Title :
Power-aware distributed target detection in wireless sensor networks with UWB-radar nodes
Author :
Bielefeld, Daniel ; Mathar, Rudolf ; Hirsch, Ole ; Thoma, Reiner S.
Author_Institution :
Inst. for Theor. Inf. Technol., RWTH Aachen Univ., Aachen, Germany
Abstract :
Distributed detection of targets is one of the major applications of wireless sensor networks. Many existing results on distributed detection are either derived from analytical models or are based on simulations. In this paper, the performance of a distributed target detection system is evaluated by real measurement data obtained by UWB-radar-based sensor nodes. After local processing of the radar signal, the sensor nodes transmit their local decisions about the absence or presence of the target to a fusion center. For this purpose, a power-aware algorithm for resource allocation, which is tailored for UWB communication links is discussed. The feasibility and the effectiveness of this algorithm is evaluated by a hybrid approach based on the measurement data and simulations.
Keywords :
object detection; radar signal processing; resource allocation; telecommunication links; ultra wideband radar; wireless sensor networks; UWB communication links; UWB radar; distributed target detection; power aware algorithm; radar signal processing; resource allocation; wireless sensor networks; Analytical models; Object detection; Radar detection; Radar signal processing; Resource management; Sensor fusion; Sensor systems; Signal processing; Ultra wideband communication; Wireless sensor networks;
Conference_Titel :
Radar Conference, 2010 IEEE
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-5811-0
DOI :
10.1109/RADAR.2010.5494504