Title :
Hardware implementation of a nonlinear processor
Author :
Jain, V.K. ; Shrivastava, S. ; Snider, A.D. ; Damerow, D. ; Chester, D.
Author_Institution :
Univ. of South Florida, Tampa, FL, USA
Abstract :
Several advanced DSP algorithms, arising in applications such as wireless communications, computer graphics, computerized tomography, and speech compression, require extensive use of nonlinear functions. We discuss a new hardware approach to high-speed computation of nonlinear functions. With this approach all of the functions needed can be regularized into a single efficient algorithm. Further, highly reduced cycle implementations can be achieved. Specifically, for real arguments, a new result can be produced every cycle-in a pipelined mode. The underlying principle which has made the combined goals of high-speed and multi-functionality possible is significance-based polynomial interpolation of very small ROM tables. Considered are the following seven functions: arctangent, cosine, logarithm, reciprocal, reciprocal-square-root, sine, and square-root. Also presented is a theoretical development for error prediction, a tool for the selection of architectural parameters. Finally, the paper presents a novel technique, named here as `microshaping´, for avoiding overflows, thereby eliminating exception handling
Keywords :
computer architecture; error analysis; interpolation; mathematics computing; nonlinear functions; pipeline processing; polynomials; signal processing; ROM tables; advanced DSP algorithms; architectural parameters selection; arctangent function; cosine function; error prediction; exception handling elimination; hardware implementation; high-speed computation; logarithm; microshaping technique; multi-functionality; nonlinear functions; nonlinear processor; pipelined mode; real arguments; reciprocal function; reciprocal-square-root; reduced cycle implementations; significance-based polynomial interpolation; sine function; square-root function; Application software; Computed tomography; Computer graphics; Digital signal processing; Hardware; Interpolation; Polynomials; Read only memory; Speech; Wireless communication;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.780206