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Rapid Prototyping and Evaluation of Programmable SIMD SDR Processors in LISA

机译:LISA中可编程SIMD SDR处理器的快速原型制作和评估

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With the development of international wireless communication standards, there is an increase in computational requirement for baseband signal processors. Time-to-market pressure makes it impossible to completely redesign new processors for the evolving standards. Due to its high flexibility and low power, software defined radio (SDR) digital signal processors have been proposed as promising technology to replace traditional ASIC and FPGA fashions. In addition, there are large numbers of parallel data processed in computation-intensive functions, which fosters the development of single instruction multiple data (SIMD) architecture in SDR platform. So a new way must be found to prototype the SDR processors efficiently. In this paper we present a bit-and-cycle accurate model of programmable SIMD SDR processors in a machine description language LISA. LISA is a language for instruction set architecture which can gain rapid model at architectural level. In order to evaluate the availability of our proposed processor, three common baseband functions, FFT, FIR digital filter and matrix multiplication have been mapped on the SDR platform. Analytical results showed that the SDR processor achieved the maximum of 47.1% performance boost relative to the opponent processor.
机译:随着国际无线通信标准的发展,对基带信号处理器的计算需求增加。上市时间的压力使得无法完全针对不断发展的标准重新设计新的处理器。由于其高灵活性和低功耗,已提出了软件定义无线电(SDR)数字信号处理器,作为取代传统ASIC和FPGA方式的有前途的技术。此外,在计算密集型功能中处理了大量并行数据,这促进了SDR平台中单指令多数据(SIMD)架构的发展。因此,必须找到一种有效地对SDR处理器进行原型设计的新方法。在本文中,我们以机器描述语言LISA提出了可编程SIMD SDR处理器的位周期精确模型。 LISA是一种指令集体系结构的语言,可以在体系结构级别获得快速模型。为了评估我们提出的处理器的可用性,已经在SDR平台上映射了三种常见的基带功能,即FFT,FIR数字滤波器和矩阵乘法。分析结果表明,相对于竞争对手的处理器,SDR处理器的性能最高提升了47.1%。

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