Shujaat Khan

Last seen: 1 month ago

Korea Advanced Institute of Science and Technology (KAIST)

53 total contributions since 2013

https://sites.google.com/view/shujaatkhan

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Submitted

Channel Equalization using Least Mean Square (LMS) algorithm
Channel Equalization using Least Mean Square (LMS) algorithm

3 months ago | 19 downloads |

Submitted

AFP-SRC
AntiFreeze Proteins Classification Using Sparse Representation Classifier and Principal Component Analysis

6 months ago | 2 downloads |

Submitted

Backpropagation-based Multi Layer Perceptron Neural Networks
Backpropagation-based Multi Layer Perceptron Neural Networks (MLP-NN) for the classification

10 months ago | 33 downloads |

Submitted

Single Layer Perceptron Neural Network
Single Layer Perceptron Neural Network - Binary Classification Example

10 months ago | 15 downloads |

Submitted

Mackey Glass Time Series Prediction Using Least Mean Square
Mackey Glass Time Series Prediction Using Least Mean Square (LMS)

11 months ago | 9 downloads |

Submitted

Constrain Least Mean Square Algorithm
constrain least mean square with L1 and L2 constrains for regression problem

1 year ago | 7 downloads |

Submitted

Radial Basis Function with K Mean Clustering
In this submission, I implemented radial basis functions (RBF) neural network with K-means clustering and Pseudo inverse method....

1 year ago | 18 downloads |

Submitted

System Identification using RNN-Backpropagation Through Time
Non-Linear System Identification using recurrent neural network trained with Backpropagation Through Time (BPTT)

1 year ago | 14 downloads |

Submitted

Principal Component Analysis / Hebbian-based Max Eigenfilter
Principal Component Analysis and Hebbian-based Maximum Eigenfilter

1 year ago | 4 downloads |

Submitted

Chaotic Time Series Prediction using Spatio-Temporal RBF-NN
Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

2 years ago | 16 downloads |

Submitted

Nonlinear System Identification using Spatio-Temporal RBF-NN
In this submission, I implemented RBF, Fractional RBF, and Spatio-Temporal RBF Neural Network for nonlinear system identificatio...

2 years ago | 12 downloads |

Submitted

Efficient B-mode Ultrasound Image Reconstruction Using CNN
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning

2 years ago | 8 downloads |

Submitted

Regression with Gradient Descent
Regression with Gradient Descent; A coefficient finding technique for the desired system model.

2 years ago | 6 downloads |

Submitted

Variable Step-Size Least Mean Square (VSS-LMS) Algorithm
This document contain a MATLAB code of VSS-LMS for linear channel estimation.

2 years ago | 8 downloads |

Submitted

OFDM Channel Estimation in MATLAB
This simulation code is based on "Jordan Street's" video https://www.youtube.com/watch?v=SyKJrrNhPO8

3 years ago | 63 downloads |

Submitted

Nonlinear System Identification using RBF Neural Network
Nonlinear System Identification using RBF Neural Network

3 years ago | 11 downloads |

Submitted

Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network
Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network

3 years ago | 12 downloads |

Submitted

System Identification Using Least Mean Forth (LMF) and Least Mean Square (LMS) algorithm
System Identification Using Least Mean Forth (LMF) and Least Mean Square (LMS) algorithm

3 years ago | 5 downloads |

Submitted

Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"
Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"

3 years ago | 5 downloads |

Submitted

System Identification using least mean square (LMS) algorithm
This is the simplest example of system identification using LMS algorithm.

3 years ago | 6 downloads |

Submitted

Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm
Linear Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm

3 years ago | 5 downloads |

Submitted

Nonlinear System Identification Using Voltera-LMS
Nonlinear system identification using Voltera-least mean square algorithm

3 years ago | 3 downloads |

Submitted

Channel Equalization Using LMS algorithm
Channel equalization using LMS algorithm

3 years ago | 14 downloads |

Submitted

Plant Identification using LMS and CLMS
This simulation shows the difference between least mean square (LMS) and complex LMS (CLMS)

3 years ago | 4 downloads |

Submitted

System Identification Using Recursive Least Square (RLS) and Least Mean Square (LMS) algorithm
System Identification Using Recursive Least Square (RLS) and Least Mean Square (LMS) algorithm

3 years ago | 14 downloads |

Submitted

Adaptive Novel Kernel for RBF Neural Networks (Pattern Classification Problem)
In this simulation I implemented four different kernels of RBF for a pattern classification problem.

3 years ago | 4 downloads |

Submitted

Pulse Code Modulation
This code is the implementation of pulse code modulation (PCM) and its variant Delta Modulation

4 years ago | 7 downloads |

Submitted

Plant Identification using Variable Power Fractional LMS (VP-FLMS)
Plant Identification using fractional LMS (FLMS) and variable power fractional LMS (VP-FLMS)

4 years ago | 4 downloads |