Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Active Noise Reduction by the Filtered xLMS Algorithm
1. Recent Trends in Electrical, Electronics and
Communications Engineering Conference 2014
ITM Universe, Vadodara, Gujarat
Active Noise Cancellation by the modified filtered xLMS algorithm with online secondary path modelling
Author: Nirav Desai
Asst. Professor,
Department of Electronics and Communications Engg.
ITM Universe, Vadodara
(Affiliated to Gujarat Technological University)
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
2. Active Noise Cancellation: Problem Statement and
System Development
Active Noise Cancellation: Problem Definition
LMS approach to active noise cancellation
System diagram for slow adaptation
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
5. Modified filtered x-LMS with
Online Secondary Path Modelling
FXLMS without modifications
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
6. Code Snippet for simulation on SCILAB
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
7. Extraction of channel statistics from available data
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
8. Estimation of channel model in 1st, 2nd and 3rd order
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
9. Estimation of noise signal by the FXLMS algorithm
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
10. Adaptive step size used by modified LMS algorithm
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
11. Mean square estimation error of noise by algorithm
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
12. Mean square estimation error w/o modification of
FXLMS algorithm
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
13. Hardware setup for test of noise cancelling algorithm
Condensor Mic
3mH inductor
Second order
low pass filter
with 10uF
Ceramic capacitors
Arduino UNO
With Atmel
ATMEGA
Microcontroller
Having 8 bit
PWM audio out
Need better hardware such as a Texas Instruments DSP or ARM Cortex M3/M4 processor
Add output drivers, use active filters.
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe
14. REFERENCES:
[1] Active Noise Control: A Tutorial Review
Sen M. Kuo and Dennis R. Morgan, Senior Member IEEE
PROCEEDINGS OF THE IEEE, VOL. 87, NO. 6, JUNE
1999
[2] Adaptive Filter Theory by Simon Haykin
[3] Active Noise Cancellation System using DSP Processor
G.U.Priyanga, T.Sangeetha, P.Saranya, Mr.B.Prasad
International Journal of Scientific & Engineering Research,
Volume 4, Issue 4, April-2013
15. Thank you for your attention.
Questions?
Nirav Desai, Asst. Professor, Dept. of ECE, ITM Universe