A 64Gb/s PAM-4 transceiver utilizing an adaptive threshold ADC in 16nm FinFET

Luke Wang, Yingying Fu, Marc-Andre LaCroix, Euhan Chong, A. C. Carusone
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引用次数: 21

Abstract

ADC-based transceivers having up to 8 bits of resolution have been reported for PAM-4 links above 50Gb/s [1,2], although fewer bits are sufficient and offer lower power for short reach (SR) channels. To further reduce the power consumption of ADC-based wireline transceivers, non-uniform quantization has been explored [3,4] using performance metrics for the complete link, such as bit-error rate (BER), to optimize the quantizer thresholds. Both [3,4] are PAM-2 (NRZ) receivers, demonstrating non-uniform quantization specifically for a decision feedback equalizer (DFE) at 10Gb/s and a feedforward equalizer (FFE) at 4Gb/s respectively. An LMS algorithm in [4] adjusts the threshold levels requiring fine-tuning (8b resolution). This paper presents a 64Gb/s PAM-4 transceiver utilizing an ADC-based receiver (RX), with an analog front-end (AFE) based on a 6b, 1b folding, flash ADC with adaptive threshold levels. A fast greedy-search algorithm is used to choose the optimal quantizer thresholds for minimum BER over a given channel. This provides a near-optimal way of power-scaling the ADC when the channel loss doesn't require the ADC's full resolution. The optimization can work in the background for any equalizer structure, does not place additional requirements on the ADC design, and never diverges, unlike LMS-based approaches [4].
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采用16nm FinFET自适应阈值ADC的64Gb/s PAM-4收发器
据报道,基于adc的收发器具有高达8位的分辨率,用于50Gb/s以上的PAM-4链路[1,2],尽管更少的位就足够了,并且为短距离(SR)通道提供更低的功率。为了进一步降低基于adc的有线收发器的功耗,研究人员利用完整链路的性能指标(如误码率(BER))探索了非均匀量化[3,4],以优化量化器阈值。两者[3,4]都是PAM-2 (NRZ)接收器,分别为10Gb/s的决策反馈均衡器(DFE)和4Gb/s的前馈均衡器(FFE)展示了非均匀量化。[4]中的LMS算法调整需要微调的阈值水平(8b分辨率)。本文提出了一个64Gb/s PAM-4收发器,利用基于ADC的接收器(RX),模拟前端(AFE)基于6b, 1b折叠,具有自适应阈值水平的闪存ADC。在给定信道上,采用快速贪婪搜索算法选择最小误码率的最优量化器阈值。当通道损耗不需要ADC的全分辨率时,这提供了一种近乎最佳的ADC功率缩放方式。与基于lms的方法不同,这种优化可以在任何均衡器结构的后台工作,不会对ADC设计提出额外的要求,并且不会发散[4]。
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