• DocumentCode
    2905283
  • Title

    Statistical Analysis of Quantization Noise in an End-to-End OFDM Link

  • Author

    Liyanage, Maduranga ; Sasase, Iwao

  • Author_Institution
    Dept. of Inf. & Comput. Sci., Keio Univ., Yokohama, Japan
  • fYear
    2010
  • fDate
    23-27 May 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Quantization is an important operation in digital communications systems. Quantizer not only introduces quantization noise but it also changes the statistical properties of the quantized signal. Furthermore, quantization noise cannot be always considered as an additive source of Gaussian noise. It depends on the input signal probability density function. In an orthogonal-frequency-division- multiplexing transmission the signal undergoes different operations which change its statistical properties. In this paper we theoretically analyze the statistical transformations of the signal from the transmitter to the receiver and determine how these effect the quantization. The discussed process enables the design of a quantizer with an optimal resolution for the required performance metrics. Simulations relate the effect of quantizer resolution and the channel statistics to the bit error rate at the receiver.
  • Keywords
    Gaussian noise; OFDM modulation; digital communication; radio links; statistical distributions; Gaussian noise; digital communications system; end-to-end OFDM link; orthogonal-frequency-division-multiplexing transmission; probability density function; quantization noise; statistical analysis; statistical transformation; Additive noise; Digital communication; Gaussian noise; OFDM; Probability density function; Quantization; Signal analysis; Signal resolution; Statistical analysis; Transmitters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2010 IEEE International Conference on
  • Conference_Location
    Cape Town
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-4244-6402-9
  • Type

    conf

  • DOI
    10.1109/ICC.2010.5502221
  • Filename
    5502221