Distributed sensing based on intelligent sensor networks

作者: Henry Leung , Sandeep Chandana , Shuang Wei

DOI: 10.1109/MCAS.2008.923977

关键词:

摘要: Network centric approach to complex systems has been attracting a lot of attention in the recent past. With specific applications space, military and other information enterprises, such an is capable yielding autonomy at system level. This article describes distributed processing sensor networks. The network architecture entails hierarchy capabilities, control, where nodes are thoroughly or partially autonomous. also consists slave dedicated sensing gathering information. Individual expected possess resources for networking computing presume through multi functional modules sensory situation assessment. Data association, registration fusion formulated into joint process, expectation maximization (EM) developed solve three problems simultaneously. A fuzzy cognitive map (FCM) proposed perform assessment, while genetic algorithm (GA) applied learning, identify optimal structure. coastal surveillance with simulations on west coast Canada.

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