DocumentCode
2606797
Title
Roundoff error analysis of the pipelined ADPCM coder
Author
Shanbhag, Naresh R. ; Parhi, Keshab K.
Author_Institution
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
fYear
1993
fDate
3-6 May 1993
Firstpage
886
Abstract
Roundoff error analysis of a pipelined adaptive differential pulse code modulation (ADPCM) coder is presented. The pipelined coder has been developed by employing the relaxed look-ahead technique. It is shown that the precision of the quantized prediction error and those of the predictor coefficients are critical. Analytical expressions for lower bounds on these precisions are presented. An expression for the excess mean-squared prediction error due to finite-precision is also derived. Based on these expressions, a systematic method for assigning precision to various signals in the coder is developed. Simulation results with real image data confirm the results of this analysis
Keywords
adaptive signal processing; differential pulse code modulation; image coding; pipeline processing; prediction theory; roundoff errors; adaptive differential PCM; excess mean-squared prediction error; finite-precision; image data; pipelined ADPCM coder; predictor coefficients; pulse code modulation; quantized prediction error; relaxed look-ahead technique; roundoff error analysis; Digital signal processing; Error analysis; Hardware; Image analysis; Least squares approximation; Modulation coding; Pulse modulation; Quantization; Roundoff errors; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1993., ISCAS '93, 1993 IEEE International Symposium on
Conference_Location
Chicago, IL
Print_ISBN
0-7803-1281-3
Type
conf
DOI
10.1109/ISCAS.1993.393866
Filename
393866
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