AI-Assisted Design for 5G/6G Workflows

AI

AI Empowers Workforce Enablement

As we strive for greater engineering productivity, faster time to market, and optimized decision-making from a sea of data, Artificial Intelligence (AI) and Machine Learning (ML) provide exciting new tools to accelerate the engineering lifecycle. Keysight can help you start automating your workflows and add in your proprietary optimization algorithms.

Learn the Fundamentals of Designing Automated Workflows

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AI Natural Language Assistants for Keysight ADS

Keysight is pleased to introduce AI-based Natural Language Assistants for the Keysight ADS software, helping RF and high-speed users become immediately productive with trusted, secure AI tools

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Python Automation for Developers

Automate MMIC and Module workflows with expanded access to the inside of the ADS platform.

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Python Automation for Applications

See the benefits of 5G Power Amplifier design by integrating T&M instruments into the design flow and importing and designing with load-pull data.

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Automation and Machine Learning for RF Circuit Design

Review an example of how to use Python APIs in ADS to design “unthinkable circuits.”

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Connecting ADS to PNA-X Using Python

Learn how to import a live VNA trace into Keysight ADS for modeling and design closure.

Use AI to Create a Simulation Model

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Part 1: Artificial Neural Network (ANN) Model Extraction

Part 1 in this video series details a process for extracting an Artificial Neural Network (ANN) model from a dataset using Python.

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Part 3: Using a Model for Advanced Emulation

Part 3 in this video series details a process for creating an electrical model of an Artificial Neural Network (ANN) in Keysight's Advanced Design System (ADS).

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Part 2: Adapting a Model to an RF Simulation

Part 2 in this video series details a process for implementing a Python-extracted Artificial Neural Network (ANN) model in Keysight's Advanced Design System (ADS).

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Load Pull Modeling with Python's AI Power

Discover how to leverage measured load pull data to create advanced simulation models utilizing AI and Python-based tools.

Leverage AI as an RF Design Assistant

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RF Design Optimizer with AI

Discover how Filpal’s AI Optimizer automates simulations, enabling the optimization of complex designs, such as dual-band filters.

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Device Modeling with Hybrid Physical Models and ANN

Explore how hybrid artificial neural network (ANN) models combine measurement and physics-based approaches to address complex device modeling challenges.

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Power Amplifier Design with Machine Learning

Learn how a university research group utilizes Keysight’s Python APIs to automate power amplifier design using machine learning.

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AI-Assisted Design of Microwave Circuits

Examine how AI and Machine learning provide a design assistant for RF Circuit design. Python APIs unlock the ADS architecture, allowing unparalleled control over internal functions.

Featured Courses

Explore Courses on RF Circuit Design

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Electro-Thermal Simulation for RF Circuit Design

Discover how electro-thermal heating impacts device characteristics, degrades RF and microwave circuit performance, and compromises reliability.

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RF Circuit Design Techniques for Power Amplifier Load Pull

See practical examples of using Load Pull data to optimize the key metrics in a Power Amplifier design.

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Ensure your RF Power Amplifier Doesn’t Become an Oscillator

Discover how to compute multiple stability metrics without altering the fundamental circuit analysis.

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How to Integrate Multi-Technology RF Assemblies

Examine intelligent mounting techniques that adapt when assembling different RF technologies. 

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Designing with 5G Modulated Signals

Discover how to incorporate distortion EVM into your design and reduce 5G circuit simulation cycles.

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Designing for Digital Pre-Distortion in Power Amplifiers

Understand how to unlock PA design with predictive DPD that transforms how PA manufacturers can design for their customers' applications.

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Identify RF Coupling Issues Early with EM/Circuit Co-Simulation

Learn how to reduce RF circuit simulation time by using electromagnetic/circuit co-simulation as an iterative design tool.

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How to Design an RF Power Amplifier

Explore the basics of simulating an RF Power Amplifier design, and design approaches to the six different classes.

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Designing for Modulation with Keysight EDA

Learn about the 8 great reasons why you use Keysight's EDA software to design with modulation.

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Solving 3D Module Integration Challenges for RF Circuit Designs

Explore the assembly, integration, and Circuit-EM validation of a typical dual-band Front-End Module (FEM) with SmartMount and RFPro.

Related Use Cases

Dive into more insights and carefully compiled EDA resources on RF circuit design

 
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