数字信号处理的并发编程方法

A. Sabo, N. Schramm
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引用次数: 2

摘要

就正确性和效率而言,编程并发系统的任务要比编程顺序系统的任务困难得多。嵌入式、DSP系统和处理器的发展趋势也正在转向多核和多处理器设置。易于并发和算法开发的问题也是嵌入式和DSP系统的一个重要问题。本文的目标是定义并呈现一种允许描述和开发信号处理算法的高级语言。通过使用特定于领域的语言,我们可以创建简洁且易于理解的算法定义。本文介绍了DSL在DSP应用中的优势。所创建的定义与硬件无关,可以执行并进行功能验证。无需移植就可以为各种目标生成高效的代码。所提出的DSL设计允许在计算密集型算法的情况下为多核目标生成代码,为多个流、线程生成代码。通过合并、重新分组和拆分算法和算法组来支持代码重用。
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Concurrent programming method for digital signal processing
The task of programming concurrent systems is substantially more difficult than the task of programming sequential systems with respect to both correctness and efficiency. The tendency in development of embedded, DSP systems and processors are shifting to multi core and multiprocessor setups as well. The problem of easy concurrency and algorithm development is an important for embedded and DSP systems as well. The goal of this paper is to define and present a high level language that allows description and development of signal processing algorithms. With the usage of a domain specific language, we can create compact and easy to understand definition of algorithms. In the paper the authors present the advantages granted by DSL for DSP applications. The created definitions are hardware independent can be executed and functionally verified. Efficient code can be generated for various targets without porting. The design of the presented DSL allows code generation for multi-core targets in case of computing-intensive algorithms, code generation for multiple streams, threads. Code reuse is supported by merging, re-grouping, and splitting of algorithms and groups of algorithms.
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