Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals

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    Abstract

    In this paper, a novel blind decision-directed estimation approach is presented for systems using energy detection of pulse-amplitude-modulated (PAM) signals. The method provides an accurate blind solution for the estimates of the received signal energy and noise power spectral density which are required for the calculation of the symbol decision thresholds. Numerical results demonstrate that the proposed approach is able to outperform an existing nondata-aided solution. Furthermore, already for relatively short observation intervals, the error rate performance of the proposed method is comparable with the performance of a corresponding data-aided threshold estimator which, unlike the proposed blind approach, needs a redundant training signal.
    Original languageEnglish
    Title of host publication2011 IEEE International Conference on Communications (ICC)
    PublisherIEEE Institute of Electrical and Electronic Engineers
    Pages1-5
    ISBN (Electronic)978-1-61284-233-2, 978-1-61284-231-8
    ISBN (Print)978-1-61284-232-5
    DOIs
    Publication statusPublished - 2011
    MoE publication typeA4 Article in a conference publication
    EventIEEE International Conference on Communications, ICC2011 - Kyoto, Japan
    Duration: 5 Jun 20119 Jun 2011

    Conference

    ConferenceIEEE International Conference on Communications, ICC2011
    Abbreviated titleICC2011
    CountryJapan
    CityKyoto
    Period5/06/119/06/11

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    Keywords

    • Boolean functions
    • Estimation
    • Data structures
    • AWGN
    • Delta modulation

    Cite this

    Anttonen, A., Kotelba, A., & Mämmelä, A. (2011). Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals. In 2011 IEEE International Conference on Communications (ICC) (pp. 1-5). IEEE Institute of Electrical and Electronic Engineers . https://doi.org/10.1109/icc.2011.5962762