DocumentCode
1294332
Title
Propagation Parameter Estimation, Modeling and Measurements for Ultrawideband MIMO Radar
Author
Salmi, Jussi ; Molisch, Andreas F.
Author_Institution
Dept. Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Volume
59
Issue
11
fYear
2011
Firstpage
4257
Lastpage
4267
Abstract
Ultrawideband (UWB) radar is a promising method for reliable remote monitoring of vital signs. The use of multiple antennas at transmitter and receiver (MIMO) allows not only improved reliability, but also better accuracy in localization and tracking of humans and their various types of movement. This paper describes an experimental demonstration of localizing a test subject and tracking his breathing under ideal conditions. The UWB MIMO channel, which includes the test subject as well as other objects, is modeled as a superposition of multipath components (MPCs). From the measured data one can extract the parameters of the MPCs, including their directions and delays, which allows localization of the test subject as well as tracking the breathing motion. Since the breathing pattern of the test subject induces delay variations of the diaphragm-reflected MPC that are much smaller than the Fourier resolution limits, the high-resolution RIMAX algorithm (iterative maximum-likelihood estimation scheme) is employed together with a path detection scheme for determining and tracking the MPC parameters. 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. Through controlled experiments with a vector network analyzer and a virtual antenna array observing both an artificial “breathing” object as well as a human subject, it is shown that one can accurately estimate the small scale movement from human respiratory activity. This is achieved both for line-of-sight between transmitter, receiver, and objects, as well as for non-line-of sight.
Keywords
Fourier transforms; MIMO radar; antenna arrays; array signal processing; broadband antennas; multipath channels; parameter estimation; radar receivers; radar signal processing; radar transmitters; ultra wideband radar; wireless channels; Fourier resolution limit; UWB MIMO channel; antenna spacing; artificial breathing object; breathing motion tracking; delay variation; diaphragm-reflected MPC; high-resolution RIMAX algorithm; human respiratory activity; multipath component; multiple antenna; narrowband array processing; path detection scheme; propagation parameter estimation; propagation parameter measurement; propagation parameter modeling; reliable remote monitoring; ultrawideband MIMO radar; vector network analyzer; virtual antenna array; wideband array model; Antenna arrays; Antenna measurements; Arrays; Frequency measurement; Humans; Ultra wideband antennas; Array signal processing; multipath channels; parameter estimation; position measurement; propagation measurements; ultrawideband antennas; ultrawideband radar; virtual antenna array;
fLanguage
English
Journal_Title
Antennas and Propagation, IEEE Transactions on
Publisher
ieee
ISSN
0018-926X
Type
jour
DOI
10.1109/TAP.2011.2164214
Filename
5979196
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