Title :
Assessment of cooperative and heterogeneous indoor localization algorithms with real radio devices
Author :
Nielsen, Jimmy J. ; Noureddine, Hadi ; Amiot, N. ; Uguen, Bernard ; Laaraiedh, M. ; Raos, I. ; Arambasic, I. ; Savic, Vladimir ; Zazo Bello, S. ; Dominguez, Jason ; Denis, Benoit ; Raulefs, Ronald
Author_Institution :
Electron. Syst. Dept., Aalborg Univ., Aalborg, Denmark
Abstract :
In this paper we present results of real-life localization experiments performed in an unprecedented cooperative and heterogeneous wireless context. The experiments covered measurements of different radio devices packed together on a trolley, emulating a multi-standard Mobile Terminal (MT) along representative trajectories in a crowded office environment. Among all the radio access technologies involved in this campaign (including LTE,WiFi...), the focus is herein put mostly on Impulse Radio - Ultra Wideband (IR-UWB) and ZigBee sub-systems, which are enabled with peer-to-peer ranging capabilities based on Time of Arrival (ToA) estimation and Received Signal Strength (RSS) measurements respectively. Single-link model parameters are preliminarily drawn and discussed. In comparison with existing similar campaigns, new algorithms are also applied to the measurement data, showing the interest of advanced decentralized message-passing techniques, heterogeneous geometric positioning with hypothesis testing, context-aware localization with e.g., mobility learning or channel-dependent Non Line of Sight (NLoS) mitigation.
Keywords :
mobile radio; radio networks; time-of-arrival estimation; ultra wideband communication; IR-UWB; MT; RSS measurements; Time of Arrival estimation; ToA estimation; ZigBee subsystems; channel-dependent Non Line of Sight mitigation; context aware localization; crowded office environment; decentralized message passing techniques; geometric positioning; heterogeneous indoor localization algorithms; heterogeneous wireless context; hypothesis testing; impulse radio - ultra wideband; multistandard mobile terminal; peer-to-peer ranging capabilities; radio access technologies; real radio devices; received signal strength; representative trajectories; single link model parameters; Distance measurement; Hidden Markov models; Position measurement; Power measurement; Trajectory; Zigbee;
Conference_Titel :
Communications Workshops (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICCW.2014.6881190