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Monte Carlo Simulation and Optimization
Monte Carlo Simulation and Optimization
Monte Carlo Simulation and Optimization
Monte Carlo Simulation and Optimization
Monte Carlo Simulation and Optimization
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Monte Carlo Simulation and Optimization

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Monte Carlo Simulation and Optimization …

Monte Carlo Simulation and Optimization

Hillol.Sarkar@ago-inc.com

Published in: Devices & Hardware
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Transcript

  • 1. Analog Circuit Optimization Testing Time Maximize Production Yield Power Amplifier Hillol.Sarkar@ago-inc.com
  • 2. Monte Carlo Optimization CMOS Power Amplifier Monte Carlo optimization Transistors 147 Test Benches 4 Corners per Test Bench 7 Design Objectives 63 Total 63 Objectives Total 28 Corners Performance Maximum Yield Time 4 CPU 3.3 GHz 12 Hours www.ago-inc.com 100X Productivity Improvement Max Yield Optimized in 12 Hours Hillol.Sarkar@ago-inc.com
  • 3. Advance Generation Optimization www.ago-inc.com 100X Productivity Improvement Hillol.Sarkar@ago-inc.com Steps Time Tool Setup 2 Hours 30 Minutes Feasibility 1 Hour 30 Minutes Global Opt 4 Hours 10 Minutes Centering 3 Hours 40 Minutes
  • 4. Advance Generation Optimization Design Flow www.ago-inc.comHillol.Sarkar@ago-inc.com Strategy Define Corners Variable Range Define Variable Setup Test Benches Setup Corners Setup MC Define Objectives Define MC Analysis Define Priorities 30 m 15 m 15 m 30 m 15 m Feasibility Global Optimization Centering 1H 20 m 4H 10 m 3H 40 m 5 m 15 m 30 m 3 m 10 m H= Hours m = Minutes Design Preparation & Tool Setup Optimization Run Time
  • 5. Analog Circuit Optimization Optimized Multiple Corners in 12 Hours Centered all Transistors Production Worthy Design Hillol.Sarkar@ago-inc.com Power Amplifier Case Study Hillol.Sarkar@ago-inc.com

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