• DocumentCode
    395420
  • Title

    Time-of-arrival (TOA) estimation based structured sparse channel estimation algorithm, with applications to digital TV receivers

  • Author

    Ozen, Serdar ; Zoltowski, Michael D.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
  • Volume
    4
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    We introduce a new structured channel impulse response (CIR) estimation method for sparse multipath channels where we demonstrate a robust way of restoring the pulse shape into the composite CIR. We call this novel CIR estimation method time-of-arrival based blended least squares (TOA-BLS) which uses symbol rate sampled signals, and it is based on blending correlation processing followed by TOA estimation in the frequency domain by the least squares based channel estimation. TOA estimation in the frequency domain is accomplished by estimating the AR model parameters by solving the forward and forward-backward linear prediction equations in the least squares sense. Simulation examples are drawn from the ATSC digital TV 8-VSB system (ATSC Digital Television Standard, A/53, 1995). The delay spread for digital TV systems can be as long as several hundred times the symbol duration; however, digital TV channels are sparse where there are only a few dominant multipaths.
  • Keywords
    autoregressive processes; channel estimation; correlation methods; delays; digital television; frequency-domain analysis; least squares approximations; multipath channels; parameter estimation; prediction theory; television receivers; transient response; AR model parameter estimation; ATSC Digital Television Standard; TOA estimation; blended least squares; channel impulse response estimation; correlation processing; delay spread; digital TV receivers; forward linear prediction equation; forward-backward linear prediction equation; frequency domain; sparse multipath channels; structured sparse channel estimation; symbol rate sampled signals; time-of-arrival estimation; Channel estimation; Digital TV; Frequency domain analysis; Frequency estimation; Least squares approximation; Multipath channels; Robustness; Signal restoration; TV receivers; Time of arrival estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1202684
  • Filename
    1202684