Multi-sensor asynchronous information fusion classification strategy based on coupled HMM
基于耦合HMM的多传感异步信息融合分类策略 *

To solve the problem of multi-sensor asynchronous information fusion,this paper proposed a new fusion strategy based on coupled HMM.This approach not only realized time correlation,but also solved the information asynchronism among multi channels.Second,simplified the model structure by confining state numbers and limitting the asynchronism.Furthermore,to realize algorithm of coupled HMM,represented CHMM by a equivalent 2-stream HMM,so traditional HMM algorithm could be directly used on CHMM.The experiments...