LA-MQTT:物联网的位置感知发布-订阅通信

IF 3.5 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Federico Montori, Lorenzo Gigli, L. Sciullo, M. D. Felice
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引用次数: 3

摘要

如今,一些物联网(IoT)部署使用发布-订阅模式将物联网数据传播给感兴趣的消费者。目前,用于此类场景的最广泛的标准是MQTT。我们对基于物联网的位置服务也越来越感兴趣,在这种服务中,数据必须在目标区域内传播,并且必须考虑到其空间相关性和消费者的当前位置。不幸的是,MQTT协议不支持位置感知,因此它可能导致通知地理上远离数据源的使用者,从而增加网络开销和较差的服务质量(QoS)。我们通过提出LA-MQTT来解决这个问题,LA-MQTT是标准MQTT的扩展,支持物联网场景下的空间感知发布-订阅通信。LA-MQTT与代理无关,与标准MQTT完全向后兼容。随着时间的推移监视订阅者的位置可能会引起隐私问题,因此LA-MQTT谨慎地支持位置隐私保护,为此通过基于学习的算法处理空间通知的QoS的最佳权衡。我们通过大规模混合仿真(包括真实和虚拟组件)实验评估其特征,证明了LA-MQTT的有效性。最后,我们提供了一个LA-MQTT场景的概念验证实际实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
LA-MQTT: Location-aware Publish-subscribe Communications for the Internet of Things
Nowadays, several Internet of Things (IoT) deployments use publish-subscribe paradigms to disseminate IoT data to a pool of interested consumers. At the moment, the most widespread standard for such scenarios is MQTT. We also register an increasing interest in IoT-enabled Location-Based Services, where data must be disseminated over a target area and its spatial relevance and the current positions of the consumers must be taken into account. Unfortunately, the MQTT protocol does not support location awareness, and hence it may result in notifying consumers that are geographically far from the data source, causing increased network overhead and poor Quality of Service (QoS). We address the issue by proposing LA-MQTT, an extension to standard MQTT supporting spatial-aware publish-subscribe communications on IoT scenarios. LA-MQTT is broker-agnostic and fully backward compatible with standard MQTT. As monitoring the position of subscribers over time may cause privacy concerns, LA-MQTT carefully supports location privacy preservation, for which the optimal tradeoff with the QoS of the spatial notifications is addressed via a learning-based algorithm. We demonstrate the effectiveness of LA-MQTT by experimentally evaluating its features via large-scale hybrid simulations, including real and virtual components. Finally, we provide a Proof of Concept real implementation of an LA-MQTT scenario.
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来源期刊
CiteScore
5.20
自引率
3.70%
发文量
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