Soroush Mesforush

Soroush Mesforush

PhD. Student

Projects

DET

Autocorrelation-Based-Decentralized-Sequential-Detection-of-OFDM-Signals-in-Cognitive-Radios

Studying the concept of Cognitive Radios,
Implement OFDM system supporting various modulation schemes,
Detection and Estimation Theory,
Prof. Ali Olfat ,
Spring 2023

Github, Report (English)
BERT_picture

Analysis and Implementation of Narrowband and Frequency Selective Channel

Detection in Rayleigh Fading Channel,
From BPSK to QPSK : Exploiting the Degrees of Freedom,
Diversity, Waterfilling, Clipping,ZF and MMSE Equalization,
Wireless Communications,
Dr. Maryam Sabbaghian ,
Spring 2023

Github, Report (Persian)
BERT_picture

Analysis and Implementation of Base Station and Multipath Wireless Channel

Rayleigh Fading Channel, Shadowing,
Outage Probability, Wideband and Narrowband Channel,
Wireless Communications,
Dr. Maryam Sabbaghian ,
Spring 2023

Github, Report (Persian)
IS1

Implementation of Gradient Descent, Non-convex Optimization and SVM

Logistic Binary Regression, Stochastic Gradient Descent,
Support Vector Machine, Genetic Algorithm
Intelligent Systems,
Dr. Reshad Hosseini ,
Fall 2022

Github, Report (English)
IS2

Analysis and Implementation of Decision Trees, Introduction to Metric Learning

ID3 Algorithm, Bagging, Random Forest,
KNN, LMNN, LFDA, GMML
Intelligent Systems,
Dr. Reshad Hosseini ,
Fall 2022

Github, Report (English)
IS4

Implementation of MLP, CNN and Transfer Learning

Back Propagation,Activation Function,Loss Function,
CNN, Pooling, Batch Normalization, Dropout,
Intelligent Systems,
Dr. Reshad Hosseini ,
Fall 2022

Github, Report (English)
IS6

Implementation of Reinforcement Learning Methods

Model based Reinforcement Learning, Model free Reinforcement Learning,
Taxi Problem, Q-learning,
Intelligent Systems,
Dr. Reshad Hosseini ,
Fall 2022

Github, Report (English)
ISFinal

Reconstruction of Image using Feature Maps and Object Detection in Video

AlexNet,Hog Algorithm, Viola-Jones Algorithm
YOLO-v3,IoU,Non Max Suppression
Intelligent Systems,
Dr. Reshad Hosseini ,
Fall 2022

Github, Report (English)
Dig1

Implementation of Entropy Estimation, Average Code Length, Huffman Coding

Memoryless Source, Markov Source
Transition State Matrix
Digital Communications,
Dr. Amirmasoud Rabiei ,
Spring 2022

Github, Report (English)
Dig2

Analysis and Implementation of BPAM BER under various Sampling Errors

Raised Cosine, AWGN Channel
Symbol Detection, Error Probability
Digital Communications,
Dr. Amirmasoud Rabiei ,
Spring 2022

Github, Report (English)
Dig3

Analysis and Implementation of ML and MAP Detectors for 4PAM Modulation

Raised Cosine, AWGN Channel
Symbol Detection, Error Probability
Digital Communications,
Dr. Amirmasoud Rabiei ,
Spring 2022

Github, Report (English)
Diglab2

Upsampling and Downsampling of Random Signals, Signal Power Spectrum

Difference Equation, Correlation, FFT
Digital Communications Laboratory,
Prof. Ali Olfat ,
Fall 2022

Github, Report (English)
Diglab3

Implementation of Lowpass and Bandpass Equivalent of Signals

Baseband Power, Signal Power Spectrum
Digital Communications Laboratory,
Prof. Ali Olfat ,
Fall 2022

Github, Report (English)
Diglab3p2

Analysis of FM Radio via ADALM-PLUTO Software Defined Radio

Radio Signals, Remote Control Spectrum
Digital Communications Laboratory,
Prof. Ali Olfat ,
Fall 2022

Github, Report (English)
Diglab4

Implementation of Linear Digital Modulation Schemes

MPAM, MPSK, MQAM,
Pulse Shaping, Minimum Distance Detection,
Digital Communications Laboratory,
Prof. Ali Olfat ,
Fall 2022

Github, Report (English)
Diglab5

Analysis of Linear Digital Modulation Schemes

Gray Coding, Delay Addition,
Phase Difference, Minimum Distance Detection,
Digital Communications Laboratory,
Prof. Ali Olfat ,
Fall 2022

Github,
DSP1

Implementation of Sampling, Introduction to Image Processing and 2 Dimensional Fourier Transform

DTFT, LTI Systems, Upsampling ,
Downsampling, Audio Processing,
Digital Signal Processing,
Dr. Mohammadali Akhaee ,
Spring 2022

Github, Report (English)
Sig3

Applications of Fourier Transfom in ECG and Telephone Keypad Sound Recognition

High Frequency Noise Removal, ,Heart Rate Determination,
Spectrogram, Autocorrelation,
Signals and Systems,
Dr. Amirmasoud Rabiei ,
Spring 2021

Github, Report (English)
Prob2

Data Analysis on FIFA2020 Dataset and Markov Chain Implementation

QQ Plot, Cross Correlation, Central Limit Theorem ,
Linear Regression, Markov Process
Probability and Statistics,
Dr. Amirmasoud Rabiei ,
Fall 2020

Github, Notebook (English)
CC1

Implementation of Voltage Controlled Oscillator

RF CMOS, LC Tank, Varactor,
S-Parameters,
Communication Circuits,
Spring 2023

Github, Report (English)
CC2

Complete Implementation of Phase Locked Loop

RF CMOS, D2S, Charge Pump,
Phase Frequency Detector,
Communication Circuits,
Spring 2023

Github, Report (English)
CC3

Neural Network Design to Estimate Patch Antenna Parameters

Keras, Tensorflow,Dataset Generation,
Communication Circuits,
Spring 2023

Github, Report (English)
ICSP1

Graphical Implementation of Pentagole

C Programming, Pentago, Graphics Library,
Introduction to Computing Systems and Programming,
Dr. Hadi Moradi
Spring 2020

Github, Flowchart
ICSP2

Implementation of Simplified Version of an Online Shop (UT-KALA)

C Programming, Linked Lists, Structures,
Introduction to Computing Systems and Programming,
Dr. Hadi Moradi
Spring 2020

Github,