Title :
Soft-Core Dataflow Processor Architecture Optimized for Radar Signal Processing
Author :
Broich, R. ; Grobler, H.
Author_Institution :
Dept. of Electr., Electron., & Comput. Eng., Univ. of Pretoria, Pretoria, South Africa
Abstract :
Current radar signal processors (RSPs) lack either performance or flexibility. Custom soft-core processors exhibit potential in high-performance signal processing applications, yet remain relatively unexplored in research literature. In this paper, we use an iterative design methodology to propose a novel soft-core streaming processor architecture. The datapaths of this architecture are arranged in a circular pattern, with multiple operands simultaneously flowing between switching multiplexers and functional units each cycle. By explicitly specifying instruction-level parallelism and software pipelining, applications can fully exploit the available computational resources. The proposed architecture exceeds the clock cycle performance of a commercial high-end digital signal processor (DSP) processor by an average factor of 14 over a range of typical operating parameters in an RSP application.
Keywords :
digital signal processing chips; optimisation; radar signal processing; RSP; clock cycle performance; data paths; digital signal processor; instruction-level parallelism; iterative design methodology; radar signal processing; radar signal processors; soft-core dataflow processor architecture; soft-core streaming processor architecture; software pipelining; switching multiplexers; Clocks; Computer architecture; Field programmable gate arrays; Multiplexing; Radar; Radar signal processing; Registers; Circular Dataflow; Circular dataflow; Processor Design Methodology; Radar Signal Processor; Signal Processing Architecture; Soft-core DSP; Soft-core Processor; Streaming Architecture; Transport-Based Processor; processor design methodology; radar signal processor (RSP); signal processing architecture; soft-core DSP; soft-core processor; streaming architecture; transport-based processor;
Journal_Title :
Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TCAD.2014.2363388