Single cell and multi-cell performance analysis of OFDM index modulation

TL;DR

This paper analyzes the performance of OFDM index modulation in single and multi-cell scenarios, deriving achievable rates, interference distributions, and sum rate bounds using stochastic geometry and EM algorithms.

Contribution

It provides a comprehensive analytical framework for OFDM-IM performance in multi-cell environments, including interference modeling and rate bounds.

Findings

CDF of multi-cell OFDM-IM is characterized by stochastic geometry.

Noise plus ICI follows a mixture of Gaussians distribution.

Upper bounds for sum rates are derived and validated through simulations.

Abstract

This paper addresses the achievable rate of single cell and sum rate of multi-cell orthogonal frequency division multiplexing (OFDM) index modulation (IM). The single cell achievable rate of OFDM-IM with Gaussian input is calculated using a multi-ary symmetric channel. Then, the cumulative distribution function (CDF) of multi-cell OFDM-IM is investigated by stochastic geometry. Furthermore, it is proved in this paper that the probability density function (PDF) of noise plus intercell-interference (ICI) in multi-cell OFDM-IM with quadrature amplitude modulation (QAM) follows a mixture of Gaussians (MoG) distribution. Next, parameters of the MoG distribution are estimated using a simplified expectation maximization (EM) algorithm. Upper bound of sum rates of multi-cell OFDM-IM is derived. Furthermore, analytic and simulated results are compared and discussed.