Title :
An Adaptive-MSSA-Based Algorithm for Detection of Trapped Victims Using UWB Radar
Author :
Hao Lv ; Teng Jiao ; Yang Zhang ; Qiang An ; Miao Liu ; Liang Fulai ; Xijing Jing ; Jianqi Wang
Author_Institution :
Dept. of Electron., Fourth Mil. Med. Univ., Xi´an, China
Abstract :
Postdisaster search and rescue is an important application of ultrawideband (UWB) radar systems, which mainly detect trapped victims by their respiratory-motion response. The development of a respiratory-motion detection (RMD) algorithm that can eliminate nonstationary clutter and noise is a challenging task for the application. A new algorithm is proposed to deal with the task in this letter. It uses the multichannel singular spectrum analysis (MSSA) technique to reconstruct the respiratory-motion response detected by a UWB radar. During the reconstruction, the periodicity and range interrelation characteristics of the response are exploited to adaptively identify signal subspaces. The performance of the algorithm is verified both by simulated and real data. The results show its improved performance over the reference algorithms, e.g., a singular-value-decomposition-based algorithm. The adaptive-MSSA-based RMD algorithm has great promise not only in practical use but also for future research of UWB-radar-based human being remote sensing.
Keywords :
emergency management; geophysical signal processing; motion measurement; radar detection; radar signal processing; remote sensing by radar; spectral analysis; ultra wideband radar; MSSA technique; RMD algorithm development; UWB-radar-based human being remote sensing; adaptive-MSSA-based RMD algorithm; multichannel singular spectrum analysis; nonstationary clutter; postdisaster search and rescue; respiratory-motion detection; respiratory-motion response; signal subspace identification; singular-value-decomposition-based algorithm; trapped victim detection; ultrawideband radar system application; Algorithm design and analysis; Clutter; Remote sensing; Time series analysis; Trajectory; Ultra wideband radar; Multichannel singular spectrum analysis (MSSA); postdisaster; respiratory-motion detection (RMD) algorithm; trapped victims; ultrawideband (UWB) radar;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2015.2427835