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Stochastic behavioral modeling and analysis for analog/mixed-signal circuits

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : Stochastic behavioral modeling and analysis for analog/mixed-signal circuits
นักวิจัย : Gong, Fang , Basir-Kazeruni, Sina , He, Lei , Yu, Hao
คำค้น : DRNTU::Engineering::Electrical and electronic engineering::Integrated circuits
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2555
อ้างอิง : Gong, F., Basir-Kazeruni, S., He, L., & Yu, H. (2013). Stochastic Behavioral Modeling and Analysis for Analog/Mixed-Signal Circuits. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 32(1), 24-33. , 0278-0070 , http://hdl.handle.net/10220/9241 , http://dx.doi.org/10.1109/TCAD.2012.2217961 , 167723
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : IEEE transactions on computer-aided design of integrated circuits and systems
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

It has become increasingly challenging to model the stochastic behavior of analog/mixed-signal (AMS) circuits under large-scale process variations. In this paper, a novel moment-matching based method has been proposed to accurately extract the probabilistic behavioral distributions of AMS circuits. This method first utilizes Latin Hypercube Sampling (LHS) coupling with a correlation control technique to generate a few samples (e.g., sample-size is in linear with number of variable parameters) and further analytically evaluate the high-order moments of the circuit behavior with high accuracy. In this way, the “arbitrary” probabilistic distributions of the circuit behavior can be extracted using moment-matching method. More importantly, the proposed method has been successfully applied to high-dimensional prob-lems with linear complexity. The experiments demonstrate that the proposed method can provide up to 1666X speedup over crude Monte Carlo method for the same accuracy.

บรรณานุกรม :
Gong, Fang , Basir-Kazeruni, Sina , He, Lei , Yu, Hao . (2555). Stochastic behavioral modeling and analysis for analog/mixed-signal circuits.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Gong, Fang , Basir-Kazeruni, Sina , He, Lei , Yu, Hao . 2555. "Stochastic behavioral modeling and analysis for analog/mixed-signal circuits".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Gong, Fang , Basir-Kazeruni, Sina , He, Lei , Yu, Hao . "Stochastic behavioral modeling and analysis for analog/mixed-signal circuits."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print.
Gong, Fang , Basir-Kazeruni, Sina , He, Lei , Yu, Hao . Stochastic behavioral modeling and analysis for analog/mixed-signal circuits. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.