). When the density characterizing the random propagation is supported over a large interval, we show that the simple FA detector achieves a diversity gain very close to that of the ML detector. On the other hand, when the density characterizing the random propagation is supported over a small interval, we show that the simple LA detector achieves a diversity gain very close to that of the ML detector.