A Dynamic Tracking Algorithm Based SAR ADC in Bio-Related Applications

This paper presents a novel dynamic tracking algorithm to boost the energy quality of successive approximation register analog-to-digital converter (ADC) in bio-related applications. By introducing two tracking windows that are adjacent to prediction interval, the proposed algorithm can track down the input signal’s variation range, automatically adjust the subrange interval, and then update prediction code. The 12-bit ADC is designed in a 0.13- $\mu \text{m}$ CMOS process with a 0.6-V supply. Given a 41.5-Hz sinusoid signal, the proposed ADC exhibits 11.77 effective number of bit and 85.4-dB spur-free dynamic range at 10-kHz sample rate with a power consumption of 960 nW. Given an electrocardiogram (ECG) signal with baseline drift and vibrations, the ADC achieves 94.42% prediction accuracy. Also, dynamic tracking method provides an approach of ECG feature extraction in time domain.

[1]  Sameer R. Sonkusale,et al.  An Adaptive Resolution Asynchronous ADC Architecture for Data Compression in Energy Constrained Sensing Applications , 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

[2]  Refet Firat Yazicioglu,et al.  A 30 $\mu$ W Analog Signal Processor ASIC for Portable Biopotential Signal Monitoring , 2011, IEEE Journal of Solid-State Circuits.

[3]  Phillip E Allen,et al.  CMOS Analog Circuit Design , 1987 .

[4]  Kristofer S. J. Pister,et al.  An ultralow-energy ADC for Smart Dust , 2003, IEEE J. Solid State Circuits.

[5]  Jr. H. Russell An improved successive-approximation register design for use in A/D converters , 1978 .

[6]  Chung-Yu Wu,et al.  A Low power 10bit 500kS/s delta-modulated SAR ADC (DMSAR ADC) for implantable medical devices , 2013, 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013).

[7]  Marian Verhelst,et al.  Predictive sensing in analog-to-digital converters for biomedical applications , 2013, International Symposium on Signals, Circuits and Systems ISSCS2013.

[8]  Yi Xie,et al.  A 0.6-V 10-bit 200-kS/s Fully Differential SAR ADC With Incremental Converting Algorithm for Energy Efficient Applications , 2016, IEEE Transactions on Circuits and Systems I: Regular Papers.

[9]  Anantha P. Chandrakasan,et al.  11.3 A 10b 0.6nW SAR ADC with data-dependent energy savings using LSB-first successive approximation , 2014, 2014 IEEE International Solid-State Circuits Conference Digest of Technical Papers (ISSCC).

[10]  Yong Lian,et al.  A 300-mV 220-nW Event-Driven ADC With Real-Time QRS Detection for Wearable ECG Sensors , 2014, IEEE Transactions on Biomedical Circuits and Systems.

[11]  Yannis P. Tsividis,et al.  An Event-driven Clockless Level-Crossing ADC With Signal-Dependent Adaptive Resolution , 2013, IEEE Journal of Solid-State Circuits.

[12]  Robert H. Walden,et al.  Analog-to-digital converter survey and analysis , 1999, IEEE J. Sel. Areas Commun..

[13]  J. Goette,et al.  Pseudo Asynchronous Level Crossing adc for ecg Signal Acquisition , 2017, IEEE Transactions on Biomedical Circuits and Systems.

[14]  Hao Xu,et al.  Understanding the regenerative comparator circuit , 2014, Proceedings of the IEEE 2014 Custom Integrated Circuits Conference.

[15]  H. Jonathan Chao,et al.  A signal-specific approach for reducing SAR-ADC power consumption , 2013, 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS).

[16]  Regan L. Mandryk,et al.  iEpi: an end to end solution for collecting, conditioning and utilizing epidemiologically relevant data , 2012, MobileHealth '12.

[17]  Yannis P. Tsividis,et al.  An event-driven, alias-free ADC with signal-dependent resolution , 2012, 2012 Symposium on VLSI Circuits (VLSIC).