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A multifunctional wireless body area sensors network with real time embedded data analysis

机译:具有实时嵌入式数据分析功能的多功能无线人体区域传感器网络

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Quantitative limitation of sensor nodes, single function and limited data processing capability, are the major problems of traditional Wireless Body Area Network (WBAN). In many applications, numbers of sensor nodes used for multi-parameter synchronous measurements are necessary, which usually require real-time analysis and high portability. This paper presents a multifunctional WBAN with real time embedded data analysis ability. Each sensor node in the WBAN is capable of EEG/ECG/EOG, respiration impedance and body posture measurement. The DSP-embedded node, namely the main node, is solely responsible for the on-line data processing. The experiments demonstrated that this platform is able to afford more than 16 nodes simultaneously, which maintains a low data loss rate and high signal quality even for high sampling rate applications. With the advantage of DSP core, this platform performs perfectly in processing complex data acquired by multiple sensor nodes in real time.
机译:传感器节点的数量限制,单一功能和有限的数据处理能力是传统无线人体局域网(WBAN)的主要问题。在许多应用中,用于多参数同步测量的传感器节点数量是必需的,这通常需要实时分析和高度可移植性。本文提出了一种具有实时嵌入式数据分析功能的多功能WBAN。 WBAN中的每个传感器节点都可以执行EEG / ECG / EOG,呼吸阻抗和身体姿势测量。嵌入DSP的节点(即主节点)仅负责在线数据处理。实验表明,该平台能够同时提供16个以上的节点,即使在高采样率应用中也可保持低数据丢失率和高信号质量。凭借DSP内核的优势,该平台可以完美地实时处理由多个传感器节点采集的复杂数据。

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