{"blog_url":"https://blog.control-theory.com/","height":"190","url":"https://blog.control-theory.com/entry/kernel-based-identification","author_name":"control_eng_ch","version":"1.0","type":"rich","author_url":"https://blog.hatena.ne.jp/control_eng_ch/","provider_url":"https://hatena.blog","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fblog.control-theory.com%2Fentry%2Fkernel-based-identification\" title=\"Kernel-Based System Identification: Regularized Impulse Response Estimation with Stable Spline Kernels - \u5236\u5fa1\u5de5\u5b66\u30d6\u30ed\u30b0 / Control Engineering Blog\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","blog_title":"\u5236\u5fa1\u5de5\u5b66\u30d6\u30ed\u30b0 / Control Engineering Blog","published":"2026-03-15 15:52:51","width":"100%","categories":["Eng: Control Engineering","Eng: Control Theory"],"image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/c/control_eng_ch/20260316/20260316090452.jpg","provider_name":"Hatena Blog","description":"A tutorial on kernel-based regularized system identification. Explains stable spline, tuned-correlated, and diagonal-correlated kernels, hyperparameter tuning via empirical Bayes, and MATLAB implementation with impulseest.","title":"Kernel-Based System Identification: Regularized Impulse Response Estimation with Stable Spline Kernels"}