Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology
博士 === 國立清華大學 === 電機工程學系 === 102 === This thesis proposes a method for the discretization of continuous-time sigma-delta modulators (CT-ΣΔMs) with various circuit nonidealities. Recurrence equations for the sampled states of a CT-ΣΔM are derived to find the equivalent discrete-time (DT) transfer fun...
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ndltd-TW-102NTHU54420392015-10-13T22:57:41Z http://ndltd.ncl.edu.tw/handle/72714605592602060071 Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology 應用於語音訊號的低功耗連續時間三角積分調變器利用數值最佳化設計方法 Chen, Wei-Lin 陳韋霖 博士 國立清華大學 電機工程學系 102 This thesis proposes a method for the discretization of continuous-time sigma-delta modulators (CT-ΣΔMs) with various circuit nonidealities. Recurrence equations for the sampled states of a CT-ΣΔM are derived to find the equivalent discrete-time (DT) transfer functions of CT loop filters along with several second-order effects, such as finite DC gain, finite unity-gain bandwidth (GBW) of an amplifier, and excess loop delay (ELD), etc. This allows a synthesis flow that considers these nonidealities at the system level. The proposed approach generalizes existing works relating to the DT modeling of a CT-ΣΔM, and is applicable to arbitrary-order loop filters with unconstrained digital-to-analog converter (DAC) output waveforms. According to the DT model, a third-order low-pass modulator design based on a numerical optimization shows that the second-order effects of a CT-ΣΔM can be noticeably mitigated by the appropriate coefficient scaling. Based on this methodology, a low-voltage low-power third-order continuous-time sigma-delta modulator for audio applications is designed. For low-voltage operation, the modulator employs an input-signal-feedforward architecture and a 1.5-bit quantizer to reduce the internal signal swings in a loop filter. The loop filter coefficients are synthesized based on a numerical optimization to minimize in-band quantization noise power, noticeably relaxing op-amp requirements and saving power consumption. For operating from a sub-0.5-V supply voltage, a pseudo-differential inverter-based single-stage op-amp incorporating a bulk-driven common-mode feedback (CMFB) circuit is developed. The quantizer is implemented with a bulk-driven multi-input regenerative latch to perform the feedforward coefficients and summing. The prototype modulator is fabricated in 90-nm CMOS technology, achieving an 80.2-dB peak dynamic range and a 77.1-dB peak SNDR over a 20-kHz bandwidth. The modulator occupies core area of 0.14-mm2 and dissipates only 9.1-μW from a 450-mV power supply. The figure of merit (FoM) of overall modulator is 39-fJ/conv-step, which is competitive to state-of-the-art designs. Hsieh, Chih-Cheng 謝志成 2013 學位論文 ; thesis 115 en_US |
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博士 === 國立清華大學 === 電機工程學系 === 102 === This thesis proposes a method for the discretization of continuous-time sigma-delta modulators (CT-ΣΔMs) with various circuit nonidealities. Recurrence equations for the sampled states of a CT-ΣΔM are derived to find the equivalent discrete-time (DT) transfer functions of CT loop filters along with several second-order effects, such as finite DC gain, finite unity-gain bandwidth (GBW) of an amplifier, and excess loop delay (ELD), etc. This allows a synthesis flow that considers these nonidealities at the system level. The proposed approach generalizes existing works relating to the DT modeling of a CT-ΣΔM, and is applicable to arbitrary-order loop filters with unconstrained digital-to-analog converter (DAC) output waveforms. According to the DT model, a third-order low-pass modulator design based on a numerical optimization shows that the second-order effects of a CT-ΣΔM can be noticeably mitigated by the appropriate coefficient scaling.
Based on this methodology, a low-voltage low-power third-order continuous-time sigma-delta modulator for audio applications is designed. For low-voltage operation, the modulator employs an input-signal-feedforward architecture and a 1.5-bit quantizer to reduce the internal signal swings in a loop filter. The loop filter coefficients are synthesized based on a numerical optimization to minimize in-band quantization noise power, noticeably relaxing op-amp requirements and saving power consumption. For operating from a sub-0.5-V supply voltage, a pseudo-differential inverter-based single-stage op-amp incorporating a bulk-driven common-mode feedback (CMFB) circuit is developed. The quantizer is implemented with a bulk-driven multi-input regenerative latch to perform the feedforward coefficients and summing. The prototype modulator is fabricated in 90-nm CMOS technology, achieving an 80.2-dB peak dynamic range and a 77.1-dB peak SNDR over a 20-kHz bandwidth. The modulator occupies core area of 0.14-mm2 and dissipates only 9.1-μW from a 450-mV power supply. The figure of merit (FoM) of overall modulator is 39-fJ/conv-step, which is competitive to state-of-the-art designs.
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author2 |
Hsieh, Chih-Cheng |
author_facet |
Hsieh, Chih-Cheng Chen, Wei-Lin 陳韋霖 |
author |
Chen, Wei-Lin 陳韋霖 |
spellingShingle |
Chen, Wei-Lin 陳韋霖 Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology |
author_sort |
Chen, Wei-Lin |
title |
Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology |
title_short |
Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology |
title_full |
Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology |
title_fullStr |
Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology |
title_full_unstemmed |
Power-Efficient CT ΣΔ Audio Modulator Design Using Numerical Optimization Methodology |
title_sort |
power-efficient ct σδ audio modulator design using numerical optimization methodology |
publishDate |
2013 |
url |
http://ndltd.ncl.edu.tw/handle/72714605592602060071 |
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