DocumentCode :
2159965
Title :
Multi-rate polyphase DSP and LMS calibration schemes for oversampled data conversion systems
Author :
Gupta, Subhanshu ; Tang, Yi ; Cheng, Kuang-Wei ; Paramesh, Jeyanandh ; Allstot, David J.
Author_Institution :
Univ. of Washington, Seattle, WA, USA
fYear :
2011
fDate :
22-27 May 2011
Firstpage :
1585
Lastpage :
1588
Abstract :
Architectural schemes for low-power calibration of oversampled analog-to-digital (A/D) systems are presented. Conventional full-rate least-mean squares (LMS) calibration has two well-known limitations: slow convergence and increased computational complexity/power dissipation for higher adaptive filter orders and sampling frequencies. Half (fs/2) and quarter-rate (fs/4) LMS calibration for oversampled A/D decimators are used to reduce the computational complexity. Noble identities and polyphase decimation are used to implement these schemes to match digital noise-cancellation filters (NCF) to the corresponding transfer functions of an analog fourth-order cascade sigma-delta (ΣΔ) ADC. Energy savings up to 30% compared to conventional full-rate (fs) schemes are confirmed using an Altera Stratix II field programmable gate array (FPGA). The analog front-end comprises a switched-capacitor 2-2 cascade ΣΔ ADC implemented in 0.13 μm CMOS. Using differential-pair opamps with gains of only 22 db and an oversampling ratio OSR = 8, the ΣΔ ADC system achieves 11-bit accuracy over a 9.4 MHz bandwidth with SNR = 67 dB and SFDR = 75 dB.
Keywords :
CMOS integrated circuits; analogue-digital conversion; calibration; computational complexity; digital signal processing chips; field programmable gate arrays; least mean squares methods; A/D system; Altera stratix ii field- programmable gate array; CMOS; FPGA; LMS calibration scheme; NCF; analog fourth-order cascade sigma-delta ADC; analog-to-digital systems; computational complexity-power dissipation; conventional full-rate least-mean square calibration; digital noise-cancellation filters; frequency 9.4 MHz; gain 22 dB; gain 75 dB; multirate polyphase DSP; oversampled data conversion system; polyphase decimation; size 0.13 mum; switched-capacitor 2-2 cascade ADC; word length 11 bit; CMOS integrated circuits; Calibration; Field programmable gate arrays; Finite impulse response filter; Gain; IIR filters; Least squares approximation; Multi-rate; Noble identities; adaptive LMS; decimation; delta-sigma; oversampled ADC; polyphase decimation; sigma-delta;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
ISSN :
1520-6149
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2011.5946799
Filename :
5946799
Link To Document :
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