Title :
CORDIC based application specific instruction set processor for QRD/SVD
Author :
Liu, Z. ; Dickson, K. ; McCanny, J.V.
Author_Institution :
Inst. of Electron. Commun. & Inf. Technol., Queen´´s Univ., Belfast, UK
Abstract :
An application specific programmable processor (ASIP) suitable for the real-time implementation of matrix computations such as singular value and QR decomposition is presented. The processor incorporates facilities for the issue of parallel instructions and a dual-bus architecture that are designed to achieve high performance. Internally, it uses a CORDIC module to perform arithmetic operations, with pipelining of the internal recursive loop exploited to multiplex the two independent microrotations onto a single piece of hardware. The net result is a flexible processing element whose functionality can be changed under program control, which combines high performance with efficient silicon implementation. This is illustrated through the results of a detailed silicon design study and the applications of the techniques to a combined SVD/QRD system.
Keywords :
application specific integrated circuits; digital arithmetic; instruction sets; signal processing; singular value decomposition; CORDIC; QR decomposition; SVD; application specific instruction set processor; arithmetic operation; coordinate rotation digital computer; dual-bus architecture; internal recursive loop; matrix computation; parallel instruction; program control; real-time implementation; silicon implementation; singular value decomposition; Application specific integrated circuits; Application specific processors; Arithmetic; Computer architecture; Hardware; Information technology; Jacobian matrices; Matrix decomposition; Process design; Silicon;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292227