Difference between fft and dsphdl.FFT.

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I am trying to convert FFT code to HDL, but the problem is that fft function is not supported and dsphdl.FFT is supported. So what is the difference between them?

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Hassaan
Hassaan 2024-6-25
编辑:Hassaan 2024-6-25
The main differences between fft and dsphdl.FFT in MATLAB are:
Context:
  • fft: General-purpose function for computing the FFT in software.
  • dsphdl.FFT: Designed for generating HDL code for FPGA/ASIC implementations, optimized for hardware.
Implementation:
  • fft: Uses optimized algorithms for software execution, supporting various data types.
  • dsphdl.FFT: Employs hardware-friendly architectures like Streaming Radix 2^2 and Burst Radix 2, managing resources and latency for hardware execution.
Customization:
  • fft: Straightforward use without much control over internal processes.
  • dsphdl.FFT: Offers extensive control signals and configuration options for synchronization and data flow in hardware systems.
Data Handling:
  • fft: Processes data directly, assuming it fits in memory.
  • dsphdl.FFT: Handles streaming data and vectorized inputs, optimized for real-time hardware processing.
Performance:
  • fft: Provides accurate results suitable for most software applications.
  • dsphdl.FFT: Optimized for performance in hardware, with trade-offs in precision and latency to fit FPGA/ASIC constraints (MathWorks) (MathWorks) (MathWorks) (MathWorks) (MathWorks).
  2 个评论
Jaykishan Solanki
Jaykishan Solanki 2024-6-26
编辑:Jaykishan Solanki 2024-6-26
Thank you very much @Hassaan, this was helpful.
Hassaan
Hassaan 2024-6-27
@Jaykishan You are welcome.
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