A 60-Gb/s PAM4 Wireline Receiver With 2-Tap Direct Decision Feedback Equalization Employing Track-and-Regenerate Slicers in 28-nm CMOS

This article describes a 4-level pulse amplitude modulation (PAM4) receiver incorporating continuous time linear equalizers (CTLEs) and a 2-tap direct decision feedback equalizer (DFE) for applications in wireline communication. A CMOS track-and-regenerate slicer is proposed and employed in the PAM4 receiver. The proposed slicer is designed for the purposes of improving the clock-to-Q delay as well as the output signal swing. A direct DFE in a PAM4 receiver is made possible with the proposed slicer by having rail-to-rail digital feedback signals available with reduced delay, and accordingly relaxing the settling time constraint of the summer. With the 2-tap direct DFE enabled by the proposed slicer, loop-unrolling and inductor-based bandwidth enhancement techniques, which can be area/power intensive, are not necessary at high data rates. The PAM4 receiver fabricated in 28-nm CMOS technology achieves bit-error-rate (BER) better than 1E-12, and energy efficiency of 1.1 pJ/b at 60 Gb/s, measured over a channel with 8.2-dB loss at Nyquist

Low Power Analog Processing for Ultra-High-Speed Receivers with RF Correlation

Ultra-high-speed data communication receivers (Rxs) conventionally require analog digital converters (ADC)s with high sampling rates which have design challenges in terms of adequate resolution and power. This leads to ultra-high-speed Rxs utilising expensive and bulky high-speed oscilloscopes which are extremely inefficient for demodulation, in terms of power and size. Designing energy-efficient mixed-signal and baseband units for ultra-high-speed Rxs requires a paradigm approach detailed in this paper that circumvents the use of power-hungry ADCs by employing low-power analog processing. The low-power analog Rx employs direct-demodulation with RF correlation using low-power comparators. The Rx is able to support multiple modulations with highest modulation of 16-QAM reported so far for direct-demodulation with RF correlation. Simulations using Matlab, Simulink R2020a® indicate sufficient symbol-error rate (SER) performance at a symbol rate of 8 GS/s for the 71 GHz Urban Micro Cell and 140 GHz indoor channels. Power analysis undertaken with current analog, hybrid and digital beamforming approaches requiring ADCs indicates considerable power savings. This novel approach can be adopted for ultra-high-speed Rxs envisaged for beyond fifth generation (B5G)/sixth generation (6G)/ terahertz (THz) communication without the power-hungry ADCs, leading to low-power integrated design solutions

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

A 60-Gb/s PAM4 Wireline Receiver with 2-Tap Direct Decision Feedback Equalization Employing Track-and-Regenerate Slicers in 28-nm CMOS

This paper describes a 4-level pulse-amplitude modulation (PAM4) wireline receiver incorporating a continuous time linear equalizer (CTLE) and a 2-tap direct decision feedback equalizer (DFE). A track-and-regenerate CMOS slicer is proposed and employed in the PAM4 receiver. The reduced delay of the proposed slicer and its full-swing outputs allow the implementation of 2-tap direct decision-feedback equalization at 60-Gb/s with improved energy efficiency and area requirements. Fabricated in 28-nm CMOS technology, the PAM4 receiver achieved BER better than 1E-12 at 60-Gb/s with 1.1 pJ/b energy efficiency measured over a channel of 8.2dB loss at Nyquist rate

메모리 인터페이스를 위한 4 레벨 펄스 진폭 변조 쿼터 레이트 수신기 설계

학위논문(박사) -- 서울대학교대학원 : 공과대학 전기·정보공학부, 2022. 8. 김수환.본 연구에서는 메모리 인터페이스를 위한 4 레벨 펄스 진폭 변조 (PAM-4) 수신기와 직교 클록을 생성하는 직교 신호 보정기를 제안된다. 데이터 센터에서 증가하는 IP 트래픽은 고속 및 저전력 메모리 인터페이스에 대한 수요를 증가시켜왔다. 이러한 요구를 만족시키기 위해 클럭 및 나이퀴스트 주파수를 높이지 않고도 데이터 전송률을 높일 수 있는 PAM-4 신호가 주목을 받고 있다. PAM-4 신호는 제로 비 복귀 신호 (NRZ) 보다 3배 낮은 수직 마진을 가지며, 이는 결정 피드백 이퀄라이저 내 슬라이스의 클럭-큐 딜레이를 증가시키며, 이로 인해 PAM-4 결정 피드백 이퀄라이저의 성능을 제한하는 요인이다. 본 연구에서는 인버터 기반의 합산기를 이용, 선택적으로 신호를 증폭시키는 결정 피드백 이퀄라이저를 사용함으로써 슬라이서의 전력 소모를 증가시키지 않으면서 슬라이서의 클럭-큐 딜레이를 줄일 수 있다. 또한, 적응형 지연 이득 컨트롤러를 포함하는 직교 신호 보정기는 높은 정확도와 빠른 스큐 보정으로 쿼드러처 클럭 간의 스큐를 교정할 수 있다. 선택적 눈 증폭 결정 피드백 이퀄라이저와 적응형 지연 이득 컨트롤러를 포함하는 직교 신호 보정기의 성능을 검증하기 위해 프로토타입 칩을 제작하였다. 제작된 칩은 65 nm CMOS 공정으로 제작되었다. 프로토타입 칩은 24 Gb/s/pin 에서 10-12 의 비트 에러율을 100 mUI 의 신호 너비로 달성하였다. 프로토타입 칩 내 PAM-4 수신기는 0.73 pJ/b 의 에너지 효율을 갖는다. 또한 적응형 지연 이득 컨트롤러를 포함하는 직교 신호 보정기는 3 GHz 쿼드러처 클럭 간 최대 21.2 ps 의 스큐를 0.8 ps 까지 줄일 수 있으며, 이 때 76.9 ns 의 교정 시간을 갖는다. 제안하는 직교 신호 보정기는 3 GHz 에서 2.15 mW/GHz 의 전력 효율을 갖는다.A four-level pulse amplitude modulation (PAM-4) receiver, and a quadrature signal corrector (QSC) that generates quadrature clocks for memory interfaces is presented. Increasing IP traffic in data centers has increased the demand for high-speed and low-power memory interfaces. To satisfy this demand, PAM-4 signaling, which can increase data-rate without increasing clock and Nyquist frequency, is received considerable attention. PAM- signaling has vertical which three times lower than non-return-to-zero (NRZ) signaling, which makes the clock-to-Q delay of the slicer in the decision feedback equalizer (DFE) increases. This makes the DFE difficult to satisfy the timing constraint. In this paper, by using a DFE with inverter-based summers, the clock-to-Q delay of the slicer can be reduced without increasing the power consumption of the slicers. Also, the QSC using an adaptive delay gain controller can correct the skew between the quadrature clock with low skew and short correction time. The prototype receiver including the DFE with the inverter-based summer and the QSC using the adaptive delay gain controller was fabricated in 65 nm CMOS process. The prototype chip can achieve a bit error rate (BER) of 10-12 at 24 Gb/s/pin, and at this time, an eye width of 100 mUI is secured. The efficiency of the receiver is 0.73 pJ/b. In addition, the QSC cna reduce the maximum 21.2 ps of skew between 3 GHz quadrature clocks to 0.8 ps and has a correction time of 76.9 ns. The efficiency of the QSC is 2.15 mW/GHz.ABSTRACT 1 CONTENTS 3 LIST OF FIGURES 5 LIST OF TABLE 9 CHAPTER 1 1 INTRODUCTION 1 1.1 MOTIVATION 1 1.2 PAM-4 SIGNALING 7 1.2.1 DESIGN CONSIDERATIONS ON PAM-4 RECEIVER 10 1.2.2 PRIOR WORKS 14 1.3 QUARTER-RATE ARCHITECTURE 18 1.3.1 DESIGN CONSIDERATION ON QUARTER-RATE ARCHITECTURE 20 1.3.2 PRIOR WORKS 25 1.4 SUMMARY 28 1.5 THESIS ORGANIZATION 30 CHAPTER 2 31 CONCEPTS OF DFE WITH INVERTER-BASED SUMMER 31 2.1 CONCEPTUAL ARCHITECTURE OF DFE WITH INVERTER-BASED SUMMER 32 2.2 DESIGN CONSIDERATION OF INVERTER-BASED SUMMER 37 CHAPTER 3 41 CONCEPTS OF QUADRATURE SIGNAL CORRECTOR USING ADAPTIVE DELAY GAIN CONTROLLER 41 3.1 OPERATION OF PROPOSED QUADRATURE SIGNAL CORRECTOR 42 3.2 LOOP FILTER INCLUDING ADAPTIVE DELAY GAIN CONTROLLER 45 CHAPTER 4 48 ARCHITECTURE AND IMPLEMENTATION 48 4.1 OVERALL ARCHITECTURE 49 4.2 ANALOG FRONT END 52 4.3 DECISION FEEDBACK EQUALIZER WITH INVERTER-BASED SUMMER 54 4.4 CLOCK PATH 62 4.5 QUADRATURE SIGNAL CORRECTOR WITH ADAPTIVE DELAY GAIN CONTROLLER 63 CHAPTER 5 70 EXPERIMENTAL RESULTS 70 5.1 EXPERIMENTAL SETUP 70 5.2 EXPERIMENTAL RESULTS 74 5.2.1 MEASUREMENT RESULTS OF PAM-4 RECEIVER WITH DECISION FEEDBACK EQUALIZER USING INVERTER-BASED SUMMER 74 5.2.2 MEASUREMENT RESULTS OF QUADRATURE SIGNAL CORRECTOR USING ADAPTIVE DELAY GAIN CONTROLLER 77 CHAPTER 6 83 CONCLUSION 83 BIBLIOGRAPHY 86박