Low-power low-voltage analog circuit design using hierarchical particle swarm optimization

Abstract

This paper presents application and effectiveness of Hierarchical particle swarm optimization (HPSO) algorithm for automatic sizing of low-power analog circuits. For the purpose of comparison, circuits are also designed using PSO and Genetic Algorithm (GA). CMOS technologies from 0.35 mu m down to 0.13 mu m are used PVT (process, voltage, temperature) variations are considered during the design of circuits. We show that HPSO algorithm converges to a better solution, compared to PSO and GA. For CMOS Miller OTA, even performance of the circuit designed by HPSO algorithm is better than the performance of recently reported manually designed circuit. For the first time, design of this OTA, in 0.4 V supply voltage, is also presented. For this new design, HPSO algorithm has taken 23.5 minutes of CPU time on a Sun system with 1.2 GHz processor and 8 GB RAM