Loading...
Search for: rough-approximations
0.006 seconds

    Blind Iterative Non-linear Distortion Compensation Based on Thresholding

    , Article IEEE Transactions on Circuits and Systems II: Express Briefs ; Volume PP, Issue 99 , 2016 ; 15497747 (ISSN) Azghani, M ; Ghorbani, A ; Marvasti, F ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2016
    Abstract
    The sampling process in electrical devices includes non-linear distortion which needs to be compensated to boost up the system efficiency. In this paper, a blind method is suggested for non-linear distortion compensation. The core idea is to leverage the sparsity of the signal to cope with the ill-posedness of the distortion compensation task. The proposed scheme is an iterative method based on out of support energy minmization where the support information is not available. An adaptive thresholding operator is used to give a rough approximation of the support according to the estimated signal at each iteration. Various simulation scenarios have validated the capability of the suggested... 

    Blind iterative nonlinear distortion compensation based on thresholding

    , Article IEEE Transactions on Circuits and Systems II: Express Briefs ; Volume 64, Issue 7 , Volume 64, Issue 7 , 2017 , Pages 852-856 ; 15497747 (ISSN) Azghani, M ; Ghorbani, A ; Marvasti, F ; Sharif University of Technology
    Abstract
    The sampling process in electrical devices includes nonlinear distortion that needs to be compensated to boost up the system efficiency. In this brief, a blind method is suggested for nonlinear distortion compensation. The core idea is to leverage the sparsity of the signal to cope with the ill-posedness of the distortion compensation task. The proposed scheme is an iterative method based on out of support energy minimization, in which the support information is not available. An adaptive thresholding operator is used to give a rough approximation of the support according to the estimated signal at each iteration. Various simulation scenarios have validated the capability of the suggested... 

    Efficient joint localization and synchronization in distributed mimo radars

    , Article IEEE Signal Processing Letters ; Volume 27 , 2020 , Pages 1200-1204 Kazemi, S. A. R ; Amiri, R ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2020
    Abstract
    This letter addresses the problem of joint localization and clock synchronization in distributed multiple-input multiple-output (MIMO) radar systems. While the well-known two-stage weighted least squares (WLS) method provides an acceptable estimate of target position when a rough approximation of antennas clock parameters, the drifts and offsets, is available, its performance can degrade quickly if the level of uncertainty in these values increases. The proposed method offers a solution for synchronizing the clocks while simultaneously improving the target position estimate. The uncertainty in positions of antennas is also taken into account. The presented method is shown to be approximately...