• DocumentCode
    3541958
  • Title

    An investigation into using Kalman filtering for phase estimation in bluetooth receivers for Gaussian and Non-Gaussian Noise

  • Author

    Nsour, Ahmad ; Abdallah, Alhaj-Saleh ; Zohdy, Mohammed

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Oakland Univ., Rochester, NY, USA
  • fYear
    2013
  • fDate
    9-11 May 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Gaussian Frequency Shift Keying (GFSK) modulation scheme is used in Bluetooth receivers to achieve a basic data rate of 1Mps. GFSK is a subclass of Continuous Phase Modulation (CPM) where phase is constrained to be continuous during symbol transition which results in enhanced spectral properties, that makes it an attractive modulation in many wireless applications. In this paper, we investigate applying linear Kalman Filter (LKF) to non-coherently track the phase of GFSK modulation scheme in Bluetooth receivers. The paper examines the performance of Linear Kalman Filter for both Additive White Gaussian channel noise (AWGN) and Non-Gaussian Impulsive Noise with IEEE802.11 coexistence. Both technologies operate in the unlicensed 2.4GHz Industrial Scientific Medical (ISM) Band. Mean Square Error (MSE) was used as a measurement for the performance. Experimental results for Linear Kalman Filter for Gaussian channel and Non Gaussian Impulsive Noise are provided.
  • Keywords
    AWGN channels; Bluetooth; Kalman filters; continuous phase modulation; frequency shift keying; impulse noise; mean square error methods; phase estimation; radio receivers; AWGN; Bluetooth receivers; CPM; GFSK modulation scheme; Gaussian frequency shift keying; IEEE802.11 coexistence; ISM band; LKF; MSE; additive white Gaussian channel noise; bit rate 1 Mbit/s; continuous phase modulation; data rate; frequency 2.4 GHz; industrial scientific medical band; linear Kalman filter; mean square error; nonGaussian impulsive noise; phase estimation; spectral properties; symbol transition; wireless applications; Bluetooth; Equations; Kalman filters; Mathematical model; Noise; Noise measurement; Receivers; AWGN Bluetooth; Gaussian Frequency Shift Keying; Impulsive Noise; Linear Kalman Filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electro/Information Technology (EIT), 2013 IEEE International Conference on
  • Conference_Location
    Rapid City, SD
  • ISSN
    2154-0357
  • Print_ISBN
    978-1-4673-5207-9
  • Type

    conf

  • DOI
    10.1109/EIT.2013.6632644
  • Filename
    6632644