Title :
High resolution parameter estimation for ultra-wideband MIMO radar
Author :
Salmi, J. ; Sangodoyin, S. ; Molisch, A.F.
Author_Institution :
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
In this paper, remote vital sign detection using UWB MIMO radar is investigated. The UWB MIMO channel, which includes the test subject as well as other objects, is modeled as a superposition of propagation paths. Estimation of the path parameters, such as delays and directions, allows to identify and track the breathing pattern, and enable the localization of the target. Modification of the high-resolution RIMAX algorithm (iterative maximum-likelihood estimation scheme) together with a path detection scheme, enables estimation of delay variations of the diaphragm-reflected paths, that are much smaller than the Fourier resolution limits. Furthermore, it is illustrated that with a wideband array model, the requirements for antenna spacing are not as limited as for conventional narrowband array processing. The concept is demonstrated through a controlled experiment using an artificial “breathing” object in an anechoic chamber.
Keywords :
MIMO radar; antenna arrays; delay estimation; iterative methods; maximum likelihood estimation; ultra wideband antennas; ultra wideband radar; Fourier resolution limit; RIMAX algorithm; UWB MIMO channel; anechoic chamber; antenna spacing; delay estimation; diaphragm-reflected path; iterative maximum-likelihood estimation scheme; narrowband array processing; parameter estimation; path detection scheme; target localization; ultra-wideband MIMO radar; wideband array model; Antenna arrays; Antenna measurements; Arrays; Delay; Position measurement; Wideband;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-9722-5
DOI :
10.1109/ACSSC.2010.5757926