Title :
Sensitivity analysis of a novel digital filter structure
Author :
Huang, Chaogeng ; Li, Gang ; Xu, Hong
Author_Institution :
Coll. of Inf. Eng., Zhejiang Univ. of Technol., Hangzhou, China
Abstract :
In this paper, a novel structure is derived for digital filter which is robust against the FWL errors. This structure, denoted as SIMP, is actually an improved version of the one reported in the work of Li et al. (2000) in terms of implementation efficiency and reducing quantization errors. The expression of transfer function sensitivity measure is derived for each structure. Two numerical examples are presented in order to demonstrate the performance of the proposed structure comparing with the transposed direct-form II structure SDFIIt, the structure SLGS, and two well known state-space realizations SORTH, SOPT. It is shown that SIMP is lower sensitivity than SLGS and much simpler than SORTH and SOPT structure.
Keywords :
digital filters; quantisation (signal); roundoff errors; transfer functions; FWL error; SDFIIt; SIMP; SLGS; SOPT; SORTH; digital filter structure; finite word length; quantization error; sensitivity analysis; transfer function sensitivity measure; Chaos; Computer errors; Digital filters; Educational institutions; Electronic mail; Finite wordlength effects; Quantization; Robustness; Sensitivity analysis; Transfer functions;
Conference_Titel :
Information, Communications and Signal Processing, 2009. ICICS 2009. 7th International Conference on
Conference_Location :
Macau
Print_ISBN :
978-1-4244-4656-8
Electronic_ISBN :
978-1-4244-4657-5
DOI :
10.1109/ICICS.2009.5397476