Principal components tracking algorithms for synchronization and channel identification in UWB systems

J. Zhang*, T. D. Abhayapala, R. A. Kennedy

*Corresponding author for this work

    Research output: Contribution to conferencePaperpeer-review

    9 Citations (Scopus)

    Abstract

    In this paper, we investigate the reduced rank shift invariant techniques in the application of synchronization and channel identification of UWB signals. The proposed reduced rank techniques can track the principal components automatically and reduce the computational complexity significantly by transforming the generalized eigen-problem in an original high dimensional space to a lower dimensional space depending on the number of desired principal signals. Technical details in the application, including the operations of sampling, fast Fourier transform (FFT) and the capture of synchronization delay, are given. Experiments show the performance is only slightly inferior to the general full rank algorithms.

    Original languageEnglish
    Pages369-373
    Number of pages5
    Publication statusPublished - 2004
    Event2004 IEEE International Symposium on Spread Spectrum Techniques and Applications, ISSSTA 2004 - Sydney, Australia
    Duration: 30 Aug 20042 Sept 2004

    Conference

    Conference2004 IEEE International Symposium on Spread Spectrum Techniques and Applications, ISSSTA 2004
    Country/TerritoryAustralia
    CitySydney
    Period30/08/042/09/04

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