今天早上,在再一次通读全文,修改部分语法、表达之后,讲毕业设计报告提交给了导师。接下来面对的就是紧张的考试了~~

依然按照我的风格,文档代码全部开源,除非特别说明所有资源全部使用GPL v3发放,请遵守该License的规定。

ABSTRACT: We developed a gesture based human computer interaction interface. Wireless sensor node is used to capture human body acceleration data. To segment received acceleration data stream, we developed an algorithm based on sliding window and standard deviation. To recognize gesture, Hidden Markov Model (HMM) which is a machine learning algorithm is used. Series prototype applications are built to demonstrate possible gesture based applications in future. We conducted several experiments as well. Finally, we got highest 96% accuracy and lowest 17% accuracy.

KEYWORDS: body sensor network, wireless sensor network, data stream processing, hidden markov model, machine learning, gesture recognition, human-computer interface

 

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程序源代码将在考试之后放到网上,谢谢。


同时,将本科毕业设计报告一并开源。巧合的是,本科毕业设计完成时间6月10日,研究生毕业设计完成时间6月11日。大家看看两年了,是否有进步。

 

(非IE用户可能不能正常浏览)

程序源代码将在考试之后放到网上,谢谢。