On the Identification of SM and Alamouti Coded SC-FDMA Signals: A Statistical-Based Approach

TL;DR

This paper introduces a statistical method for identifying SM and Alamouti coded SC-FDMA signals with a single antenna, using a fourth-order statistic and a false alarm rate criterion, without needing channel or noise estimates.

Contribution

It proposes a novel identification algorithm based on fourth-order statistics that does not require channel estimation, modulation classification, or synchronization.

Findings

High accuracy in signal identification demonstrated through simulations

Theoretical analysis aligns well with simulation results

Method effective with single-antenna receivers

Abstract

Signal identification represents the task of a receiver to identify the signal type and its parameters, with applications to both military and commercial communications. In this paper, we investigate the identification of spatial multiplexing (SM) and Alamouti (AL) space-time block code (STBC) with single carrier frequency division multiple access (SC-FDMA) signals, when the receiver is equipped with a single antenna. We develop a discriminating feature based on a fourth-order statistic of the received signal, as well as a constant false alarm rate decision criterion which relies on the statistical properties of the feature estimate. Furthermore, we present the theoretical performance analysis of the proposed identification algorithm. The algorithm does not require channel or noise power estimation, modulation classification, and block synchronization. Simulation results show the validity of the proposed algorithm, as well as a very good agreement with the theoretical analysis.