挑战:移动光网络通过视觉MIMO

A. Ashok, M. Gruteser, N. Mandayam, Jayant Silva, Michael Varga, Kristin J. Dana
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引用次数: 124

摘要

到目前为止,移动光通信在很大程度上被限制在大约10米的短距离内,因为光传输的高度方向性需要昂贵的机械转向机制。CCD和CMOS成像技术的进步以及可见光和红外(IR)光源(如发光二极管)LED阵列的出现提出了一个令人兴奋和具有挑战性的概念,我们称之为视觉mimo(多输入多输出),其中多个发射元件的光传输由一组光电二极管元件(例如相机中的像素)接收。Visual-MIMO为物理层、MAC层和网络层的研究开辟了新的研究领域,本文将网络、通信和计算机视觉领域结合起来讨论其可行性以及潜在的机遇和挑战。示例应用范围从家庭/工厂机器人到战术到车辆网络以及普测计算,其中射频通信可能受到干扰限制,容易被窃听和安全漏洞,而高度定向光传输的不易观察性质可能是有益的。这些技术的特点对介质接入层和网络层的影响迄今为止很少得到考虑。示例特征是强烈依赖计算机视觉算法进行跟踪,一种干扰消除形式,允许同时从多个发射器成功接收数据包,并且没有快速衰落,但由于视线中断而导致停机的高易感性。这些特点为移动网络研究带来了巨大的挑战和机遇
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Challenge: mobile optical networks through visual MIMO
Mobile optical communications has so far largely been limited to short ranges of about ten meters, since the highly directional nature of optical transmissions would require costly mechanical steering mechanisms. Advances in CCD and CMOS imaging technology along with the advent of visible and infrared (IR) light sources such as (light emitting diode) LED arrays presents an exciting and challenging concept which we call as visual-MIMO (multiple-input multiple-output) where optical transmissions by multiple transmitter elements are received by an array of photodiode elements (e.g. pixels in a camera). Visual-MIMO opens a new vista of research challenges in PHY, MAC and Network layer research and this paper brings together the networking, communications and computer vision fields to discuss the feasibility of this as well as the underlying opportunities and challenges. Example applications range from household/factory robotic to tactical to vehicular networks as well pervasive computing, where RF communications can be interference-limited and prone to eavesdropping and security lapses while the less observable nature of highly directional optical transmissions can be beneficial. The impact of the characteristics of such technologies on the medium access and network layers has so far received little consideration. Example characteristics are a strong reliance on computer vision algorithms for tracking, a form of interference cancellation that allows successfully receiving packets from multiple transmitters simultaneously, and the absence of fast fading but a high susceptibility to outages due to line-of-sight interruptions. These characteristics lead to significant challenges and opportunities for mobile networking research
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