Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

[3 marks] Problem (5) Consider a biomedical instrumentation system, consists of two Analog-to-Digital conversion (ADC) channels. The first electrode with ADC is used to capture

image text in transcribed

[3 marks] Problem (5) Consider a biomedical instrumentation system, consists of two Analog-to-Digital conversion (ADC) channels. The first electrode with ADC is used to capture the desired EMG sin). However, due to noisy environment, the signal is contaminated and the ADC channel produces a signal with the noise; that is, d(n) = S(n) + n(n). The second electrode is where only noise is picked up and the second ADC captures noise x(n), which is fed to the adaptive filter. n(n) & x(n) are uncorrelated to the desired signal s(n) while x(n) is correlated to the n(n). (a) Draw a block diagram to represent how noise n(n) could be removed to recover the EMG signal s(n)? (b) Write the equations of: output of two-taps adaptive filter y(n), error signal e(n) and updated filter coefficient w(n+1) based on LMS and RLS algorithms using LMS and RLS algorithms with a initial guess as w0 = [0.1 0.3] to perform adaptive filtering by iterating 5-times. Compare the results if a single tap is used with w0=0.3. To perform the filtering, the data is given in the following table: n dan) x(n) 0 1 -0.2947 | 1.0017 -0.5893 0.5893 2 2.5827 3.1654 3 4 -1.6019 0.5622 -4.6179 1.1244 5 0.4456 2.3054 6 -4.2674 -6.5348 7 -0.8418 -0.2694

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Automating Access Databases With Macros

Authors: Fish Davis

1st Edition

1797816349, 978-1797816340

More Books

Students also viewed these Databases questions