1 research outputs found
Enhancement of Exon Regions Recognition in Gene Sequences Using a Radix -4 Multi-valued Logic with DSP Approach
Numerous levels of concepts perform logical designand logical representations in an efficient manner. In typical and quantum theories of
computation, Binary logic and Boolean algebra occupies an imperative place. But they havethe limitation of representing signals or sequences by using either
binary ‘1’ or ‘0’. This has major drawbacks that the neutralities or any intermediate values are ignored which are essential in most of the applications.
Because of the occurrence of such situations it is the need of the hour to look into other alternative logics in order to fulfill the necessities of the user
in their respective applications. The binary logic can be replaced by Multi-Valued Logic (MVL), which grabs the positions of the major applications because
of the ability to provide representation by using more than two values.As most of the significant applications are based on the logical sequences, the
multi-valued logic shines because of its thriving feature. Genomic signal processing, a novel research area in bioinformatics,is one of the foremost
applications which involve the operations of logical sequences. It is concerned with the digital signal representations and analysis of genomic
data.Determination of the coding region in DNA sequence is one of the genomic operations.This leads to the identification of the characteristics of the gene
which in turn finds out an individual’s behavior. In order to extract the coding regions on the basis of logical sequences a number of techniques have been
proposed by researchers. But most of the works utilized binary logic, which lead to the problem of losing some of the coding regions and incorrectly
recognizing non-coding regions as the coding regions. Hereby,we are proposing an approach for recognizing the exon regions from a gene sequence based on the
multi-valued logic. In this approach, we have utilized fourlevel logical system, termed as quaternary logic for the representation of gene sequences and so that we recognize theexon regions from the DNA sequence