5g development with matlab technology and Design



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5G ebook

Algorithms 
and 
Models
Rapid prototyping of new algorithms on FPGA-based hardware for 5G field trials. 
(Image courtesy of Huawei)


29
5G Development with MATLAB
Rapid Prototyping with
Model-Based Design
Many wireless engineers rely on MATLAB to develop and simulate 
physical layer communication algorithms. Model-Based Design with 
MATLAB and Simulink enables wireless engineers to use a common 
model for both simulation and implementation on the FPGA or SoC 
(system-on-chip) prototyping platform. They no longer need to maintain 
different representations of the same design, and they can use MATLAB 
code as a reference and test bench to verify the hardware design. 
Using Model-Based Design, the R&D and system engineers can 
develop and debug hardware prototypes of their algorithms without 
hardware specialists. They can quickly update prototypes in response 
to changes in requirements. Instead of handing the hardware team an 
abstract algorithm to interpret and implement, they can hand off an 
efficient, fully verified VHDL
®
or Verilog
®
implementation. 
With Model-Based Design, 5G R&D teams can:
• Explore algorithms and develop a standard-compliant reference and 
test bench in MATLAB 
• Develop a hardware-accurate model in Simulink using fixed-point 
algorithm blocks
• Partition the model into subsystems to target the FPGA fabric
and processor on the prototype 
• Automatically generate target-independent or target-optimized
HDL and C code 
• Automate prototyping on SDRs and other FPGA or SoC hardware 
• Integrate and test the generated code into the full radio
platform design



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