← 返回 JSSC 论文列表JSSC 2011第9期RF & Wireless0.18umDRAMNeural Network Accelerator
A Single-Loop SS-LMS Algorithm With Single-Ended Integrating DFE Receiver for Multi-Drop DRAM Interface Hyung-Joon Chi, Jae-Seung Lee, Seong- Hwan Jeon, Seung-Jun Bae, Y oung-Soo Sohn
采用单环LMS算法的3.8 Gb/s单端积分DFE接收器,用于多通道DRAM接口。
0.18um CMOS, 3.8 Gb/s
DFE接收器LMS算法单端积分DRAM通道CMOS
▸创新点1:单环LMS算法自动确定DFE系数(方法创新)。该技术通过动态调整DFE系数,显著提升了信号完整性,在4-drop接口中将最大数据传输率从1.0 Gb/s提升至2.6 Gb/s,解决了传统手动校准的效率问题。
▸创新点2:芯片内生成参考电压以减少外部噪声影响(电路创新)。通过集成Vref环路,有效抑制了外部噪声和输入偏移电压的影响,同时能够跟踪输入数据摆幅的中间电平,适应不同工艺条件下的TX芯片变化。
▸创新点3:低开销积分去斜方案(系统创新)。该方案通过最小化硬件开销实现了时序偏差校正,在2-drop接口中将数据传输率从3.5 Gb/s提升至3.8 Gb/s,优化了系统整体性能。
▸创新点4:差分式IDFE电路校准机制(方法创新)。利用主IDFE电路和副本IDFE电路的输出差异进行DFE系数校准,提高了校准精度和鲁棒性,适用于多通道DRAM接口。
Abstract
A 3.8 Gb/s multi-drop sing le-ended integrating DFE (IDFE) receiver is implemented in a 0.18 um CMOS by using a single-loop LMS-algorithm to find the DFE coef ficients automat i- cally. Initially, a preamble input data pattern (’1101’) is applied to the main IDFE circuit to determine the DFE coef ficients, while a fixed input data pattern (’1111’) is applied to the replica ID FE cir- cuit. The difference between the outputs of the two IDFE circuits is used in the feedback loop to determine the DFE coef ficients. The reference voltage (Vref) of preamplifier is generated inside chip by a Vref loop to reduce the effect of the external noise and the input offset voltage of preampli fier and IDFE circuits and also to track the mid-level of the input data swing in spite of pr ocess variations of TX chips. An integrating deskew scheme with a minimum over- head is introduced. 2-drop and 4-drop DRAM channels are tested. The maximum data rate was increased from 1.0 Gb/ st o2 . 6G b / s by DFE in the heavily loaded 4-drop interface, from 3.5 Gb/s to 3.8 Gb/s by DFE in the 2-drop interface.