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Signal Processing using Reconfigurable System-on-Chip Platforms

机译:使用可重新配置的片上系统平台的信号处理

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摘要

Reconfigurable System-on-Chip Platforms (RSPs) are an emerging class of adaptive architectures. The main advantage of RSPs over conventional DSPs is that the user can configure the underlying hardware based on the application. Moreover, the hardware can be reconfigured at runtime, facilitating efficient execution of multi-function applications. In this paper, key challenges in mapping applications onto RSPs are identified and a mapping methodology is proposed. Mapping signal processing applications onto RSPs and optimizing their performance is a new research area spawned by the large performance/flexibility architecture space provided by RSPs. A mapping methodology is proposed that facilitates rapid application development. Our methodology combines a high-level abstraction of the performance/flexibility space of RSPs with performance analysis of execution alternatives early in the design cvcle. Using our methodology, time performance results are demonstrated for FIR, 2D-FFT, and matrix multiplication. Significant speed-up is demonstrated compared with optimized implementations on state-of-the-art DSP, FPGA, and microprocessor platforms.
机译:可重新配置的片上系统平台(RSP)是一类新兴的自适应体系结构。与常规DSP相比,RSP的主要优点是用户可以根据应用程序配置基础硬件。此外,可以在运行时重新配置硬件,以促进多功能应用程序的高效执行。在本文中,确定了将应用程序映射到RSP的关键挑战,并提出了一种映射方法。将信号处理应用程序映射到RSP并优化其性能是RSP提供的巨大性能/灵活性架构空间催生的一个新研究领域。提出了一种映射方法,该方法有助于快速的应用程序开发。我们的方法将RSP的性能/灵活性空间的高级抽象与设计阶段早期执行替代方案的性能分析相结合。使用我们的方法,论证了FIR,2D-FFT和矩阵乘法的时间性能结果。与最先进的DSP,FPGA和微处理器平台上的优化实现相比,可以显着提高速度。

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