Title :
A Robust Chinese Remainder Theorem With Its Applications in Frequency Estimation From Undersampled Waveforms
Author :
Li, Xiaowei ; Liang, Hong ; Xia, Xiang-Gen
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Delaware, Newark, DE, USA
Abstract :
The Chinese remainder theorem (CRT) allows to reconstruct a large integer from its remainders modulo several moduli. In this paper, we propose a robust reconstruction algorithm called robust CRT when the remainders have errors. We show that, using the proposed robust CRT, the reconstruction error is upper bounded by the maximal remainder error range named remainder error bound, if the remainder error bound is less than one quarter of the greatest common divisor (gcd) of all the moduli. We then apply the robust CRT to estimate frequencies when the signal waveforms are undersampled multiple times. It shows that with the robust CRT, the sampling frequencies can be significantly reduced.
Keywords :
frequency estimation; signal reconstruction; signal sampling; Chinese remainder theorem; frequency estimation; greatest common divisor; maximal remainder error range; reconstruction error; remainder error bound; remainders modulo; robust CRT; robust reconstruction algorithm; sampling frequency; undersampled signal waveform; Chinese remainder theorem (CRT); frequency estimation; robust CRT; sensor networks; undersampling;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2009.2025079