ImageBeacon: Broadcasting Color Images over Connectionless Bluetooth LE Packets

Chong Shao, S. Nirjon
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引用次数: 6

Abstract

This paper describes the first ‘image beacon’ system that is capable of broadcasting color images over a very long period (years, as opposed to days or weeks) using a set of cheap, low-power, memory-constrained Bluetooth Low Energy (BLE) beacon devices. We design an image processing pipeline that takes into account the background and foreground information of an image and then applies an adaptive encoding method which priorities more important regions of an image during encoding, in order to achieve the best quality image under a very strict size limit. We test our system with different types of RGB images that contain indoor and outdoor objects, buildings, and road signs. We empirically determine the tradeoffs between the system lifetime and the quality of broadcasted images, and determine an optimal set of parameters for our system, under user-specified constraints such as the number of available beacon devices, maximum latency, and life expectancy. We develop a smartphone application that takes an image and user requirements as inputs, shows previews of different quality output images, writes the encoded image into a set of beacons, and reads the broadcasted image back. Our evaluation shows that a set of 2–3 beacons is capable of broadcasting high-quality images (70% structurally similar to original images) for a year-long continuous broadcasting, and both the lifetime and the image quality improve when more beacons are used.
ImageBeacon:通过无连接蓝牙LE数据包广播彩色图像
本文描述了第一个“图像信标”系统,该系统能够在很长一段时间(数年,而不是几天或几周)内广播彩色图像,使用一组廉价、低功耗、内存受限的蓝牙低功耗(BLE)信标设备。我们设计了一个考虑图像的背景和前景信息的图像处理管道,然后采用自适应编码方法,在编码时优先考虑图像中更重要的区域,以便在非常严格的尺寸限制下获得最佳质量的图像。我们用不同类型的RGB图像来测试我们的系统,这些图像包含室内和室外物体、建筑物和道路标志。我们根据经验确定系统生命周期和广播图像质量之间的权衡,并在用户指定的约束(如可用信标设备的数量、最大延迟和预期寿命)下为我们的系统确定一组最佳参数。我们开发了一个智能手机应用程序,它将图像和用户需求作为输入,显示不同质量输出图像的预览,将编码图像写入一组信标,并读取广播图像。我们的评估表明,一组2-3个信标能够连续广播一年的高质量图像(与原始图像结构相似的70%),并且当使用更多信标时,寿命和图像质量都得到了改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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