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T4

Circuit and System Design Techniques for Data Converters: A Fundamental Perspective From Low-power to High speed and High-Linearity

9:30 - 17:30

ROOM BACH

CHAIRS

Muhammed Bolatkale (NXP semiconductors, Eindhoven, NL)

Harijot Singh Bindra (University of Twente, Enschede, NL)

ABSTRACT

Over the years the data converters research has been driven from the Figure of Merit (FoM)-race that nears saturation. However, what seems to be missing in the FoM: the energy consumed for the peripheral circuitry and its integration with the data converters, which is far from their fundamental limit. These peripheral circuitry become even more challenging when advancing the signal bandwidth for modern-day high-speed data conversion in Wireless and Wireline applications. When also considering the critical role of linearity in system-level performance, other performance metrics such as BER, EVM, and audio quality also become a benchmarking tool in many practical applications. From this tutorial, the attendees will get a complete landscape of several circuit and system design techniques that encompass the modern-day ADC and DAC design -from low-power to wide-bandwidth to direct digital-to-RF-conversion - and the associated overheads that FoM never captures. It will also cover recent advancements in time-domain comparison, highly linear Delta-Sigma ADC architectures, including continuous-time implementations, ensuring system-level performance. Participants will gain a deep understanding of design trade-offs, and emerging architectures shaping next-generation data converters.

PROGRAM

09:30 - 11:00

Successive Approximation ADCs: From compact low-power data conversion techniques to identifying system level bottlenecks.

Harijot Singh Bindra (University of Twente, Enschede, NL)

The advancements in SAR ADCs in the last two decades has enabled energy-efficient data conversion for range of applications from wide bandwidth to those requiring sub-microwatt power. The academic Figure of Merit (FoM)-race in ADCs resulting from this, however, do not capture the design challenges of the ADC’s peripheral circuitry especially input signal. The tutorial will present some advancements in SAR ADCs that enabled such range of applications from GHz wide conversion to a FoM below 1fJ/conv-step. The tutorial will further aim at identifying some of the system level challenges when integrating SAR ADCs to the peripheral circuitry.

 

11:00 - 11:30

Coffee break

 

11:30 - 13:00

Number of Oscillation Cycles (NOC): A New Paradigm for Closed-Loop VCO-based Comparison

Qiang Li, (TUHH, Hamburg, DE)

SAR ADCs with time-based comparator have attracted significant interest in recent years. This talk introduces the concept of oscillation-cycle information in VCO-based comparators. With rigorous analysis, the number of oscillation cycles (NOC) can be generally exploited as a parallel coarse quantization with a large signal, and/or as a quantitative indication of metastability with a small signal. Moreover, the NOC is inherent and of little cost in hardware, power and area. The demonstrated VCO ADCs exhibit significantly enhanced linearity and robustness, comparing with their voltage-domain counterparts. This talk discusses also a closed-form metastability analysis of VCO-based comparator, introducing the metastability depth as a quantitative measure of metastability.

 

13:00 - 14:00

Lunch

 

14:00 - 15:30

Digital to Radio Frequency Conversion Techniques

Shiyu Su (University of Waterloo, CA)

Direct digital-to-RF conversion is emerging as a promising transmitter paradigm for next-generation wireless systems, enabled by continued CMOS scaling and advances in high-speed data converters and signal processing. This tutorial provides a comprehensive introduction to digital-to-RF conversion techniques, focusing on two main themes: (1) high speed, high-resolution digital-to-analog converter (DAC) design techniques, and (2) reconfigurable, high-dynamic range digital transmitters/RF-DACs enabled by reconstruction-filter-response engineering and powerful digital or digital-like signal processing. It will further cover techniques for bandwidth extension, dynamic-range enhancement, and power efficiency improvement through design examples, while highlighting recent trends and practical challenges in direct-RF transmitter architectures and implementations.

 

15:30 - 16:00

Coffee break

 

16:00 - 17:30

Highly Linear Delta-Sigma Analog to Digital Converters: From Discrete Time to Continuous-Time Architectures

Francesco Conzatti (Infineon Technologies Austria, AT)

Analog to Digital Converters (ADC) are key components in several applications, for instance sensor interfaces, communication systems, radar sensing, just to name a few. ADC non-linearity leads to degraded performance at system level, for instance higher Bit-Error-Rate (BER), degraded Error Vector Magnitude (EVM) or audible artifacts (audio). In this context, Delta-Sigma Modulators (DSMs) are proven to achieve very demanding linearity requirements and several techniques have been published in the State-of-the-Art in order to address DSM non linearities and in particular to linearize the feedback Digital to Analog Converter (DAC), which is the key component to guarantee overall signal fidelity. Dynamic Element Matching (DEM) is effective as a background linearization technique, but leads to an increase of both current consumption and loop delay. Another popular approach is calibrating the DAC, which complicates the ADC system integration and is often proposed as an off-chip background solution. Single-Bit DAC designs reach outstanding linearities, but their application is usually limited to low-speed and low-bandwidth scenarios. Recent works on Highly Linear ADCs tackle these issues and propose converter architectures that do not need neither calibration nor DEM, but still can reach very competitive performance in terms of linearity for both low-speed and high-speed scenarios. In this context, this tutorial will cover recent advancements on inherently linear Delta-Sigma ADCs, ranging from Discrete-Time (DT) to Continuous-Time(CT) architectures.

BIOSKETCHES

Harijot Singh Bindra

Dr. Harijot Singh Bindra is an Assistant Professor at the Integrated Circuit Design Group, University of Twente, The Netherlands. He received his PhD degree (cum laude) from the University of Twente in 2019. He obtained his Master’s in Technology degree in VLSI design from Indian Institute of Technology (IIT), Delhi in 2010. He worked as a Scientist in the Indian Space Research Organization (ISRO) from 2008-2010 and as Senior Design Engineer at Cadence Design Systems, India from 2012-2014. He served as an Associate Editor in the Transactions of Circuits and Systems –1 (2021-23) and is currently a Technical Program Committee member for European Solid-State Electronics Research Conference (ESSERC) and in the analog subcommittee for International Solid-State Conference (ISSCC). He was awarded the VENI-2023 grant by the Dutch Research Council (NWO) for batteryless electronics research. His research interest is in low energy circuit design techniques, high speed serial links, data converters, sensor readout circuitry, low-power radio front-ends. He was also part of 4TU Interdisciplinary Plantenna consortium investigating RF sensing principles for plant health monitoring.

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​Qiang Li 

Qiang Li is a professor and head of the Institute of Integrated Circuits and Systems (IICS), Hamburg University of Technology, Germany. He received the Ph.D. from Nanyang Technological University (NTU), Singapore, in 2007, and has been working in industry and academia in Singapore, Denmark and China. His research interests are in the area of analog/mixed-signal design for data converters, sensor/biomedical interfaces, and efficient signal processing. Prof. Li serves/served as a member of TPC of ISSCC, CICC, ESSCIRC, ASSCC, Distinguished Lecturer of SSCS, and the Board of Governors (BoG) of the CASS.

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​Shiyu Su

Shiyu Su is currently an Assistant Professor at the University of Waterloo. He received his Ph.D. degree from the University of Southern California. He is a Senior Member of the IEEE and serves as a Technical Program Committee Member for ISSCC, A-SSCC and DAC. He was the recipient of the IEEE SSCS Predoctoral Achievement Award for 2017 2018 and a co-recipient of the Best Student Paper Award (First Place) at the RFIC 2022. He was also a Ming Hsieh Institute Scholar from 2019 to 2020.

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Francesco Conzatti 

Francesco Conzatti received the Master degree in electronic engineering from the University of Udine, Italy, in 2008 and the Ph.D. from the University of Udine and from the Institut National Polytechnique, Grenoble, France, in 2012. From 2012 to 2018 he was with Intel Austria where he has been involved in the design of Continuous-Time Delta Sigma modulators for Intel’s wireless products. In 2018 he joined Infineon Technologies Austria, Villach, as Lead Principal Engineer for analog and mixed signal design, mainly focusing on data converters for several sensor and automotive products. He holds 9 patents and has authored or co-authored more than 20 journal and conference papers. Since 2025 he has been part of the ESSERC Data Converter Technical Program Committee.

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