Design of Energy-Efficient A/D Converters with Partial Embedded Equalization for High-Speed Wireline Receiver Applications

As the data rates of wireline communication links increases, channel impairments such as skin effect, dielectric loss, fiber dispersion, reflections and cross-talk become more pronounced. This warrants more interest in analog-to-digital converter (ADC)-based serial link receivers, as they allow for more complex and flexible back-end digital signal processing (DSP) relative to binary or mixed-signal receivers. Utilizing this back-end DSP allows for complex digital equalization and more bandwidth-efficient modulation schemes, while also displaying reduced process/voltage/temperature (PVT) sensitivity. Furthermore, these architectures offer straightforward design translation and can directly leverage the area and power scaling offered by new CMOS technology nodes. However, the power consumption of the ADC front-end and subsequent digital signal processing is a major issue. Embedding partial equalization inside the front-end ADC can potentially result in lowering the complexity of back-end DSP and/or decreasing the ADC resolution requirement, which results in a more energy-effcient receiver. This dissertation presents efficient implementations for multi-GS/s time-interleaved ADCs with partial embedded equalization. First prototype details a 6b 1.6GS/s ADC with a novel embedded redundant-cycle 1-tap DFE structure in 90nm CMOS. The other two prototypes explain more complex 6b 10GS/s ADCs with efficiently embedded feed-forward equalization (FFE) and decision feedback equalization (DFE) in 65nm CMOS. Leveraging a time-interleaved successive approximation ADC architecture, new structures for embedded DFE and FFE are proposed with low power/area overhead. Measurement results over FR4 channels verify the effectiveness of proposed embedded equalization schemes. The comparison of fabricated prototypes against state-of-the-art general-purpose ADCs at similar speed/resolution range shows comparable performances, while the proposed architectures include embedded equalization as well

Modeling and Design of High-Speed CMOS Receivers for Short-Reach Photonic Links

This dissertation presents several research outcomes towards designing high-speed CMOS optical receivers for energy-efficient short-reach optical links. First, it provides a wide survey of recently published equalizer-based receivers and presents a novel methodology to accurately calculate their noise. The proposed methodology is then used to find the receiver that achieves the best sensitivity. Second, the trade-off between sensitivity and power dissipation of the receiver is optimized to reduce the energy consumption per bit of the overall link. Design trade-offs for the receiver, transmitter, and the overall link are presented, and comparisons are made to study how much receiver sensitivity can be sacrificed to save its power dissipation before this power reduction is outpaced by the transmitter’s increase in power. Unlike conventional wisdom, our results show that energy-efficient links require low-power receivers with input capacitance much smaller than that required for noise-optimum performance. Third, the thesis presents a novel equalization technique for optical receivers. A linear equalizer (LE) is realized by adding a pole in the feedback paths of an active feedback-based wideband amplifier. By embedding the peaking in the main amplifier (MA), the front-end meets the sensitivity and gain of conventional LE-based receivers with better energy efficiency by eliminating the standalone equalizer stage(s). Electrical measurements are presented to demonstrate the capability of the proposed technique in restoring the bandwidth and improving the performance over the conventional design

Bridging the gap : an optimization-based framework for fast, simultaneous circuit & system design space exploration

Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2008.Includes bibliographical references (p. 107-110).Design of modern mixed signal integrated circuits is becoming increasingly difficult. Continued MOSFET scaling is approaching the global power dissipation limits while increasing transistor variability, thus requiring careful allocation of power and area resources to achieve increasingly more aggressive performance specifications. In this tightly constrained environment traditional iterative system-to-circuit redesign loop, is becoming inefficient. With complex system architectures and circuit specifications approaching technological limits of the process employed, the designers have less room to margin for the overhead of strict system and circuit design interdependencies. Severely constrained modern mixed IC design can take many iterations to converge in such a design flow. This is an expensive and time consuming process. The situation is particularly acute in high-speed links. As an important building block of many systems (high speed I/O, on-chip communication, ...) power efficiency and area footprint are of utmost importance. Design of these systems is challenging in both system and circuit domain. On one hand system architectures are becoming increasingly complex to provide necessary performance increase. On the other, circuit implementation of these increasingly complicated systems is difficult to achieve under tight power and area budget. To bridge this gap between system and circuit design, we formulate a circuit-to-system optimization-driven framework. It is an equation-based description, powered by a human designer. Provided with equation-based model we use fast optimization tools to quickly scout the available design space. Presence of a designer in the flow is invaluable resource enabling significant saving by simplifying the models to capture only the relevant information and constraining the search space to areas where meaningful solutions might be expected to be found.(cont) Thus, the computational effort overhead that plagues the simulation-based design space exploration and design optimization is greatly reduced. The flow is powered by a signomial optimization engine. The key challenge is to bring, from the modeling point of view, very different problems such as circuit design and system design into the realm of an optimization engine that can solve them jointly, thus breaking the re-design loop or at least cutting it shorter. Relying on signomial programming is necessary in order to accurately model all the necessary phenomenons that arise in electrical circuits and at system level. For example, defining regions of operation of transistors under polarization conditions can not be modeled accurately with simpler type of equations. Similarly, calculating the effect of filtering to a signal also requires possibility to handle signomial equations. Thus, signomial programming is necessary yet not fully explored and finding suitable formulation might take some experimenting as we will see in this thesis. Signomial programming, as a general non-convex optimization problem, is still an active research area. Most of the solutions proposed so far involve local convexification of the problem in addition to branch & bound type of search. Furthermore, most of the non-convex problems are solved for one particular system of equations, and general methodology that is reliable and efficient is not known. Thus, a big part the work to be presented in this thesis is detailing how to construct a system formulation that the optimization engine can solve efficiently and reliably. We tested different formulations and their performance measured in terms of parsing and solving speed and accuracy. From these tests we motivate and explain how a series of transformations we introduce improve our formulation and arrive to a well-behaved and reliable form. We show how to apply our design flow in high-speed link design.(cont) By restructuring the traditional design flow we derive system and circuit abstractions. These sub-problems are interfaced through a set of well defined interface variables, which enables code level separation of problem descriptions, thus building a modular and easy to read and maintain system and circuit model. Finally we develop a set of scripts to automate formulating parametrized system level description. We explain how our transformations influence the speed of this process as well as the size of the model produced.by Ranko Sredojević.S.M

Energy-Efficient Receiver Design for High-Speed Interconnects

High-speed interconnects are of vital importance to the operation of high-performance computing and communication systems, determining the ultimate bandwidth or data rates at which the information can be exchanged. Optical interconnects and the employment of high-order modulation formats are considered as the solutions to fulfilling the envisioned speed and power efficiency of future interconnects. One common key factor in bringing the success is the availability of energy-efficient receivers with superior sensitivity. To enhance the receiver sensitivity, improvement in the signal-to-noise ratio (SNR) of the front-end circuits, or equalization that mitigates the detrimental inter-symbol interference (ISI) is required. In this dissertation, architectural and circuit-level energy-efficient techniques serving these goals are presented. First, an avalanche photodetector (APD)-based optical receiver is described, which utilizes non-return-to-zero (NRZ) modulation and is applicable to burst-mode operation. For the purposes of improving the overall optical link energy efficiency as well as the link bandwidth, this optical receiver is designed to achieve high sensitivity and high reconfiguration speed. The high sensitivity is enabled by optimizing the SNR at the front-end through adjusting the APD responsivity via its reverse bias voltage, along with the incorporation of 2-tap feedforward equalization (FFE) and 2-tap decision feedback equalization (DFE) implemented in current-integrating fashion. The high reconfiguration speed is empowered by the proposed integrating dc and amplitude comparators, which eliminate the RC settling time constraints. The receiver circuits, excluding the APD die, are fabricated in 28-nm CMOS technology. The optical receiver achieves bit-error-rate (BER) better than 1E−12 at −16-dBm optical modulation amplitude (OMA), 2.24-ns reconfiguration time with 5-dB dynamic range, and 1.37-pJ/b energy efficiency at 25 Gb/s. Second, a 4-level pulse amplitude modulation (PAM4) wireline receiver is described, which incorporates continuous time linear equalizers (CTLEs) and a 2-tap direct DFE dedicated to the compensation for the first and second post-cursor ISI. The direct DFE in a PAM4 receiver (PAM4-DFE) is made possible by the proposed CMOS track-and-regenerate slicer. This proposed slicer offers rail-to-rail digital feedback signals with significantly improved clock-to-Q delay performance. The reduced slicer delay relaxes the settling time constraint of the summer circuits and allows the stringent DFE timing constraint to be satisfied. With the availability of a direct DFE employing the proposed slicer, inductor-based bandwidth enhancement and loop-unrolling techniques, which can be power/area intensive, are not required. Fabricated in 28-nm CMOS technology, the PAM4 receiver achieves BER better than 1E−12 and 1.1-pJ/b energy efficiency at 60 Gb/s, measured over a channel with 8.2-dB loss at Nyquist frequency. Third, digital neural-network-enhanced FFEs (NN-FFEs) for PAM4 analog-to-digital converter (ADC)-based optical interconnects are described. The proposed NN-FFEs employ a custom learnable piecewise linear (PWL) activation function to tackle the nonlinearities with short memory lengths. In contrast to the conventional Volterra equalizers where multipliers are utilized to generate the nonlinear terms, the proposed NN-FFEs leverage the custom PWL activation function for nonlinear operations and reduce the required number of multipliers, thereby improving the area and power efficiencies. Applications in the optical interconnects based on micro-ring modulators (MRMs) are demonstrated with simulation results of 50-Gb/s and 100-Gb/s links adopting PAM4 signaling. The proposed NN-FFEs and the conventional Volterra equalizers are synthesized with the standard-cell libraries in a commercial 28-nm CMOS technology, and their power consumptions and performance are compared. Better than 37% lower power overhead can be achieved by employing the proposed NN-FFEs, in comparison with the Volterra equalizer that leads to similar improvement in the symbol-error-rate (SER) performance.</p

Design Techniques for High Performance Serial Link Transceivers

Increasing data rates over electrical channels with significant frequency-dependent loss is difficult due to excessive inter-symbol interference (ISI). In order to achieve sufficient link margins at high rates, I/O system designers implement equalization in the transmitters and are motivated to consider more spectrally-efficient modulation formats relative to the common PAM-2 scheme, such as PAM-4 and duobinary. The first work, reviews when to consider PAM-4 and duobinary formats, as the modulation scheme which yields the highest system margins at a given data rate is a function of the channel loss profile, and presents a 20Gb/s triple-mode transmitter capable of efficiently implementing these three modulation schemes and three-tap feedforward equalization. A statistical link modeling tool, which models ISI, crosstalk, random noise, and timing jitter, is developed to compare the three common modulation formats operating on electrical backplane channel models. In order to improve duobinary modulation efficiency, a low-power quarter-rate duobinary precoder circuit is proposed which provides significant timing margin improvement relative to full-rate precoders. Also as serial I/O data rates scale above 10 Gb/s, crosstalk between neighboring channels degrades system bit-error rate (BER) performance. The next work presents receive-side circuitry which merges the cancellation of both near-end and far-end crosstalk (NEXT/FEXT) and can automatically adapt to different channel environments and variations in process, voltage, and temperature. NEXT cancellation is realized with a novel 3-tap FIR filter which combines two traditional FIR filter taps and a continuous-time band-pass filter IIR tap for efficient crosstalk cancellation, with all filter tap coefficients automatically determined via an ondie sign-sign least-mean-square (SS-LMS) adaptation engine. FEXT cancellation is realized by coupling the aggressor signal through a differentiator circuit whose gain is automatically adjusted with a power-detection-based adaptation loop. In conclusion, the proposed architectures in the transmitter side and receiver side together are to be good solution in the high speed I/O serial links to improve the performance by overcome the physical channel loss and adjacent channel noise as the system becomes complicated

Design of High-Speed CMOS Interface Circuits for Optical Communications

학위논문 (박사)-- 서울대학교 대학원 공과대학 전기·컴퓨터공학부, 2017. 8. 정덕균.The bandwidth requirement of wireline communications has increased ex-ponentially because of the ever-increasing demand for data centers and high-performance computing systems. However, it becomes difficult to satisfy the requirement with legacy electrical links which suffer from frequency-dependent losses due to skin effect, dielectric loss, channel reflections, and crosstalk, resulting in a severe bandwidth limitation. In order to overcome this challenge, it is necessary to introduce optical communication technology, which has been mainly used for long-reach communications, such as long-haul net-works and metropolitan area networks, to the medium- and short-reach com-munication systems. However, there still remain important issues to be resolved to facilitate the adoption of the optical technologies. The most critical challeng-es are the energy efficiency and the cost competitiveness as compared to the legacy copper-based electrical communications. One possible solution is silicon photonics that has long been investigated by a number of research groups. De-spite inherent incompatibility of silicon with the photonic world, silicon pho-tonics is promising and is the only solution that can leverage the mature CMOS technologies. In this thesis, we summarize the current status of silicon photonics and pro-vide the prospect of the optical interconnection. We also present key circuit techniques essential to the implementation of high-speed and low-power optical receivers. And then, we propose optical receiver architectures satisfying the aforementioned requirements with novel circuit techniques.CHAPTER 1 INTRODUCTION 1 1.1 MOTIVATION 1 1.2 THESIS ORGANIZATION 6 CHAPTER 2 BACKGROUND OF OPTICAL COMMUNICATION 7 2.1 OVERVIEW OF OPTICAL LINK 7 2.2 SILICON PHOTONICS 11 2.3 HYBRID INTEGRATION 22 2.4 SILICON-BASED PHOTODIODES 28 2.4.1 BASIC TERMINOLOGY 28 2.4.2 SILICON PD 29 2.4.3 GERMANIUM PD 32 2.4.4 INTEGRATION WITH WAVEGUIDE 33 CHAPTER 3 CIRCUIT TECHNIQUES FOR OPTICAL RECEIVER 35 3.1 BASIS OF TRANSIMPEDANCE AMPLIFIER 35 3.2 TOPOLOGY OF TIA 39 3.2.1 RESISTOR-BASED TIA 39 3.2.2 COMMON-GATE-BASED TIA 41 3.2.3 FEEDBACK-BASED TIA 44 3.2.4 INVERTER-BASED TIA 47 3.2.5 INTEGRATING RECEIVER 48 3.3 BANDWIDTH EXTENSION TECHNIQUES 49 3.3.1 INDUCTOR-BASED TECHNIQUE 49 3.3.2 EQUALIZATION 61 3.4 CLOCK AND DATA RECOVERY CIRCUITS 66 3.4.1 CDR BASIC 66 3.4.2 CDR EXAMPLES 68 CHAPTER 4 LOW-POWER OPTICAL RECEIVER FRONT-END 73 4.1 OVERVIEW 73 4.2 INVERTER-BASED TIA WITH RESISTIVE FEEDBACK 74 4.3 INVERTER-BASED TIA WITH RESISTIVE AND INDUCTIVE FEEDBACK 81 4.4 CIRCUIT IMPLEMENTATION 89 4.5 MEASUREMENT RESULTS 93 CHAPTER 5 BANDWIDTH- AND POWER-SCALABLE OPTICAL RECEIVER FRONT-END 96 5.1 OVERVIEW 96 5.2 BANDWIDTH AND POWER SCALABILITY 97 5.3 GM STABILIZATION 98 5.4 OVERALL BLOCK DIAGRAM OF RECEIVER 104 5.5 MEASUREMENT RESULTS 111 CHAPTER 6 CONCLUSION 118 BIBLIOGRAPHY 120 초 록 131Docto

Design of High-Speed SerDes Transceiver for Chip-to-Chip Communications in CMOS Process

With the continuous increase of on-chip computation capacities and exponential growth of data-intensive applications, the high-speed data transmission through serial links has become the backbone for modern communication systems. To satisfy the massive data-exchanging requirement, the data rate of such serial links has been updated from several Gb/s to tens of Gb/s. Currently, the commercial standards such as Ethernet 400GbE, InfiniBand high data rate (HDR), and common electrical interface (CEI)-56G has been developing towards 40+ Gb/s. As the core component within these links, the transceiver chipset plays a fundamental role in balancing the operation speed, power consumption, area occupation, and operation range. Meanwhile, the CMOS process has become the dominant technology in modern transceiver chip fabrications due to its large-scale digital integration capability and aggressive pricing advantage. This research aims to explore advanced techniques that are capable of exploiting the maximum operation speed of the CMOS process, and hence provides potential solutions for 40+ Gb/s CMOS transceiver designs. The major contributions are summarized as follows. A low jitter ring-oscillator-based injection-locked clock multiplier (RILCM) with a hybrid frequency tracking loop that consists of a traditional phase-locked loop (PLL), a timing-adjusted loop, and a loop selection state-machine is implemented in 65-nm C-MOS process. In the ring voltage-controlled oscillator, a full-swing pseudo-differential delay cell is proposed to lower the device noise to phase noise conversion. To obtain high operation speed and high detection accuracy, a compact timing-adjusted phase detector tightly combined with a well-matched charge pump is designed. Meanwhile, a lock-loss detection and lock recovery is devised to endow the RILCM with a similar lock-acquisition ability as conventional PLL, thus excluding the initial frequency set- I up aid and preventing the potential lock-loss risk. The experimental results show that the figure-of-merit of the designed RILCM reaches -247.3 dB, which is better than previous RILCMs and even comparable to the large-area LC-ILCMs. The transmitter (TX) and receiver (RX) chips are separately designed and fab- ricated in 65-nm CMOS process. The transmitter chip employs a quarter-rate multi-multiplexer (MUX)-based 4-tap feed-forward equalizer (FFE) to pre-distort the output. To increase the maximum operating speed, a bandwidth-enhanced 4:1 MUX with the capability of eliminating charge-sharing effect is proposed. To produce the quarter-rate parallel data streams with appropriate delays, a compact latch array associated with an interleaved-retiming technique is designed. The receiver chip employs a two-stage continuous-time linear equalizer (CTLE) as the analog front-end and integrates an improved clock data recovery to extract the sampling clocks and retime the incoming data. To automatically balance the jitter tracking and jitter suppression, passive low-pass filters with adaptively-adjusted bandwidth are introduced into the data-sampling path. To optimize the linearity of the phase interpolation, a time-averaging-based compensating phase interpolator is proposed. For equalization, a combined TX-FFE and RX-CTLE is applied to compensate for the channel loss, where a low-cost edge-data correlation-based sign zero-forcing adaptation algorithm is proposed to automatically adjust the TX-FFE’s tap weights. Measurement results show that the fabricated transmitter/receiver chipset can deliver 40 Gb/s random data at a bit error rate of 16 dB loss at the half-baud frequency, while consuming a total power of 370 mW

Hybrid NRZ/Multi-Tone Signaling for High-Speed Low-Power Wireline Transceivers

Over the past few decades, incessant growth of Internet networking traffic and High-Performance Computing (HPC) has led to a tremendous demand for data bandwidth. Digital communication technologies combined with advanced integrated circuit scaling trends have enabled the semiconductor and microelectronic industry to dramatically scale the bandwidth of high-loss interfaces such as Ethernet, backplane, and Digital Subscriber Line (DSL). The key to achieving higher bandwidth is to employ equalization technique to compensate the channel impairments such as Inter-Symbol Interference (ISI), crosstalk, and environmental noise. Therefore, todayâs advanced input/outputs (I/Os) has been equipped with sophisticated equalization techniques to push beyond the uncompensated bandwidth of the system. To this end, process scaling has continually increased the data processing capability and improved the I/O performance over the last 15 years. However, since the channel bandwidth has not scaled with the same pace, the required signal processing and equalization circuitry becomes more and more complicated. Thereby, the energy efficiency improvements are largely offset by the energy needed to compensate channel impairments. In this design paradigm, re-thinking about the design strategies in order to not only satisfy the bandwidth performance, but also to improve power-performance becomes an important necessity. It is well known in communication theory that coding and signaling schemes have the potential to provide superior performance over band-limited channels. However, the choice of the optimum data communication algorithm should be considered by accounting for the circuit level power-performance trade-offs. In this thesis we have investigated the application of new algorithm and signaling schemes in wireline communications, especially for communication between microprocessors, memories, and peripherals. A new hybrid NRZ/Multi-Tone (NRZ/MT) signaling method has been developed during the course of this research. The system-level and circuit-level analysis, design, and implementation of the proposed signaling method has been performed in the frame of this work, and the silicon measurement results have proved the efficiency and the robustness of the proposed signaling methodology for wireline interfaces. In the first part of this work, a 7.5 Gb/s hybrid NRZ/MT transceiver (TRX) for multi-drop bus (MDB) memory interfaces is designed and fabricated in 40 nm CMOS technology. Reducing the complexity of the equalization circuitry on the receiver (RX) side, the proposed architecture achieves 1 pJ/bit link efficiency for a MDB channel bearing 45 dB loss at 2.5 GHz. The measurement results of the first prototype confirm that NRZ/MT serial data TRX can offer an energy-efficient solution for MDB memory interfaces. Motivated by the satisfying results of the first prototype, in the second phase of this research we have exploited the properties of multi-tone signaling, especially orthogonality among different sub-bands, to reduce the effect of crosstalk in high-dense wireline interconnects. A four-channel transceiver has been implemented in a standard CMOS 40 nm technology in order to demonstrate the performance of NRZ/MT signaling in presence of high channel loss and strong crosstalk noise. The proposed system achieves 1 pJ/bit power efficiency, while communicating over a MDB memory channel at 36 Gb/s aggregate data rate