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Experiment Repository Creation Request for Adaptive Signal Processing Lab #905

Closed rajeevfee closed 9 months ago

rajeevfee commented 9 months ago

Repository Creation Request

Use this to get your experiment repository created or updated on GitHub under Virtual Labs organization.

  1. Coordinating Institute: IIT Roorkee

  2. Approver’s Name: Dr R S Anand

  3. Approved Proposal:

  4. Hosted url:

  1. Simulation and comparative analysis of LMS and RLS algorithms using simulated as well as real time bio-signals. Observe the effect of various adaptation factors like step size, forgetting factor.

i. Simulate an Autoregressive stochastic process. ii. Detect non-stationarity in stochastic processes with LMS and RLS

  1. Study and implementation of Kalman filter. i. Correspondence between the initial conditions of the Kalman variables and prediction performance ii. With unforced dynamic model and noiseless state space model.

  2. Simulation of adaptive noise cancellation, interference canceling, channel equalization using appropriate adaptive filters for various scenarios and compare the performance for various other variants of these adaptive algorithms. i. Implementation and analysis of Autoregressive Stochastic processes and Minimum Variance Distortion-less Beamformer using LMS and Monte-Carlo Runs. ii. Simulate an adaptive prediction and equalization with LMS and RLS Algorithm.

  3. Audio synthesis using Differential DSP library

  1. Primary GitHub Handle Details:

    Name: Dr RS Anand GitHub Handle: @anandfee Email id: anandfee@gmail.com

Name: Dr Tharun Reddy GitHub Handle: tharuniitk Email id: tharun@iitk.ac.in

Name: Rajeev Kumar GitHub Handle: @rajeevfee Email id: rajeevkumar.rke@gmail.com

Name: Nipun Jain GitHub Handle: @jnipun1994 Email id: nipunjain1305@gmail.com

Name: Adarsh GitHub Handle: adarshvp123 Email id: adarshvp16@gmail.com

ravikiran2020 commented 9 months ago

@rajeevfee Request you upload the Approved Proposal for the Adaptive Signal Processing Lab

rajeevfee commented 9 months ago

@ravikiran2020 Approved Proposal

priya100raman commented 9 months ago

@rajeevfee , this seems to be a joint proposal between IITR and IITD. IITD had already requested for exp repository creation for this lab. We have created the 10 experiments for this lab as per this issue. We assume that this will be one lab and not two separate labs. Let us know if this is not the case. Please confirm and we will send invites to IITR's 4 experiments repos to the shared GitHub handles.

rajeevfee commented 9 months ago

@priya100raman @ravikiran2020 This is a combined proposal from IIT Delhi (IITD) and IIT Roorkee (IITR), and you can consider it as a single lab. Please send invitations for the requested experimental repos and add the name of IITR as a coordinating Institute.

ravikiran2020 commented 9 months ago

@rajeevfee Invites are send from issue 859 Closing this issue as the lab request already created for Adaptive Singal processing lab by IITD