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Journal ArticleDOI

WiFi-based indoor positioning

Chouchang Yang, +1 more
- 18 Mar 2015 - 
- Vol. 53, Iss: 3, pp 150-157
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TLDR
Simulation results show that the WiFi-based positioning approach can achieve 1 m accuracy without any hardware change in commercial WiFi products, which is much better than the conventional solutions from both academia and industry concerning the trade-off of cost and system complexity.
Abstract
Recently, several indoor localization solutions based on WiFi, Bluetooth, and UWB have been proposed. Due to the limitation and complexity of the indoor environment, the solution to achieve a low-cost and accurate positioning system remains open. This article presents a WiFibased positioning technique that can improve the localization performance from the bottleneck in ToA/AoA. Unlike the traditional approaches, our proposed mechanism relaxes the need for wide signal bandwidth and large numbers of antennas by utilizing the transmission of multiple predefined messages while maintaining high-accuracy performance. The overall system structure is demonstrated by showing localization performance with respect to different numbers of messages used in 20/40 MHz bandwidth WiFi APs. Simulation results show that our WiFi-based positioning approach can achieve 1 m accuracy without any hardware change in commercial WiFi products, which is much better than the conventional solutions from both academia and industry concerning the trade-off of cost and system complexity.

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Citations
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Journal ArticleDOI

An Approach to Improve the Indoor Positioning Performance of Pseudolite/UWB System with Ambiguity Resolution

TL;DR: In this article , the virtual pseudo-range measurements of UWB are used to replace the pseudolite to solve the indoor multipath problem, and the channel difference observation equation and UWB-aided ambiguity resolution are proposed for precise positioning.
Proceedings ArticleDOI

The use of Multiwall model for reference RSSI data preparation for indoor localization purposes

TL;DR: The article discusses the suitability of the multiwall radio wave propagation model for RSSI reference data preparation for fingerprinting-based indoor positioning applications and shows that for some cases it is possible to use less complex propagation models without losing sufficient localization accuracy.
Proceedings ArticleDOI

A graph anonymity-based privacy protection scheme for smart city scenarios

Man Luo, +1 more
TL;DR: Wang et al. as mentioned in this paper proposed a location privacy protection scheme based on graph anonymity, which represents the spatial distribution among APs in the form of a graph model, using the method of finding clustered noisy fingerprint information in the graph model to ensure a similar performance to the real location fingerprint in the localization process, and thus will not be distinguished by the location providers.
Proceedings ArticleDOI

Cooperative self-localization and wayfinding services through visible light communication

TL;DR: Results indicate that the VLC cooperative system is able to perform not just the self-localization, but also infer the travel direction and interact with it, optimizing the route to a static or dynamic destination.
References
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Journal ArticleDOI

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TL;DR: Comprehensive performance comparisons including accuracy, precision, complexity, scalability, robustness, and cost are presented.
Journal ArticleDOI

MUSIC, maximum likelihood, and Cramer-Rao bound

TL;DR: The Cramer-Rao bound (CRB) for the estimation problems is derived, and some useful properties of the CRB covariance matrix are established.
Proceedings ArticleDOI

Indoor localization without the pain

TL;DR: Despite the absence of any explicit pre-deployment calibration, EZ yields a median localization error of 2m and 7m in a small building and a large building, which is only somewhat worse than the 0.7m and 4m yielded by the best-performing but calibration-intensive Horus scheme from prior work.
Journal ArticleDOI

Indoor geolocation science and technology

TL;DR: An overview of the technical aspects of the existing technologies for wireless indoor location systems is presented, providing a fundamental understanding of the issues related to indoor geolocation science that are needed for design and performance evaluation of emerging indoorGeolocation systems.
Proceedings ArticleDOI

MUSIC, maximum likelihood and Cramer-Rao bound

TL;DR: The authors derive the Cramer-Rao bound (CRB) for the estimation problems mentioned above, and establish some useful properties of the CRB covariance matrix.
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