DSP From Ground Up ™ on ARM Processors is a basic digital signal processing (DSP) training course using ARM processors. This course is designed with a programming approach to build a strong foundation of digital signal processing for you and introduce you to its most practical aspects.
The aim of this course is to provide you with fully applied techniques and to avoid obstacles in learning DSP mathematical theories as much as possible. This is why the teaching techniques of this course will be explained in plain language, rather than merely by mathematical inference. This course also corresponds to different programming languages as well as different types of hardware architectures, and you can practice your learned techniques in your own language and hardware.
Of course, the focus of this course is on developing DSP algorithms for ARM microcontrollers and exploiting its features such as SIMD, MAC, FPU and ARM CMSIS-DSP library. At the end of this course you will be able to develop effective DSP algorithms according to MAC and SIMD instructions, build digital signal processing instant, and master the CMSIS-DSP library.
The Convolution Kernel algorithm, the Fourier Disc (DFT) and reverse conversion algorithm (IDFT), the finite and unlimited response response filters (FIR and IIR), the Windowed-Sinc, Bessel, Chebyshev, Butterworth filters and the modified Sallen-Key filters are also from These are the algorithms and filters that you develop and test on the ARM processor during this course.
What do you learn:
- Development of effective DSP algorithms according to MAC and SIMD instructions
- Understand Cortex-M4, M7 optimization strategies
- Noise inhibition in signals
- Development and testing of Convolution Kernel, DFT, IDFT, FIR, IIR, FFT algorithms on ARM processors
- Development and testing of unknown Low-pass and High-pass filters
- Full mastery of the CMSIS-DSP library
- And …
This training is suitable for people who:
- Engineering students
- Engineers and instructors of embedded systems
- DSP enthusiasts
DSP Specifications From Ground Up ™ on ARM Processors 2020-9:
- Publisher: Udemy
- Instructor: Israel Gbati
- English language
- Level of training: from basic to advanced
- Number of lessons: 172 lessons in 25 sections
- Duration: 11h 58m
Heads DSP From Ground Up ™ on ARM Processors 2020-9
- Having basic C programming skills is a plus
- You will need an STM32F411-DISCO Board
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