Title :
High-speed implementation of Smith-Waterman algorithm for DNA sequence scanning in VLSI
Author :
Cheng, Chao ; Parhi, Keshab K.
Author_Institution :
Dept. of Electr. & Comput. Engr., Univ. of Minnesota, Minneapolis, MN
Abstract :
In this paper, a novel pipelined algorithm is applied in the hardware implementation of Smith-Waterman algorithm. The proposed algorithm can cut down the computation time from O(m+n) to O(m+n/J), where J is the pipeline level, m and n are the lengths of the query sequence and subject sequence respectively. It´s obvious that if the length of subject sequence is much larger than the query sequence, i.e., n>>m, the computation of scanning protein sequences will be speeded up by a factor of J.
Keywords :
DNA; VLSI; biology computing; computational complexity; molecular biophysics; proteins; DNA sequence scanning; Smith-Waterman algorithm; VLSI; protein sequences; query sequence; subject sequence; Algorithm design and analysis; Circuits; DNA; Hardware; Pipeline processing; Proteins; Sequences; Systolic arrays; Throughput; Very large scale integration; DNA Sequence; FPGA; Look-ahead pipelining; Smith-Waterman Algorithm; VLSI;
Conference_Titel :
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2940-0
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2008.5074677