An Improved Iterative Nonlinear Least Square Approximation Method for the Design of SISO Wideband Mobile Radio Channel Simulators
Abstract
In this paper, we present an improved version of the iterative nonlinear least square approximation (INLSA) method for designing measurement-based single-input single-output (SISO) wideband channel simulators. The proposed method aims to fit the time-frequency correlation function (TFCF) of the simulation model to that of a measured channel. The parameters of the simulation model are determined iteratively by minimizing the Frobenius norm, which serves as a measure for the fitting error. In contrast to the original INLSA method, the proposed approach provides a unique optimized set of model parameters, which guarantees a quasi-perfect fitting with respect to the TFCF. We analyze the performance of the proposed method in terms of the goodness of fit to the measured data. The investigations will be carried out with respect to the TFCF and the scattering function. We demonstrate that the proposed approach is a powerful tool for the design of measurement-based wideband channel simulators, which are important for the performance evaluation of mobile communication systems under real-world propagation conditions.
Published
2012-09-01
Section
Invited articles
An author's submission implies that the manuscript has not been published previously, and is not currently submitted for publication elsewhere. Submission also implies that the Corresponding Author has consent of all authors (the Authors). Upon acceptance for publication transfer of copyright will be made to the Publisher of REV-JEC, who guarantees that full content of the published article is freely distributed on the Journal's website. The copyright transfer gives the Publisher of REV-JEC full authority to resolve any complaints of misuse or abuse (such as infringement or plagiarism) of the published article. The Authors have the freedom to redistribute and reuse the published article in any medium or format for any purpose, provided the original published article is properly cited. An article submission implies author agreement with this policy.
