I-SENSE:智能嵌入式多传感器融合

A. Klausner, B. Rinner, A. Tengg
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引用次数: 13

摘要

I-SENSE展示了科学研究领域多传感器数据融合和普适嵌入式计算相结合的潜力。其主要思想是提供一种支持嵌入式系统上分布式在线数据融合的通用架构。由于其高板载处理和通信能力,我们提出的架构被设计用于实时执行复杂的数据融合任务。I-SENSE的另一个目标是动态更改配置,从而能够对系统环境中的变化做出反应。本文描述了正在进行的工作,开发必要的硬件和软件组件,以执行实时多层次的数据融合。我们提出了分布式I-SENSE平台,并介绍了我们的多级融合框架。初步的嵌入式图像融合实验结果验证了该方法的可行性
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I-SENSE: Intelligent Embedded Multi-Sensor Fusion
I-SENSE demonstrates the potential of combining the scientific research areas multi-sensor data fusion and pervasive embedded computing. The main idea is to provide a generic architecture which supports a distributed online data fusion on an embedded system. Due to their high onboard processing and communication power our proposed architecture is designed to perform sophisticated data fusion tasks in realtime. Another goal of I-SENSE is to dynamically change the configuration, thus, to be able to react to changes in the systems environment. This paper describes ongoing work in developing necessary hard- and software components in order to perform realtime multi-level data fusion. We present the distributed I-SENSE platform and introduce our multi-level fusion framework. First experimental results on embedded image fusion demonstrates the feasibility of our approach
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