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Exploration and implementation of a highly efficient processor element for multimedia and signal processing domains

机译:探索和实现用于多媒体和信号处理领域的高效处理器元件

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摘要

The exploration and design process of highly efficient processor element for multimedia and signal processing domains is presented in this study. With the introduction of synchronous data-transfer architecture for high-performance embedded applications, the effectively exploring the exponential-size architectural design spaces by detailed simulation is intractable. The authors attack this via an automated approach. At first, its cost model is built to achieve fast and accurate estimation with the characteristic of scalability. Then, the hierarchical design space exploration methodology involving heuristic-based local process and analytical global optimisation step is proposed to achieve the approximate optimum with short time-to-market. For target domains, our proposed method arrives at better optimised results within only 25 h when compared with other methods. A System on Chip (SoC) involving the optimised processor element has been implemented in 0.13 m complementary metal oxide semiconductor (CMOS) process and the experimental results show that our processor element outperforms TMS320C64 series and does the obvious acceleration to multimedia applications in SoC system.
机译:本研究提出了针对多媒体和信号处理领域的高效处理器元件的探索和设计过程。随着针对高性能嵌入式应用程序的同步数据传输体系结构的引入,通过详细的仿真有效地探索指数大小的体系结构设计空间变得十分棘手。作者通过自动方法对此进行了攻击。首先,构建其成本模型以实现具有可伸缩性特征的快速准确的估算。然后,提出了基于启发式局部过程和分析全局优化步骤的分层设计空间探索方法,以在较短的上市时间内实现近似最优。对于目标域,与其他方法相比,我们提出的方法仅需25小时即可获得更好的优化结果。已经在0.13 m互补金属氧化物半导体(CMOS)工艺中实现了包含经过优化的处理器元件的片上系统(SoC),实验结果表明,我们的处理器元件优于TMS320C64系列,并且对SoC系统中的多媒体应用有明显的加速作用。

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