Title :
Ultra-wideband compressed sensing radar based on pseudo random binary sequences
Author :
Guarin, G. ; Gardill, M. ; Weigel, R. ; Fischer, G. ; Kissinger, D.
Author_Institution :
Inst. for Electron. Eng., Univ. of Erlangen-Nuremberg, Erlangen, Germany
Abstract :
In this paper, the application of compressed sensing (CS) to pseudo random binary sequence (PRBS) radar is analyzed. We show that under the principles of CS theory, the sampling rate of the signal can be reduced without loss of resolution. CS theory is used to reconstruct the signal of an UWB PRBS radar system with a bandwidth of 20 GHz, when the radar signal is undersampled with a sample frequency lower than the Nyquist frequency. Finally, the performance of the reconstruction is evaluated under the presence of static and moving targets.
Keywords :
binary sequences; compressed sensing; radar signal processing; random sequences; signal reconstruction; ultra wideband radar; CS theory; Nyquist frequency; UWB PRBS radar system; frequency 20 GHz; moving targets; pseudorandom binary sequences radar; signal reconstruction; ultra-wideband compressed sensing radar; Doppler radar; Radar measurements; Signal to noise ratio; Sparse matrices; Ultra wideband radar; PRBS; Radar; UWB; compressed sensing; maximal length sequence; microwave;
Conference_Titel :
Microwave Conference (GeMiC), 2015 German
Conference_Location :
Nuremberg
DOI :
10.1109/GEMIC.2015.7107796