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                                                            |  | Short Term Course on Advance DSP with MATLAB | 
                                                             
                                                            |  | Conducted By | 
                                                             
                                                            |  | National Institute of Technical Teachers Training and Research, Chandigarh | 
                                                            
                                                          
                                                          
                                                          
                                                          
                                                            |  |  20th to 24th February 2017 | 
                                                          
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                                                            | A Short Term Course  on “Advance DSP with MATLAB” was conducted at  NITTTR,  Chandigarh  during 20th to 24th February 2017. The  objective of the course was to train and upgrade the faculty in the area of  Digital Signal Processing.   | 
                                                          
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                                                            | The faculty members  from various colleges participated in the course which was coordinated by Dr.  Rajesh Mehra (Associate Professor, ECE, NITTTR, Chandigarh). Dr. Rajesh  Mehra, Dr. K. C. Lachwani (Assistant Professor, Applied Science) and Ms. Shallu Sharma (Research Scholar) NITTTR, Chandigarh was the  resource person of this course. Mr. Raj Ranjan Prasad, Assistant Professor  of ECE Department, DGI Greater Noida  attended the workshop as a participant. | 
                                                          
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                                                            | Day 1: 20th  February 2017                                                                  The program was  inaugurated by Dr. Rajesh Mehra. He discussed  the objectives of the course and its contents.  | 
                                                          
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                                                            | After inauguration, Dr.  Rajesh Mehra initiated the second session with an overview of DSP and  talked about Transformation, Convolution and Correlation. He also explained the  need of digital filters and the differences between FIR and IIR filters with  respect to design. Later he discussed the uses of DSP with examples. | 
                                                          
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                                                            | During the last  session of day Dr. K. C. Lachwani discussed MATLAB software and  demonstrated 2D and 3D plotting using MATLAB. | 
                                                           
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                                                            | Day 2: 21st  February 2017                                                                  First session of the  second day was initiated by Ms. Shallu Sharma in which she  discussed about different types of transformations and their properties used in  DSP. She also focused on the significance of Region of Convergence (ROC).  | 
                                                           
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                                                            | In the second  session, Dr. Mehra gave insights into the use of Fourier Transform and  z-Transform in DSP. He also explained the significance of impulse response of  the systems and use of Fast Fourier Transform (FFT).  | 
                                                           
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                                                            | During the post  lunch session the participants performed experiments on Discrete Fourier  Transform (DFT) under the supervision of Ms. Shallu Sharma. | 
                                                           
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                                                            | Day 3: 22nd  February 2017                                                                  On third day, Dr.  Rajesh Mehra initiated the session with a discussion Digital Filters,  in which he explained different types of window functions used in FIR filter  design. He also discussed about filter coefficients and order of the filters. | 
                                                           
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                                                            | After a short tea  break, Dr. Mehradiscussed different parameters of the digital filters.  Later he explained how to write a program for designing the digital filter with  different parameters and specifications in MATLAB software. He then discussed  how to simulate and make comparative studies of the simulated filter outputs. | 
                                                           
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                                                            | Post Lunch session  progressed with the lab session, in which participants performed experiments  under the supervision of Ms. Shallu Sharma. | 
                                                           
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                                                            | Day 4: 23rd  February 2017                                                                  First session of the  day initiated by Dr. Rajesh Mehra, in which he discussed Butterworth,  Chebyshev and Elliptic IIR filters. He also explained how to compare these  filters in MATLAB with different specifications. | 
                                                           
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                                                            | During the second session, Ms. Shalluspoke about Image Processing and discussed different types of  noises in image processing (Gaussian Noise, Poisson Noise, Salt & Pepper  Noise and Speckle Noise).  Later she discussed about wavelet  transformation and explained different type of filters and their uses for  De-noising of image. | 
                                                           
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                                                            | In last session  participants performed experiments on Butterworth, Chebyshev and Elliptic IIR  filters which was discussed by Dr. Rajesh in first session. | 
                                                           
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                                                            | Day 5: 24th  February 2017                                                                  First session was initiated  by Dr. Mehra, in which he discussed multirate DSP, and gave overview on  up - sampling and down-sampling, Interpolator and Decimator. | 
                                                           
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                                                            | In the second  session Dr. Mehragave a brief idea about Adaptive DSP. | 
                                                           
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                                                            | The presentation was  followed by a Valedictory Session. Participants gave their feedback on the  course. The STC ended with distribution of Participation Certificates. | 
                                                          
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