Implementation of an SDR system using graphics processing unit

This article presents a novel procedure of implementing software defined radio modem using a graphics processing unit instead of conventional digital signal processors and/or field programmable gate arrays. Considering that modern GPU is suitable for parallel computing due to its numerous powerful a...

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Veröffentlicht in:IEEE communications magazine 2010-03, Vol.48 (3), p.156-162
Hauptverfasser: Kim, June, Hyeon, Seungheon, Choi, Seungwon
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Hyeon, Seungheon
Choi, Seungwon
description This article presents a novel procedure of implementing software defined radio modem using a graphics processing unit instead of conventional digital signal processors and/or field programmable gate arrays. Considering that modern GPU is suitable for parallel computing due to its numerous powerful arithmetic logic units, we suggest a proper architecture of hardware and software platform for the SDR modem to be implemented on GPU. Then, we show a design example of mobile WiMAX terminal implemented on the proposed GPU platform. In our experimental tests, we observed that the GPU-driven modem is nearly 90 times faster than the conventional 8-way Very Long Instruction Word architectured DSP-driven modem for the application of Viterbi decoder implementation of mobile WiMAX terminal.
doi_str_mv 10.1109/MCOM.2010.5434388
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subjects Arithmetic
Computer architecture
Digital signal processors
Field programmable gate arrays
Graphics
Modems
Parallel processing
Programmable logic arrays
Software radio
WiMAX
title Implementation of an SDR system using graphics processing unit
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