Lightweight Indoor Localization for 60-GHz Millimeter Wave Systems

2016 13th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)(2016)

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摘要
In this paper, we target single-anchor localization schemes for millimeter wave (MMW) systems. The schemes are designed to be lightweight, so that even computationally-constrained devices can support them. We identify the main propagation properties of MMW signals that have an impact on localization and design three algorithms that exploit these, namely a triangulation-validation procedure, an angle difference-of-arrival approach, and a scheme based on location fingerprinting. We evaluate the algorithms by means of simulations, and draw conclusions on their robustness. We then validate our results via measurements involving commercial pre- standard 60- GHz MMW hardware. Our experiments confirm that, by relying only on a single anchor and without requiring complex signal processing at the receiver, the algorithms can localize a node with high probability, and in many cases with sub-meter accuracy. We conclude by discussing how these algorithms complement each other in terms of robustness and localization success probability.
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关键词
single-anchor localization schemes,millimeter wave systems,MMW systems,computationally-constrained devices,main propagation properties,triangulation-validation procedure,angle difference-of-arrival approach,location fingerprinting,localization success probability,lightweight indoor localization,frequency 60 GHz
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