Title :
Improving performance of high precision signal processing algorithms on programmable DSPs
Author :
Mehendale, Mahesh
Abstract :
In applications, such as high quality audio, that need more than 16 bits of precision, the processing of signals on a 16-bit DSP requires double precision computation and is hence time consuming. Since in residue number system (RNS), the high precision data is decomposed to a lower precision for its processing, in this paper, we propose RNS for increasing the performance of such applications implemented on a single processor. We apply multirate architectures and also suggest some architectural extensions to the processor to further enhance the performance. The results show that performance improvement of more than 57% can be achieved with these implementations. We also show that the power dissipation can be significantly reduced with such implementations
Keywords :
computer architecture; digital signal processing chips; residue number systems; architectural extensions; double precision computation; high precision signal processing algorithms; multirate architectures; power dissipation; programmable DSPs; residue number system; Application software; Computer architecture; Digital signal processing; Dynamic range; Finite impulse response filter; Instruments; Power dissipation; Signal processing; Signal processing algorithms; Software performance;
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.1999.778889