MathWorks, a global leader in mathematical computing software, has joined forces with Altera, an Intel company, to revolutionize the development of 5G and 6G wireless systems. This collaboration enables wireless engineers to leverage AI-driven autoencoders to compress Channel State Information (CSI) data, significantly reducing fronthaul traffic and bandwidth demands. As a result, developers can enhance network efficiency, lower costs, and maintain high reliability and performance in next-generation wireless communications.
Empowering Engineers with AI-Optimized Wireless Development
The growing demand for high-speed, reliable wireless connectivity requires innovative solutions. MathWorks and Altera address this challenge by integrating AI-based compression into 5G and 6G networks, making wireless infrastructure more scalable and cost-effective.
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“By combining MathWorks’ advanced AI software with Altera’s FPGA AI suite, we empower engineers to streamline their workflow from algorithm design to hardware implementation,” said Mike Fitton, Vice President and GM of Vertical Markets at Altera. “This collaboration supports a wide range of wireless applications, from 5G RAN deployments to cutting-edge automotive ADAS technologies.”
MathWorks’ software suite plays a pivotal role in AI and wireless system development. The Deep Learning HDL Toolbox allows engineers to implement deep learning models on FPGA hardware efficiently. Additionally, with the support of HDL Coder, developers can build and deploy a highly optimized Deep Learning Processor IP Core, enhancing performance and adaptability in wireless applications.
AI-Driven Innovation for Next-Generation Wireless Networks
AI-enabled compression is transforming telecommunications by making data transmission more efficient without compromising quality. “MathWorks software provides a solid foundation for AI-driven wireless innovation,” said Houman Zarrinkoub, Principal Product Manager at MathWorks. “By integrating our AI tools with Altera’s FPGA technologies, we are equipping engineers with the resources needed to develop high-performance 5G and 6G applications.”
Altera’s FPGA AI Suite further simplifies AI inference deployment by integrating seamlessly with industry-standard frameworks via the OpenVINO toolkit. This solution allows FPGA developers to optimize AI inference on Altera FPGAs using Quartus Prime Software, ensuring a smooth, high-performance workflow.
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By working together, MathWorks and Altera are paving the way for a future where AI-driven wireless networks are more efficient, scalable, and cost-effective. Their joint efforts promise to accelerate the rollout of next-generation telecommunications infrastructure, benefiting industries from telecommunications to automotive technology.
FAQs
1. How does AI improve 5G and 6G wireless development?
AI enhances wireless development by optimizing data compression, reducing bandwidth usage, and improving network efficiency. MathWorks and Altera use AI-driven autoencoders to streamline wireless communication processes, making 5G and 6G networks more cost-effective and scalable.
2. What is the role of Altera’s FPGA AI Suite in this collaboration?
Altera’s FPGA AI Suite simplifies AI inference deployment on FPGAs using the OpenVINO toolkit. It allows developers to integrate AI models efficiently, optimize performance, and enhance wireless system capabilities.
3. How does MathWorks’ Deep Learning HDL Toolbox support AI-driven wireless systems?
MathWorks’ Deep Learning HDL Toolbox™ enables engineers to design, customize, and deploy deep learning networks on FPGA hardware. This technology improves the performance and adaptability of AI applications in 5G and 6G wireless networks.
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