Title :
Phase analysis of DNA genomic signals
Author :
Cristea, Paul Dan
Author_Institution :
"Politehnica" Univ. of Bucharest, Romania
Abstract :
Complex representation of nucleotides is used to convert sequences of nucleotides into complex digital genomic signals. This approach allows using signal processing methods for handling and analyzing genomic information at nucleotide, codon and amino acid levels in a multiresolution approach. Some basic features of nucleotide sequences can be elicited using these signal representations. Specifically, by using phase analysis, we establish global and large scale features of eukaryote and prokaryote DNA genomic signals that reveal statistical regularities of base and base-pair distributions along DNA strands.
Keywords :
DNA; biology computing; genetics; molecular biophysics; signal processing; DNA strands; amino acid levels; base-pair distributions; codon; complex digital genomic signals; eukaryote DNA genomic signals; genomic information; large scale features; nucleotide sequences; phase analysis; prokaryote DNA genomic signals; signal processing methods; signal representations; statistical regularities; Amino acids; Bioinformatics; DNA; Genomics; Information analysis; Sequences; Signal analysis; Signal processing; Signal representations; Signal resolution;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1206163