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Wireless Multimedia Sensor Networks: Current Trends and Future Directions

机译:无线多媒体传感器网络:当前趋势和未来方向

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摘要

Wireless Multimedia Sensor Networks (WMSNs) have emerged and shifted the focus from the typical scalar wireless sensor networks to networks with multimedia devices that are capable to retrieve video, audio, images, as well as scalar sensor data. WMSNs are able to deliver multimedia content due to the availability of inexpensive CMOS cameras and microphones coupled with the significant progress in distributed signal processing and multimedia source coding techniques. In this paper, we outline the design challenges of WMSNs, give a comprehensive discussion of the proposed architectures, algorithms and protocols for the different layers of the communication protocol stack for WMSNs, and evaluate the existing WMSN hardware and testbeds. The paper will give the reader a clear view of the state of the art at all aspects of this research area, and shed the light on its main current challenges and future trends. We also hope it will foster discussions and new research ideas among its researchers.
机译:无线多媒体传感器网络(WMSN)的出现将重点从典型的标量无线传感器网络转移到了具有能够检索视频,音频,图像以及标量传感器数据的多媒体设备的网络。由于廉价的CMOS摄像头和麦克风的可用性以及分布式信号处理和多媒体源编码技术的重大进步,WMSN能够传递多媒体内容。在本文中,我们概述了WMSN的设计挑战,针对WMSN的通信协议栈的不同层,对提出的体系结构,算法和协议进行了全面的讨论,并评估了现有的WMSN硬件和测试平台。本文将为读者提供该研究领域各个方面的最新状态的清晰视图,并阐明其当前主要挑战和未来趋势。我们也希望它能促进研究人员之间的讨论和新的研究思路。

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