Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第33回ISCIE「確率システム理論と応用」国際シンポジウム(2001年10月, 栃木)
Spectral estimation for interleaved pulse trains with short-length elements
Ken'ichi Nishiguchi
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ジャーナル フリー

2002 年 2002 巻 p. 93-98

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This paper presents a new method for the signal separation of interleaved pulse trains consisting of several independent signal sources, some of which possibly exist for only a short period of time. The separation is based on the differences in the pulse repetition intervals (PRIs) of the signal sources. To detect each signal source, we derive a map from the input signal to a function of two variables: time and PRI, which we call the PRI map. By taking the absolute value of the PRI map, we obtain a short-time PRI spectrum, from which we can use thresholding to estimate the number of signal sources, their time duration, and the PRIs. The PRI map is an extension of the PRI transform, which was proposed by the author previously. The construction of the PRI map is similar to that of a wavelet transform. The difference is that the PRI map is a nonlinear transform, while the wavelet transform is a linear one. Simulation results are presented on the performance of the signal separation of interleaved pulse trains using the PRI map.
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© 2002 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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