Olivier, Alain and Bielsa, Guillermo and Tejado, Irene and Zorzi, Michele and Widmer, Joerg and Casari, Paolo (2016) Lightweight Indoor Localization for 60-GHz Millimeter Wave Systems. In: IEEE International Conference on Sensing Communication and Networking (SECON 2016), 27-30 June, London, UK.
PDF (Lightweight Indoor Localization for 60-GHz Millimeter Wave Systems)
- Accepted Version
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.
|Item Type:||Conference or Workshop Papers (Paper)|
|Uncontrolled Keywords:||Millimeter wave; localization; simulation; ray tracing; measurements; pre-standard hardware; 60 GHz|
|Depositing User:||Francisco Javier Hervas|
|Date Deposited:||28 Apr 2016 19:01|
|Last Modified:||15 Dec 2016 15:51|
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