Title :
RSSI-based indoor localization using antenna diversity and plausibility filter
Author :
Fink, Andreas ; Beikirch, Helmut
Author_Institution :
Dept. of Comput. Sci. & Electr. Eng., Univ. of Rostock, Rostock
Abstract :
Distance estimation by the evaluation of RSSI measurements is an easy method to predict the position of an unknown node. Therefore common and proven systems can be used for the infrastructure. For indoor environments the distance-pending path loss is affected by strong variations, especially appearing as frequency specific signal dropouts. A diversity concept with redundant data transmission in different frequency bands can reduce the dropout probability. When also space diversity and plausibility filtering are used, the location estimation error can be reduced significantly. The investigations show that a good performance for precision and availability can also be reached with low infrastructural costs.
Keywords :
antennas; diversity reception; indoor radio; RSSI-based indoor localization; antenna diversity; distance estimation; distance-pending path loss; dropout probability; frequency specific signal dropouts; location estimation error; plausibility filter; redundant data transmission; space diversity; Antenna measurements; Availability; Costs; Data communication; Estimation error; Filtering; Filters; Frequency diversity; Indoor environments; Position measurement; Antenna Diversity; Centroid Localization; Frequency Diversity; Indoor Localization; Plausibility Filter; RSSI; Reading;
Conference_Titel :
Positioning, Navigation and Communication, 2009. WPNC 2009. 6th Workshop on
Conference_Location :
Hannover
Print_ISBN :
978-1-4244-3292-9
Electronic_ISBN :
978-1-4244-3293-6
DOI :
10.1109/WPNC.2009.4907821