Title
Subspace-based estimation of symbolic periodicities
Abstract
In this work, we propose a novel subspace-based estimator of periodicities in symbolic sequences. The estimator exploits the harmonic structure naturally occurring in symbolic sequences and iteratively forms the estimate of the periodicities using a MUSIC-like formulation. The estimator allows for alphabets of different sizes, but is here illustrated using both simulated and real DNA measurements, showing a notable performance gain as compared to other common estimators.
Year
DOI
Venue
2013
10.1109/ICASSP.2013.6638859
Acoustics, Speech and Signal Processing
Keywords
DocType
ISSN
dna,estimation theory,genomics,dna measurements,music-like formulation,harmonic structure,subspace-based estimation,symbolic periodicities,symbolic sequences,spectrum analysis,hidden periodicities,subspace techniques
Conference
1520-6149
Citations 
PageRank 
References 
2
0.46
4
Authors
2
Name
Order
Citations
PageRank
Johan Sward13711.84
Andreas Jakobsson240943.32