A symbolic regression-based modelling strategy of AC/DC rectifiers for RFID applications

作者：

Highlights：

• The symbolic-regression-based modelling of electronic circuits is proposed.

• The AC/DC rectifier models and modelling strategy for RFID applications is presented.

• Excellent generalisation properties have been demonstrated on three CMOS test cases.

• The maximum achieved simulation speedup factor is 3.84E6.

• Proposed modelling strategy is intended for RFID designers to reduce the design time.

摘要

•The symbolic-regression-based modelling of electronic circuits is proposed.•The AC/DC rectifier models and modelling strategy for RFID applications is presented.•Excellent generalisation properties have been demonstrated on three CMOS test cases.•The maximum achieved simulation speedup factor is 3.84E6.•Proposed modelling strategy is intended for RFID designers to reduce the design time.

论文关键词：Symbolic regression,RFID,AC/DC rectifier,Circuit modelling,Behavioural modelling

论文评审过程：Available online 18 June 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.06.021