Deinterleaving of Mixtures of Renewal Processes | Zendy

Jeremy Young | Zendy; Anders Høst-Madsen | Zendy; EvaMarie Nosal | Zendy

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Deinterleaving of Mixtures of Renewal Processes

Author(s) -

Jeremy Young,

Anders Høst-Madsen,

EvaMarie Nosal

Publication year - 2018

Publication title -

ieee transactions on signal processing

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 1.638

H-Index - 270

eISSN - 1941-0476

pISSN - 1053-587X

DOI - 10.1109/tsp.2018.2886149

Subject(s) - impulse (physics) , algorithm , upper and lower bounds , computer science , impulse response , maximum likelihood , source separation , mathematics , mathematical optimization , statistics , physics , mathematical analysis , quantum mechanics

This paper proposes a new method for impulsive source separation (deinterleaving) in multi-input single-output systems based purely on impulse spacing. The impulse spacing for each source is modeled as a renewal process. To classify sources, an algorithm is developed to maximize the likelihood of impulse assignment based on the impulse spacing distributions. A theoretical lower bound on performanc...

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