Modern digital filter design is key to extracting the data we need from our noisy world. But where do we start? What must we take into account before beginning to design a digital filter? What tools are there out there to help us?
In this video, I am joined by Dr. Sanjeev Sarpal, an expert on digital filter design, the CEO of a company that specializes in AI and data analysis, and the inventor of the ASN Filter Designer. We discuss the challenges he faced in filter design, the tools he used along the way, how to choose the right filter for your design, and what led him to write his own digital filter designing tool.
The video includes a practical demonstration of how to design a digital filter to extract heart rate data from a PPG sensor.
ASN Filter Designer Demo:
[ Ссылка ]
0:00 - Introduction
0:55 - Ident
1:00 - Introducing Dr. Sanjeev Sarpal
1:50 - Tell us about yourself
2:54 - How did you get into the field of Digital Filter Design?
7:04 - So you didn’t think your lecturers focused enough on the practical
8:19 - Where do we use digital filters?
10:32 - What would you say are the advantages and disadvantages of digital filters vs. analogue filters?
13:42 - Are there things that you can do with digital filters that you can’t do with analogue filters?
15:10 - Can you be more precise with a digital filter?
18:16 - So the perfect world is this happy medium between some analogue filtering and some digital.
20:10 - What are some of the practical considerations we need to think about before we go into designing a digital filter?
25:10 - What drove you to develop the ASN Filter Designer?
28:54 - Demonstration of the ASN Filter Designer.
36:42 - The future of digital filters
38:43 - Conclusion
39:42 - End Screen
