• DocumentCode
    257465
  • Title

    An effective precision analysis method for word length optimization

  • Author

    Ruiyi Sun ; Yan Zhang

  • Author_Institution
    Key Lab. of Network Oriented Intell. Comput., Harbin Inst. of Technol., Shenzhen, China
  • fYear
    2014
  • fDate
    4-6 June 2014
  • Firstpage
    93
  • Lastpage
    98
  • Abstract
    In the existing methods, the process of sub-systems´ output word lengths determination is iterative when the system is partitioned. To save time, the proposed static precision analysis method in this paper does not need to be iterative during the determination of the output precision of sub-systems. In this paper, the fractional word length of each signal is divided into two parts: the uniform fractional word length (UFWL) and the rectificatory fractional word length (RFWL). Hence, the minimized system area of one sub-system can be expressed as a function, which is related to the output precision of the sub-system. The implement time of this method is reduced significantly with the growth of the number of the sub-systems. This method is demonstrated with some cases. Compared with the existing word length optimization tool LengthFinder for 15 output precisions, the saving time is from 54.55% to 97.61%.
  • Keywords
    optimisation; signal processing; RFWL; UFWL; rectificatory fractional word length; static precision analysis; uniform fractional word length; word length optimization; Approximation methods; Data models; Hardware; Mathematical model; Optimization; Polynomials; Quantization (signal);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Science (ICIS), 2014 IEEE/ACIS 13th International Conference on
  • Conference_Location
    Taiyuan
  • Type

    conf

  • DOI
    10.1109/ICIS.2014.6912114
  • Filename
    6912114