Title :
Human Tracking Using Doppler Processing and Spatial Beamforming
Author :
Ram, Shobha Sundar ; Li, Yang ; Lin, Adrian ; Ling, Hao
Author_Institution :
Texas Univ., Austin
Abstract :
We present a continuous-wave Doppler radar with a multi-element receiver array for tracking humans. Joint Doppler processing and spatial beamforming are used to resolve multiple movers in the Doppler and direction of arrival (DOA) space. The improvement in the performance of the multi-element array compared to a previously developed two-element system is evaluated through Monte Carlo simulation. In an array of limited size, the sidelobes of the strong targets prevent the detection of weaker targets. To overcome this limitation, the monopulse, CLEAN and RELAX algorithms are investigated in conjunction with software beamforming. The improvement in the performance of the radar towards the detection of multiple targets is evaluated by simulation. Measurements are conducted using a 4-element receiver for different targets in line-of-sight and through-wall scenarios.
Keywords :
CW radar; Doppler radar; direction-of-arrival estimation; radar receivers; radar signal processing; radar tracking; CLEAN algorithm; Monte Carlo simulation; RELAX algorithm; continuous-wave Doppler radar; direction of arrival; human tracking; line-of-sight scenario; multi-element receiver array; software beamforming; spatial beamforming; through-wall scenario; Array signal processing; Direction of arrival estimation; Doppler radar; Humans; Radar antennas; Radar detection; Radar scattering; Radar tracking; Spatial resolution; Target tracking; CLEAN; Doppler; RELAX; beamforming; direction of arrival;
Conference_Titel :
Radar Conference, 2007 IEEE
Conference_Location :
Boston, MA
Print_ISBN :
1-4244-0284-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2007.374277