论文标题

软件定义的无线电实现面向信息的随机访问

Software-Defined Radio Implementation of Age-of-Information-Oriented Random Access

论文作者

Han, Zixiao, Liang, Jiaxin, Gu, Yifan, Chen, He

论文摘要

越来越多的新兴物联网(IoT)应用程序涉及状态更新,其中各种IoT设备监视某些物理过程,并将其最新状态报告给相关信息融合节点。最近提出了一种新的绩效措施,称为信息时代(AOI),以量化关键时期物联网应用程序中的新鲜度。由于将来的IoT网络中有大量设备,因此由于其低网络开销,分散的通道访问协议(例如随机访问)是可取的。建立在AOI概念的基础上,最近的一些努力开发了几种面向AOI的ALOHA式随机访问协议,以增强整个网络范围的信息新鲜度。但是,所有相关作品都集中在理论设计和分析上。在实践中,可以评估和进一步改善这些随机访问协议的工作原型的开发和实施在很大程度上被忽略了。因此,我们构建了一个软件定义的无线电(SDR)原型,用于测试并比较最近提出的面向AOI的随机访问协议的性能。为此,我们通过设计一个简单而有效的播放时间同步方案来实现一个时间间隙的无线系统,其中用作参考时正时数据包的信标是通过访问点不时地通过访问点广播的。对于完整的工作原型,我们还设计了系统内交换的各个数据包的框架结构。最后,我们设计了一组实验,在我们的原型上实现它们,并在办公环境中测试所考虑的算法。

More and more emerging Internet of Things (IoT) applications involve status updates, where various IoT devices monitor certain physical processes and report their latest statuses to the relevant information fusion nodes. A new performance measure, termed the age of information (AoI), has recently been proposed to quantify the information freshness in time-critical IoT applications. Due to a large number of devices in future IoT networks, the decentralized channel access protocols (e.g. random access) are preferable thanks to their low network overhead. Built on the AoI concept, some recent efforts have developed several AoI-oriented ALOHA-like random access protocols for boosting the network-wide information freshness. However, all relevant works focused on theoretical designs and analysis. The development and implementation of a working prototype to evaluate and further improve these random access protocols in practice have been largely overlooked. Motivated as such, we build a software-defined radio (SDR) prototype for testing and comparing the performance of recently proposed AoI-oriented random access protocols. To this end, we implement a time-slotted wireless system by devising a simple yet effective over-the-air time synchronization scheme, in which beacons that serve as reference timing packets are broadcast by an access point from time to time. For a complete working prototype, we also design the frame structures of various packets exchanged within the system. Finally, we design a set of experiments, implement them on our prototype and test the considered algorithms in an office environment.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源