Title :
The Applying of Compressed Sensing in M-Sequence UWB Radar
Author :
Wei, Wang ; Yipeng, Ding ; Xin, Xu ; Wenpeng, Wang ; Qunying, Zhang ; Guangyou, Fang
Author_Institution :
Inst. of Electron., Beijing, China
Abstract :
A maximum length binary sequence, in short an M-sequence, is a special kind of pseudo-random binary sequence(PRBS). It can be well used in Ground Penetrating Radar (GPR) because of advanced characteristics. Compressed Sensing (CS) provides a way to sample the signal below the Nyquist rate, but it relies on two principles: sparsity, which pertains to the signals of interest, and incoherence, which pertains to the sensing modality. M-sequence matrix has been proved satisfying RIP property. In this paper we will introduce a M-sequence GPR system and the CS theory will be used to reconstruct the signal when the original signal is extracted. The experiment results will also be given.
Keywords :
binary sequences; compressed sensing; ground penetrating radar; m-sequences; matrix algebra; radar signal processing; random sequences; signal reconstruction; ultra wideband radar; CS theory; M-sequence GPR system; M-sequence UWB radar; M-sequence matrix; Nyquist rate; RIP property; compressed sensing; ground penetrating radar; maximum length binary sequence; pseudorandom binary sequence; signal reconstruction; Compressed sensing; Data mining; Ground penetrating radar; Radar imaging; Transmission line matrix methods; Ultra wideband radar; Compressed Sensing; GPR; M-sequence;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control, 2011 First International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-4519-6
DOI :
10.1109/IMCCC.2011.180