最近在调试一个游戏设备的力反馈系统时遇到了奇怪现象:明明信号输出正常,用户却说’手感不对’。这让我开始思考一个问题——我们如何将虚拟世界的数字信号转化为用户能感知的真实体验? Recently debugging a haptic feedback system, I found that perfect signal output doesn’t guarantee the right ‘feel’ for users.
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医院里的多维传感器:重新理解"有意义"的信号特征
去医院做睡眠呼吸检测,本以为就是鼻子附近装个传感器简单监测。结果护士拿来一大箱设备,十几根电极线、两条松紧带、各种传感器,把我贴成了实验小白鼠。躺在床上突然想到:检测一个呼吸问题,为什么需要这么多维度的数据? Went for sleep apnea testing expecting a simple nasal sensor, but ended up wired with dozens of electrodes and sensors like a lab rat.
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抽象之下的盲区:现代AI开发中的认知陷阱
中午和同事聊天,本是寻常闲聊,却意外地让我陷入尴尬。当被问’这是什么类型的AI’时,作为一个深度接触过各种AI技术的程序员,我竟然不知道从哪里开始解释。这次解释失败让我开始反思:我们对自己知识边界的认识可能存在盲区。 A casual lunch chat about AI left me embarrassingly unable to explain what should be basic concepts, making me question my own knowledge boundaries.
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MBD流程的CI/CD实践
搭建MBD自动化工作流时深深体会到跨团队协作的复杂性:控制算法工程师专注模型设计,嵌入式工程师关心代码生成,两个团队节奏和关注点完全不同。文件交付的版本混乱、MATLAB服务器资源冲突、状态同步的盲区,每个都让人头疼。 Building an MBD automation workflow revealed the complexity of cross-team collaboration between control algorithm and embedded engineers.
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从板球实验重新理解控制思维
工作中需要搭建MBD自动化流程,要和控制算法团队深度对接。为了重新梳理控制理论基础,我决定从经典的板球实验入手。听起来简单吧?用摄像头捕捉小球位置,调整平板倾斜角度让小球稳在中心。试试就知道这是个彻头彻尾的非稳定系统。 Needing to work closely with control algorithm teams, I decided to revisit the classic ball-and-plate experiment to refresh control theory fundamentals.
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从Mock到真实组件:一次测试框架架构演进的实践记录
软件在环测试中,我们习惯用简化Mock模拟外设组件。项目初期觉得这思路完美:快速、简单、可控。但随着需求复杂化,仿真框架陷入了’Mock地狱’——每次需求变化就得改Mock,真实组件更新又得同步Mock。写完200多行踏板响应曲线的Mock后突然意识到:这TM不就是重新实现一遍真实组件吗? Started with lightweight mocks for hardware components, thinking it was perfect. But as requirements grew complex, I found myself in ‘Mock Hell’ - constantly updating and maintaining simplified versions of real components.
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MPLS技术深度解析:从标签交换到流量工程
同样的硬件平台,启用MPLS后转发性能竟然比纯IP转发还要好。按理说多了一层标签封装,开销应该更大才对?这个意外结果让我重新审视MPLS的设计哲学。 During datacenter switch performance testing, I discovered something counterintuitive: MPLS forwarding actually outperformed plain IP routing on the same hardware.
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二三层转发的那些事
客户遇到一个让人摸不着头脑的问题:同一VLAN里两台机器,配置看起来都对,但就是ping不通。Wireshark抓包发现ARP请求一直在发,就是收不到回复。经过两小时排查才发现是MAC地址表的坑,这次经历让我重新审视二三层转发的每个细节。 A customer’s seemingly impossible network issue led to a 2-hour troubleshooting session that revealed the hidden complexities of basic L2/L3 forwarding.