Title :
Space-delay adaptive processing for MIMO RF indoor motion mapping
Author :
Chi Xu ; Krolik, Jeffrey
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
Abstract :
In this paper, space-delay adaptive processing (SDAP) is proposed for motion mapping using MIMO RF signals. Typically, indoor RF localization methods require ultra-wideband signals to achieve the time-delay resolution required for separation of returns in complex multipath environments. Due to spectrum use restrictions, however, there is a need for methods which can operate using the lower bandwidths allocated for so-called ISM use. In this paper, we develop SDAP methods for linear MIMO transmit-receive arrays which can achieve near ultra-wideband range resolution and multipath sidelobe suppression but which use significantly less bandwidth. Real data results for indoor motion monitoring are presented aimed at mapping patient repositioning activities in long-term care facilities for pressure ulcer prevention.
Keywords :
MIMO communication; array signal processing; biomedical communication; indoor radio; multipath channels; patient monitoring; radio spectrum management; signal resolution; MIMO RF indoor motion mapping; SDAP; indoor RF localization methods; indoor motion monitoring; linear MIMO transmit-receive arrays; multipath sidelobe suppression; near ultra-wideband range resolution; patient repositioning activity mapping; pressure ulcer prevention; space-delay adaptive processing; spectrum use restrictions; time-delay resolution; ultra-wideband signals; Array signal processing; Bandwidth; Clutter; Delays; MIMO; Monitoring; Radio frequency; MIMO; bandwidth; indoor multipath; motion monitoring; wide-area;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178391