Abstract | ||
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In this demo, we present a low-cost indoor localization system based on the off-the-shelf ultra-wideband transceiver Decawave DW1000. To obtain an accurate position information, the system makes use of a single anchor and of multipath reflections from walls, hence removing the need of installing a network of anchors or any other additional infrastructure. The procedure of determining the position of a tag can be divided in four consecutive stages. First, the location of virtual anchors is computed by mirroring the anchor position at reflective surfaces. Using two-way ranging, the distance and channel impulse response (CIR) between anchor and tag is obtained. This actual CIR is compared with expected CIRs from possible tag locations using a maximum likelihood approach to estimate the tag's position. Finally, a switchable directional antenna can be exploited to improve the robustness of the system by suppressing undesired, interfering multipath components. By following this procedure, the proposed system can achieve a decimeter accuracy and react to position updates in real-time.
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Year | DOI | Venue |
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2017 | 10.1145/3131672.3136961 | SenSys |
Keywords | Field | DocType |
Single-anchor indoor localization, Ultra-wideband technology | Multipath propagation,Transceiver,Computer science,Maximum likelihood,Installation,Robustness (computer science),Real-time computing,Ranging,Localization system,Directional antenna | Conference |
ISBN | Citations | PageRank |
978-1-4503-5459-2 | 2 | 0.36 |
References | Authors | |
6 | 8 |
Name | Order | Citations | PageRank |
---|---|---|---|
Bernhard Großwindhager | 1 | 5 | 1.49 |
Michael Rath | 2 | 5 | 1.83 |
Josef Kulmer | 3 | 55 | 6.52 |
Stefan Hinteregger | 4 | 9 | 2.25 |
Mustafa S. Bakr | 5 | 3 | 0.75 |
Carlo Alberto Boano | 6 | 544 | 42.61 |
Klaus Witrisal | 7 | 550 | 58.12 |
Kay Römer | 8 | 1270 | 137.16 |