Title :
Performance Benchmarking of TOA-Based UWB Indoor Geolocation Systems Using MSE Profiling
Author :
Kanaan, Muzaffer ; Akgül, Ferit Ozan ; Alavi, Bardia ; Pahlavan, Kaveh
Author_Institution :
Verizon Labs. Waltham, Waltham, MA
Abstract :
The presence of undetected direct path (UDP) conditions presents significant challenges for TOA-based indoor geolocation, since it introduces major errors into distance measurements. Therefore, it is critical to characterize the performance of indoor geolocation systems in the presence of UDP conditions. Until now, however, there has been no standard method of performance benchmarking for such cases. Towards that end, we present an analysis tool, known as the MSE profile, that can aid in this task. We use the MSE profile to analyze the performance of two TOA-based geolocation algorithms and show how the MSE profile can be used to gain insight into their performance, in the presence of distance measurement error (DME) models derived from Ultra-Wideband (UWB) measurements.
Keywords :
distance measurement; indoor radio; mean square error methods; measurement errors; radio direction-finding; time-of-arrival estimation; ultra wideband communication; MSE profiling; TOA-based UWB indoor geolocation system; distance measurement error; performance benchmarking; time-of-arrival estimation; ultra wideband measurement; undetected direct path; Algorithm design and analysis; Distance measurement; Indoor environments; Laboratories; Performance analysis; Performance gain; Quality of service; Radio transmitters; Sensor phenomena and characterization; Ultra wideband technology;
Conference_Titel :
Vehicular Technology Conference, 2006. VTC-2006 Fall. 2006 IEEE 64th
Conference_Location :
Montreal, Que.
Print_ISBN :
1-4244-0062-7
Electronic_ISBN :
1-4244-0063-5
DOI :
10.1109/VTCF.2006.581
