학술논문

LMS-Based Noise Leakage Calibration of Cascaded Continuous-Time $\Delta\Sigma$ Modulators
Document Type
Periodical
Source
IEEE Journal of Solid-State Circuits IEEE J. Solid-State Circuits Solid-State Circuits, IEEE Journal of. 45(2):368-379 Feb, 2010
Subject
Components, Circuits, Devices and Systems
Engineered Materials, Dielectrics and Plasmas
Computing and Processing
Calibration
Noise cancellation
Digital filters
Digital modulation
Quantization
Computed tomography
Discrete transforms
Matched filters
Adaptive filters
Least squares approximation
Analog-to-digital converter (ADC)
auto-tuning
cascaded
continuous-time
delta-sigma modulator
LMS
noise cancellation
over-sampling
pulse injection
time-constant calibration
Language
ISSN
0018-9200
1558-173X
Abstract
In cascaded $\Delta\Sigma$ modulators (DSMs), the quantization noise of the earlier stage leaks to the output unless completely cancelled by the digital noise cancellation filter (NCF). The noise leakage is worse in the continuous-time (CT) implementation due to the poorly controlled time constant of the analog loop filter. A parameter-based continuous-time to discrete-time transform is developed to get an exact digital NCF, and the analog filter time constant is calibrated to match with the digital NCF. A binary pulse tone is injected into the quantizer to detect the filter time-constant error, and eliminated by zero-forcing its residual power based on the adaptive least-mean-square (LMS) algorithm. A 2-1-1 cascaded CT-DSM prototype in 0.18-$\mu{\hbox {m}}$ CMOS demonstrates that the spectral density of the leaked noise is lower than 10 ${\rm nV}/\surd{\hbox {Hz}}$ after the capacitors in the Gm-C loop filters are trimmed with 1.1% step. With a 1- ${\rm V}_{\rm pp}$ full-scale input, it achieves a dynamic range of 68$~$ dB within 18-MHz bandwidth at an over-sampling ratio of 10. The analog core and the digital logic occupy 1.27 ${\hbox {mm}}^{2}$, and consume 230 mW at 1.8 V.