Title :
Measurement and analysis of UWB radio channel for indoor localization in a hospital environment
Author :
Romme, J. ; van den Heuvel, J.H.C. ; Dolmans, G. ; Selimis, G. ; Philips, K. ; de Groot, Harmke
Author_Institution :
Holst Centre - IMEC-NL, Eindhoven, Netherlands
Abstract :
This paper focuses on accurate localization of patients in a hospital environment. To reduce power consumption and increase privacy, the localization of patients is only activated in case of an emergency. To evaluate the performance of `single-shot´ localization, ultra-wideband (UWB) radio channel measurements are performed in a modern hospital between a `mobile agent´ and 9 `anchors´. The anchors are placed at existing infrastructure, to allow for easy future integration. The agent is moved over a distance of 40 m at 460 points and spans several furnished rooms and a corridor. The channel is measured from 5 to 10 GHz with a link-budget of 120dB. Using post-processing, the impact of system parameters, like bandwidth and link-budget reduction, on the localization accuracy is evaluated. Our results show that a model based on the logistic distribution yields a higher accuracy, as it more resilient against outliers. The `single-shot´ localization has a mean error of 8.7 cm for a link budget of 110 dB, a bandwidth of 500 MHz, and a carrier frequency of 8.0 GHz. Results show that increasing the bandwidth does not improve the mean localization accuracy. However, reducing the link budget results in a considerably larger mean error.
Keywords :
biomedical telemetry; hospitals; indoor radio; radiotelemetry; ultra wideband communication; wireless channels; UWB radio channel analysis; UWB radio channel measurement; anchors; bandwidth; bandwidth 500 MHz; frequency 5 GHz to 10 GHz; hospital environment; indoor localization; link-budget reduction; logistic distribution; mean localization accuracy; mobile agent; patient localization; post-processing; power consumption reduction; single-shot localization; system parameters; ultrawideband radio channel measurements; Accuracy; Antenna measurements; Bandwidth; Delays; Hospitals; Position measurement; Probability density function; Hospital; Localization; Radio Channel Measurements; Ultra wideband;
Conference_Titel :
Ultra-WideBand (ICUWB), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICUWB.2014.6958992