Stream Processing for Embedded Domain Specific Languages
Conference contribution, 2014

We present a library for expressing digital signal processing (DSP) algorithms using a deeply embedded domain-specific language (EDSL) in Haskell. The library supports definitions in functional programming style, reducing the gap between the mathematical description of streaming algorithms and their implementation. The deep embedding makes it possible to generate efficient C code without any overhead associated with the high-level programming model. The signal processing library is intended to be an extension of the Feldspar EDSL which, until now, has had a rather low-level interface for dealing with synchronous streams. However, the presented library is independent of the underlying expression language, and can be used to extend any pure EDSL for which a C code generator exists with efficient stream processing capabilities. The library is evaluated using example implementations of common DSP algorithms and the generated code is compared to its handwritten counterpart.

EDSL

Digital Signal Processing

Haskell

Author

Markus Aronsson

Chalmers, Computer Science and Engineering (Chalmers), Software Technology (Chalmers)

Emil Axelsson

Chalmers, Computer Science and Engineering (Chalmers), Software Technology (Chalmers)

Mary Sheeran

Chalmers, Computer Science and Engineering (Chalmers), Software Technology (Chalmers)

Areas of Advance

Information and Communication Technology

Subject Categories

Computer and Information Science

DOI

10.1145/2746325.2746334

More information

Latest update

10/30/2019