1 - 5 of 5 Chapters
[In this chapter, introduction and importance of biomedical signal processing have been provided. Biomedical signal processing plays an important role in the analysis of human body. For this, bioelectric potential needs to be recorded digitally and processed through digital processing system. In...
[In this chapter, fundamentals of adaptive filter are explained. Application of adaptive filter over EEG and ECG signals has been demonstrated and explained clearly in a simple way. All the implementation details of LMS and NLMS algorithms for adaptive filter are also provided along with MatLab...
[In this chapter, fundamental concepts of optimization process are explained. Types of optimization problems and algorithms have been explained. Designing of objective function, decision variables, and different solution approaches are also elaborated. Overview of swarm and evolutionary...
[In this chapter, a complete overview of prediction and classification processes has been provided. The concept of prediction is explained with simple linear regression examples that are easily and manually solved; with this, in-depth idea of regression is understandable for readers. In...
[In this chapter, basics of MatLab programming are explained and demonstrated with the help of useful examples. Arithmetic operations over variables and matrix have been explained with a point of view to avoid common mistakes during implementation. Examples of writing codes and commands for...
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