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Erschienen in:
2013 | OriginalPaper | Buchkapitel
Relearning Probability Neural Network for Monitoring Human Behaviors by Using Wireless Sensor Networks
verfasst von : Ming Jiang, Sen Qiu
Erschienen in: Advances in Neural Networks – ISNN 2013
Verlag: Springer Berlin Heidelberg
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Human behaviors monitoring by using wireless sensor networks has gained tremendous interest in recent years from researchers in many areas. To distinguish behaviors from on-body sensor signals, many classification methods have been tried, but most of them lack the relearning ability, which is quite important for long-term monitoring applications. In this paper, a relearning probabilistic neural network is proposed. The experimental results showed that the proposed method achieved good recognition performance, as well as the relearning ability.