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Transmitter and Receiver Equalizers Optimization Methodologies for High-Speed Links in Industrial Computer Platforms Post-Silicon Validation

机译:工业计算机平台中高速链路的发射器和接收器均衡器优化方法,经过硅验证

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As microprocessor design scales to nanometric technology, traditional post-silicon validation techniques are inappropriate to get a full system functional coverage. Physical complexity and extreme technology process variations introduce design challenges to guarantee performance over process, voltage, and temperature conditions. In addition, there is an increasingly higher number of mixed-signal circuits within microprocessors. Many of them correspond to high-speed input/output (HSIO) links. Improvements in signaling methods, circuits, and process technology have allowed HSIO data rates to scale beyond 10 Gb/s, where undesired effects can create multiple signal integrity problems. With all of these elements, post-silicon validation of HSIO links is tough and time-consuming. One of the major challenges in electrical validation of HSIO links lies in the physical layer (PHY) tuning process, where equalization techniques are used to cancel these undesired effects. Typical current industrial practices for PHY tuning require massive lab measurements, since they are based on exhaustive enumeration methods. In this work, direct and surrogate-based optimization methods, including space mapping, are proposed based on suitable objective functions to efficiently tune the transmitter and receiver equalizers. The proposed methodologies are evaluated by lab measurements on realistic industrial post-silicon validation platforms, confirming dramatic speed up in PHY tuning and substantial performance improvement.
机译:随着微处理器设计扩展到纳米技术,传统的硅后验证技术不适合获得完整的系统功能覆盖。物理复杂性和极端技术工艺变化带来了设计挑战,以保证在工艺,电压和温度条件下的性能。另外,微处理器中混合信号电路的数量越来越多。它们中的许多对应于高速输入/输出(HSIO)链接。信令方法,电路和处理技术的改进使HSIO数据速率可扩展到10 Gb / s以上,在这种情况下,不良影响会造成多个信号完整性问题。有了所有这些元素,HSIO链接的硅后验证将既困难又耗时。 HSIO链路的电气验证的主要挑战之一是物理层(PHY)调整过程,在该过程中,均衡技术用于消除这些不良影响。当前基于PHY调整的典型工业实践需要大量的实验室测量,因为它们基于详尽的枚举方法。在这项工作中,基于适当的目标函数,提出了直接和基于代理的优化方法,包括空间映射,以有效地调整发送器和接收器均衡器。通过在现实的工业化后硅验证平台上进行实验室测量,对所提出的方法进行了评估,从而确认了PHY调优的显着加快以及显着的性能提升。

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