원문정보
보안공학연구지원센터(IJMUE)
International Journal of Multimedia and Ubiquitous Engineering
Vol.11 No.2
2016.02
pp.389-398
피인용수 : 0건 (자료제공 : 네이버학술정보)
초록
영어
This paper puts towards the improvement of the HMM algorithm, then proposed the HMM state identification model of the electronic equipment. It is verified by examples of the experiment, which results show that the HMM state recognition effect is better, recognition rate can reach 94%.Finally, and the experimental results were analyzed, and found the number of hidden states and have bigger influence on the model of training samples.
목차
Abstract
1. Introduction
2. Theory of Based on HMM
3. Improvement of HMM Algorithm
4. Model for State Recognition Based on Hidden Markov Model
4.1. Basic Structure of HMM
4.2. Build Model of HMM for Electronic Equipment
4.3. Model for State Recognition
4.4. State Recognition Based on HMM
5. Conclusion
References
1. Introduction
2. Theory of Based on HMM
3. Improvement of HMM Algorithm
4. Model for State Recognition Based on Hidden Markov Model
4.1. Basic Structure of HMM
4.2. Build Model of HMM for Electronic Equipment
4.3. Model for State Recognition
4.4. State Recognition Based on HMM
5. Conclusion
References
저자정보
참고문헌
자료제공 : 네이버학술정보