MAIDE: Augmented Reality (AR)-facilitated Mobile System for Onboarding of Internet of Things (IoT) Devices at Ease

被引:2
|
作者
Zhang, Huanle [1 ]
Uddin, Mostafa [2 ]
Hao, Fang [3 ]
Mukherjee, Sarit [3 ]
Mohapatra, Prasant [1 ]
机构
[1] Univ Calif Davis, 1 Shields Ave, Davis, CA 95616 USA
[2] Peraton Labs, 150 Mt Airy Rd, Basking Ridge, NJ 07920 USA
[3] Nokia Bell Labs, 101 Crawfords Corner Rd, Holmdel, NJ 07733 USA
来源
关键词
IoT; onboarding; AR; mobile; wireless; RSS; MODEL;
D O I
10.1145/3506667
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Having an efficient onboarding process is a pivotal step to utilize and provision the IoT devices for accessing the network infrastructure. However, the current process to onboard IoT devices is time-consuming and labor-intensive, which makes the process vulnerable to human errors and security risks. In order to have a streamlined onboarding process, we need a mechanism to reliably associate each digital identity with each physical device. We design an onboarding mechanism called MAIDE to fill this technical gap. MAIDE is an Augmented Reality (AR)-facilitated app that systematically selectsmultiple measurement locations, calculates measurement time for each location and guides the user through the measurement process. The app also uses an optimized voting-based algorithm to derive the device-to-ID mapping based on measurement data. This method does not require any modification to existing IoT devices or the infrastructure and can be applied to all major wireless protocols such as BLE, andWiFi. Our extensive experiments show that MAIDE achieves high device-to-ID mapping accuracy. For example, to distinguish two devices on a ceiling in a typical enterprise environment, MAIDE achieves similar to 95% accuracy by measuring 5 seconds of Received Signal Strength (RSS) data for each measurement location when the devices are 4 feet apart.
引用
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页数:21
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