Title :
Several approaches to fixed-point implementation of matrix inversion
Author :
Salmela, Pentu ; Happonen, Aki ; Burian, A. ; Takala, Janno
Author_Institution :
Inst. of Digital & Comput. Syst., Tampere Univ. of Technol., Finland
Abstract :
Matrix inversion is a general problem in a wide variety of applications. The problem becomes even more challenging when an efficient hardware implementation is required. In this paper, three matrix inversion implementations in fixed-point are presented and compared. The fixed-point implementation of such methods is considered and the needed processing elements are introduced. The characteristics of each approach are described and their hardware implementations are compared.
Keywords :
fixed point arithmetic; matrix inversion; fixed-point implementation; hardware implementation; matrix inversion; processing elements; Application software; Arithmetic; Base stations; Equations; Hardware; Linear systems; Matrix decomposition; Mobile handsets; Quantization; Table lookup;
Conference_Titel :
Signals, Circuits and Systems, 2005. ISSCS 2005. International Symposium on
Print_ISBN :
0-7803-9029-6
DOI :
10.1109/ISSCS.2005.1511286