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Ultrawide bandwidth receiver based on a multivariate generalized gaussian distribution

Ahmed, Qasim Z., Park, Ki-Hong and Alouini, Mohamed-Slim (2015) Ultrawide bandwidth receiver based on a multivariate generalized gaussian distribution. IEEE Transactions on Wireless Communications, 14 (4). pp. 1800-1810. ISSN 1536-1276

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Abstract

Multivariate generalized Gaussian density (MGGD) is used to approximate the multiple access interference (MAI) and additive white Gaussian noise in pulse-based ultrawide bandwidth (UWB) system. The MGGD probability density function (pdf) is shown to be a better approximation of a UWB system as compared to multivariate Gaussian, multivariate Laplacian and multivariate Gaussian-Laplacian mixture (GLM). The similarity between the simulated and the approximated pdf is measured with the help of modified Kullback-Leibler distance (KLD). It is also shown that MGGD has the smallest KLD as compared to Gaussian, Laplacian and GLM densities. A receiver based on the principles of minimum bit error rate is designed for the MGGD pdf. As the requirement is stringent, the adaptive implementation of the receiver is also carried out in this paper. Training sequence of the desired user is the only requirement when implementing the detector adaptively.

Item Type: Article
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Schools: School of Computing and Engineering
School of Computing and Engineering > Systems Engineering Research Group
Related URLs:
Depositing User: Qasim Ahmed
Date Deposited: 07 Jun 2017 14:28
Last Modified: 02 Nov 2017 12:06
URI: http://eprints.hud.ac.uk/id/eprint/32122

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