Special Topics - The Kalman Filter (1 of 55) What is a Kalman Filter?
5 人推荐 · 跨 5 个月 · 2017–2025
中文导读
Michel van Biezen 打造的 55 集卡尔曼滤波（Kalman filter）系列教程第一讲。采用短小精悍的板书风格，从直观物理动机一路推导至代数实例与全矩阵运算。
为什么 HN 推它
Hacker News 多次高赞推荐的卡尔曼滤波入门宝藏教程，循序渐进、极其通透，专治各种学不会。
「哪怕只看前几集也绝对值回票价，能帮你对这项极为实用的技术建立真正的深度理解。」HN 网友原话：It's really worth watching even just the first couple videos to get a deeper understanding of this very useful technique.
英文原摘要（HackerTube / Claude 整理）
The first video in a 55-part series by Michel van Biezen that introduces the Kalman filter and builds from the rationale through algebraic examples to the full matrix treatment. The videos are short, blackboard-style lectures.
HN repeatedly recommends this series as a clear, step-by-step way to really understand Kalman filtering.
HN 上的提及
It's a great set of 55 video lectures on Kalman filtering.
I found this sequence of videos really helpful
It's really worth watching even just the first couple videos to get a deeper understanding of this very useful technique.
Here is another tutorial on Kalman Filters, step-by-step video playlist
I really like this set of videos for explaining the KF.