MATLAB/ simulink模型转换成同步数据流图,用于并行分析和嵌入式多核系统编程

K. Guesmi, S. Hasnaoui
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引用次数: 3

摘要

数字信号处理中计算密集型应用的软件实现需要较大的计算能力和实时性要求。采用多核体系结构通常是解决计算问题重大挑战的唯一方法。开发基于多核的系统需要高度的并发性来优化系统的性能。为此,本文讨论了MATLAB\Simulink模型的重新设计,以实现多处理器的高效并发实现。我们的方法包括将simi ink模型转换为离散同步数据流图,以便通过利用任务级并行性将它们视为并发系统,而不改变系统的输入-输出行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Translating of MATLAB/SIMULINLK model to synchronous dataflow graph for parallelism analysis and programming embedded multicore systems
Software implementation of compute-intensive applications in digital signal processing requires large computing power and has real-time performance requirements. Employing multicore architecture is usually the only means for solving the grand challenge of computational problems. Developing multicore-based systems requires a high degree of concurrency for optimizing performances of systems. For this purpose, this paper addresses the redesigning of MATLAB\Simulink models for efficient concurrent implementation using multiple processors. Our approach consists of translating a Simiüink model into discrete synchronous dataflow graph in order to treat them as concurrent system by exploiting task-level parallelism without alter the input-output behavior of the system.
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