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A vibration-based multi-user concurrent communication system with commercial devices

机译:基于振动的多用户并发通信系统,具有商业设备

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摘要

Multi-user concurrent communication has become an increasingly important issue in mobile computing. Emerging vibration-based communication provides a new multi-to-single (M2S) data communication model for face-to-face tasks as opposed to most existing device-to-device (D2D) communication technologies. However, the transmission of multiple concurrent vibration signals often results in a highly coupled received signal, which makes it very difficult to reconstruct the source signals. This paper proposes ViCom, a vibration-based communication system that performs parallel decoding to achieve M2S transmission between mobile devices. The core of ViCom is a Decomposition Transformation Diagonal Algorithm (DTDA) that decomposes the received signal and constructs an estimated set of source signals, which are first decoupled by an autocorrelation function and then diagonalized to further improve the signal reconstruction accuracy. We implement ViCom using vibration motors and accelerometers embedded in existing smart phones and wearable devices, and evaluate its performance over different distances through disparate transmission media. Experimental results show that ViCom achieves effective data transmission of eight users with an accuracy of 98.6% and exhibits a superior overall performance over existing methods.
机译:多用户并发通信已成为移动计算中越来越重要的问题。基于振动的通信提供了一种新的多对单(M2S)数据通信模型,用于面对面任务,而不是大多数现有设备到设备(D2D)通信技术。然而,多个并发振动信号的传输通常导致高耦合的接收信号,这使得重建源信号非常困难。本文提出了VICOM,一种基于振动的通信系统,其执行并行解码以实现移动设备之间的M2S传输。 VICOM的核心是分解转换对角线算法(DTDA),其分解接收信号并构造估计的一组源信号,首先通过自相关函数解耦,然后对角化以进一步提高信号重建精度。我们使用振动电机和嵌入式智能手机和可穿戴设备的加速度计实现VICOM,并通过不同的传输介质评估其在不同距离上的性能。实验结果表明,Vicom实现了八个用户的有效数据传输,精度为98.6%,并在现有方法上表现出优异的整体性能。

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  • 来源
    《Computer networks》 |2021年第20期|108169.1-108169.12|共12页
  • 作者单位

    Northwest Univ Sch Informat Sci & Technol Xian Peoples R China;

    New Jersey Inst Technol Dept Comp Sci Newark NJ 07102 USA;

    Dalian Univ Technol Sch Informat & Commun Engn Dalian Peoples R China;

    Northwest Univ Sch Informat Sci & Technol Xian Peoples R China;

    Northwest Univ Sch Informat Sci & Technol Xian Peoples R China;

    Northwest Univ Sch Informat Sci & Technol Xian Peoples R China;

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