A CT 2-2 MASH ΔΣ ADC With Multi-Rate LMS-Based Background Calibration and Input-Insensitive Quantization-Error Extraction

This article presents a continuous-time (CT) multistage noise-shaping (MASH) delta-sigma (<inline-formula> <tex-math notation="LaTeX">\Delta \Sigma </tex-math></inline-formula>) analog-to-digital converter (ADC) with enhanced tolerance to temperature and operating-f...

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Published inIEEE journal of solid-state circuits Vol. 56; no. 10; pp. 2943 - 2955
Main Authors Fukazawa, Mitsuya, Oshima, Takashi, Fujiwara, Masaki, Tateyama, Katsuki, Ochi, Atsushi, Alsubaie, Raed, Matsui, Tetsuo
Format Journal Article
LanguageEnglish
Published New York IEEE 01.10.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN0018-9200
1558-173X
DOI10.1109/JSSC.2021.3082943

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Abstract This article presents a continuous-time (CT) multistage noise-shaping (MASH) delta-sigma (<inline-formula> <tex-math notation="LaTeX">\Delta \Sigma </tex-math></inline-formula>) analog-to-digital converter (ADC) with enhanced tolerance to temperature and operating-frequency variations through on-chip multi-rate (MR) background calibration based on the least-mean-square (LMS) algorithm. The proposed digital calibration, which combines MR operation, post-conditioners, and pseudorandom-noise injection at the quantizer input, efficiently and accurately matches digital transfer functions to the corresponding analog ones for cancellation of quantization error. The first modulator in the proposed MASH ADC considers sufficient quantizer delay and reduces input-signal leakage into the second modulator to enable successful quantization-error transmission while minimizing distortion in the second stage, which cannot be tolerated in the case of calibrated digital noise-cancellation filter. A CT 2-2 MASH <inline-formula> <tex-math notation="LaTeX">\Delta \Sigma </tex-math></inline-formula> ADC prototype fabricated in 40-nm CMOS achieves the dynamic range (DR) of 79 dB and the signal-to-noise and distortion ratio (SNDR) of 78.5 dB over an 8-MHz bandwidth with 7.3-mW analog power and 16-mW digital power, reaching Schreier figure of merit (FoMs) of 168.9 dB, and demonstrates conversion-accuracy robustness within 1-dB SNDR fluctuation for temperature variations from −40° to 125° and within 2-dB SNDR degradation for frequency variations of 20% range.
AbstractList This article presents a continuous-time (CT) multistage noise-shaping (MASH) delta–sigma ([Formula Omitted]) analog-to-digital converter (ADC) with enhanced tolerance to temperature and operating-frequency variations through on-chip multi-rate (MR) background calibration based on the least-mean-square (LMS) algorithm. The proposed digital calibration, which combines MR operation, post-conditioners, and pseudorandom-noise injection at the quantizer input, efficiently and accurately matches digital transfer functions to the corresponding analog ones for cancellation of quantization error. The first modulator in the proposed MASH ADC considers sufficient quantizer delay and reduces input-signal leakage into the second modulator to enable successful quantization-error transmission while minimizing distortion in the second stage, which cannot be tolerated in the case of calibrated digital noise-cancellation filter. A CT 2–2 MASH [Formula Omitted] ADC prototype fabricated in 40-nm CMOS achieves the dynamic range (DR) of 79 dB and the signal-to-noise and distortion ratio (SNDR) of 78.5 dB over an 8-MHz bandwidth with 7.3-mW analog power and 16-mW digital power, reaching Schreier figure of merit (FoMs) of 168.9 dB, and demonstrates conversion-accuracy robustness within 1-dB SNDR fluctuation for temperature variations from −40° to 125° and within 2-dB SNDR degradation for frequency variations of 20% range.
This article presents a continuous-time (CT) multistage noise-shaping (MASH) delta-sigma (<inline-formula> <tex-math notation="LaTeX">\Delta \Sigma </tex-math></inline-formula>) analog-to-digital converter (ADC) with enhanced tolerance to temperature and operating-frequency variations through on-chip multi-rate (MR) background calibration based on the least-mean-square (LMS) algorithm. The proposed digital calibration, which combines MR operation, post-conditioners, and pseudorandom-noise injection at the quantizer input, efficiently and accurately matches digital transfer functions to the corresponding analog ones for cancellation of quantization error. The first modulator in the proposed MASH ADC considers sufficient quantizer delay and reduces input-signal leakage into the second modulator to enable successful quantization-error transmission while minimizing distortion in the second stage, which cannot be tolerated in the case of calibrated digital noise-cancellation filter. A CT 2-2 MASH <inline-formula> <tex-math notation="LaTeX">\Delta \Sigma </tex-math></inline-formula> ADC prototype fabricated in 40-nm CMOS achieves the dynamic range (DR) of 79 dB and the signal-to-noise and distortion ratio (SNDR) of 78.5 dB over an 8-MHz bandwidth with 7.3-mW analog power and 16-mW digital power, reaching Schreier figure of merit (FoMs) of 168.9 dB, and demonstrates conversion-accuracy robustness within 1-dB SNDR fluctuation for temperature variations from −40° to 125° and within 2-dB SNDR degradation for frequency variations of 20% range.
Author Fujiwara, Masaki
Ochi, Atsushi
Fukazawa, Mitsuya
Matsui, Tetsuo
Oshima, Takashi
Tateyama, Katsuki
Alsubaie, Raed
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Snippet This article presents a continuous-time (CT) multistage noise-shaping (MASH) delta-sigma (<inline-formula> <tex-math notation="LaTeX">\Delta \Sigma...
This article presents a continuous-time (CT) multistage noise-shaping (MASH) delta–sigma ([Formula Omitted]) analog-to-digital converter (ADC) with enhanced...
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SubjectTerms Algorithms
Analog to digital conversion
Analog to digital converters
Analog-to-digital converter (ADC)
background calibration
Calibration
cascades
CMOS
continuous time (CT)
Delays
delta–sigma (ΔΣ)
Distortion
Errors
Figure of merit
Finite impulse response filters
Frequency variation
Inspection
least mean square (LMS)
Measurement
Modulation
multi-rate (MR)
Multi-stage noise shaping
multistage noise-shaping (MASH)
Noise
Noise levels
Pseudorandom
quantizer delay
Transfer functions
Title A CT 2-2 MASH ΔΣ ADC With Multi-Rate LMS-Based Background Calibration and Input-Insensitive Quantization-Error Extraction
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