图 书 馆
嵌入式机器学习：使用TinyOS和乐高MINDSTORMS NXT的无线传感器网络应用支持向量机Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Networks using TinyOS and Lego Mindstorms NXT |
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| 课程网址: | http://videolectures.net/ecmlpkdd08_pedersen_emlu/ |
| 主讲教师: | Rasmus Pedersen |
| 开课单位: | 哥本哈根商学院 |
| 开课时间: | 2008-10-10 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The tutorial on embedded machine learning will present a case study of implementing and using a binary support vector machine in wireless sensor networks. It will use a very popular operating system for wireless sensor networks called TinyOS and the new exciting open hardware/software platform Lego Mindstorms NXT from LEGO. Outline of the tutorial (structured list of topics): The tutorial provides an overview of embedded machine learning and an Overview of wireless sensor networks, TinyOS and the programming language nesC. It provides an introduction to LEGO MINDSTORMS and the main hardware items needed to engage the problem in a meaningful way. The mapping of the binary support vector machine to the constraints of the embedded machine learning problem is given (memory, battery, little CPU). |
| 关 键 词: | 嵌入式机器学习; 支持向量机; 无线传感器网络 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-29：yumf |
| 阅读次数: | 53 |