软件定义无线电的完整码流融合

Tomoaki Kobayashi, Oleg Kiselyov
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引用次数: 0

摘要

Strymonas 是一个基于代码生成的库(嵌入式 DSL),用于快速、批量、单线程内存流处理--具有流流水线的声明式描述,同时还能达到手写状态机的速度和内存效率。它能保证在任何情况下都能完成流融合。迄今为止,strymonas 一直用于小型实例和微型基准测试。在这项工作中,我们评估了 strymonas 在软件定义无线电(FM 无线电接收)的大型实际应用中的表现,并将其与同步数据流系统 StreamIt 和最先进的软件定义无线电系统进行对比和基准测试:GNU Radio。尽管 Strymonas 是声明式、单线程、单核心的,没有 SIMD 的明确支持,也没有内置窗口或卷积,但它提供了便携式的高性能,足以用于实时调频广播接收。它的性能与 GNU Radio 不相上下(在 Raspberry Pi Zero 上甚至超过了 GNU Radio),同时还提供了完全融合和类型安全的静态保证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Complete Stream Fusion for Software-Defined Radio
Strymonas is a code-generation--based library (embedded DSL) for fast, bulk, single-thread in-memory stream processing -- with the declarative description of stream pipelines and yet achieving the speed and memory efficiency of hand-written state machines. It guarantees complete stream fusion in all cases. So far, strymonas has been used on small examples and micro-benchmarks. In this work, we evaluate strymonas on a large, real-life application of Software-Defined Radio -- FM Radio reception, -- contrasting and benchmarking it against the synchronous dataflow system StreamIt, and the state-of-the art: GNU Radio. Strymonas, despite being declarative, single-thread single-core with no explicit support for SIMD, no built-in windowing or convolution, turns out to offer portable high performance, well enough for real-time FM Radio reception. It is on par with (or, on Raspberry Pi Zero, outstripping) GNU Radio, while providing static guarantees of complete fusion and type safety.
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