Title :
Genetic-based high-level synthesis of ΣΔ modulator in SystemC-A
Author :
Chenxu Zhao ; Kazmierski, Tom J.
Author_Institution :
Sch. of Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
Abstract :
This paper proposes a novel genetic-based high-level synthesis methodology for ΣΔ modulators. This approach is based on simulation-based optimisation where optimal topology of the ΣΔ modulator is automated explored using a genetic algo rithm(GA) under various design constraints, such as SNR(Signal to-Noise Ratio) and hardware complexity. The proposed synthesis technique has been implemented in SystemC-A due to its ad vantages in terms of high simulation speed, flexibility and data manipulation. Experimental results validates the effectiveness of the synthesis approach.
Keywords :
genetic algorithms; high level synthesis; sigma-delta modulation; ΣΔ modulator; SystemC-A; genetic algorithm; genetic-based high-level synthesis methodology; hardware complexity; signal to-noise ratio; simulation-based optimisation;
Conference_Titel :
Specification & Design Languages (FDL 2010), 2010 Forum on
Conference_Location :
Southampton
DOI :
10.1049/ic.2010.0147