WiFi localization methods for autonomous robots

VM Olivera, JMC Plaza, OS Serrano - Robotica, 2006 - cambridge.org
This paper compares two methods to estimate the position of a mobile robot in an indoor
environment using only odometric calculus and the WiFi energy received from the wireless …

[PDF][PDF] Robot localization using WiFi signal without intensity map

O Serrano, L Rodero Merino, V Matellán Olivera… - 2004 - gsyc.escet.urjc.es
This paper describes a method to estimate the position of a mobile robot in an indoor
scenario using the odometric calculus and the WiFi energy received from the wireless …

[PDF][PDF] Indoor robot localization system using WiFi signal measure and minimizing calibration effort

M Ocana, LM Bergasa, MA Sotelo, J Nuevo… - Proceedings of the …, 2005 - robesafe.es
This paper presents a robot localization system for indoor environments using WiFi signal
strength measure. We analyse the main causes of the WiFi signal strength variation and we …

Wifi localization and navigation for autonomous indoor mobile robots

J Biswas, M Veloso - 2010 IEEE international conference on …, 2010 - ieeexplore.ieee.org
Building upon previous work that demonstrates the effectiveness of WiFi localization
information per se, in this paper we contribute a mobile robot that autonomously navigates in …

[PDF][PDF] Experiments in monte-carlo localization using wifi signal strength

S Siddiqi, GS Sukhatme, A Howard - Proceedings of the International …, 2003 - siddiqi.com
We study the problem of globally localizing a mobile robot in a structured environment given
an 802.11 b card on the robot, one or more 802.11 b access points (APs) in the environment …

WiFi localization for mobile robots based on random forests and GPLVM

R Elbasiony, W Gomaa - 2014 13th International Conference on …, 2014 - ieeexplore.ieee.org
The proliferation of WiFi networks has attracted many research communities to employ WiFi
signals in estimating the location of mobile devices in indoor environments. In this paper, we …

Enhanced WiFi localization system based on Soft Computing techniques to deal with small-scale variations in wireless sensors

JM Alonso, M Ocana, N Hernandez, F Herranz… - Applied soft …, 2011 - Elsevier
The framework of this paper is robot localization inside buildings by means of wireless
localization systems. Such kind of systems make use of the Wireless Fidelity (WiFi) signal …

WiFi position estimation in industrial environments using Gaussian processes

F Duvallet, AD Tews - 2008 IEEE/RSJ International Conference …, 2008 - ieeexplore.ieee.org
The increased popularity of wireless networks has enabled the development of localization
techniques that rely on WiFi signal strength. These systems are cheap, effective, and require …

WiFi localization system using fuzzy rule-based classification

JM Alonso, M Ocana, MA Sotelo, LM Bergasa… - … Aided Systems Theory …, 2009 - Springer
The framework of this paper is robot localization inside buildings using WiFi signal strength
measure. This localization is usually made up of two phases: training and estimation stages …

Real-time WiFi localization of heterogeneous robot teams using an online random forest

B Benjamin, G Erinc, S Carpin - Autonomous robots, 2015 - Springer
In this paper we present a WiFi-based solution to the localization and mapping problem for
teams of heterogeneous robots operating in unknown environments. By exploiting wireless …