DocumentCode
2160553
Title
Improving the performance of DSP systems for MIMO processing
Author
Horner, Nathaniel ; Kwasinski, Andres ; Mondragon, Antonio
Author_Institution
Rochester Inst. of Technol., Rochester, NY, USA
fYear
2011
fDate
22-27 May 2011
Firstpage
1681
Lastpage
1684
Abstract
While the research into MIMO communications algorithms have reached levels of development that show important wire less systems performance improvements, the development of DSP systems to implement them has limited implementations to the simplest and least performing algorithms. This paper addresses this technological gap by studying how to design DSP systems to better handle the increased complexity arising from the operations typical of MIMO algorithms. Two approaches are considered: adding new instructions to the DSP instruction set and adding a hardware accelerator to the DSP system. Of the two approaches, the second was concluded to be best, resulting in notable processing speedups and more efficient use of the computational resources.
Keywords
MIMO communication; digital signal processing chips; DSP system; MIMO communications algorithms; computational resources; Algorithm design and analysis; Clocks; Complexity theory; Digital signal processing; Hardware; MIMO; Signal processing algorithms; DSP system design; MIMO processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5946823
Filename
5946823
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