Statistical Signal Processing
Estimation Theory, MLE, MVDR, Detection, Kalman Filter.
Moein Ahmadi
Education
PhD Electrical Engineering - Communication Systems, K.N. Toosi University of Tech., Signal processing for widely separated phased-MIMO Radars.
MSc Electrical Engineering - Communication Systems, K.N. Toosi University of Tech., ESM Data Processing, Target classification and PRF Type Recognition.
BSc Electrical Engineering - Communication Systems, Ferdowsi University, Mashad.
Research Areas
Radar Signal Processing
MIMO Radar, Array Processing, Waveform Design, Radar System Design, Comnpressive Sensing, Imaging Radar.
Communication Theory
OFDM, NOMA for 5G, Channel Estimation.
Programming
Algorithm Design and Implementation in Qt C++, Python, Julia, MATLAB, VHDL.
Indutrial Automation
Motion Controller, CNC Machine Design.
Publications
Projects
Face Recognition System with Dr. Mohsen Najafi : Video 1, Video 2
Target Detection in Widely Separated MIMO Radars
Target Detection in Colocated MIMO Radars
PDW simulator in ESM System
PRF Detector for ESM and ELINT System
Deinterleaving of Radars Pulses
Circular, Sector and AESA Radar Scan Analysis
Pulse Analyser for Radar Pulses: CA-CFAR,OS-CFAR
Target Identification in Radar (Human, Animal, Vehicle, Truck)
Target Tracking (alpha-beta, Kalman, IMM)
Radar IF Processing
Modeling and simulation of Hawk Radar
IFF based target localization
USRP based IFF Simulator
Radar Simulator
Educational Signal System and Radar Software
Announcement
Tower of Hanoi UI Program in Qt ArakUT_C
Digital Communications - Fall 2019 1 , 2 , 3 , 4
Advanced Programming Course - Fall 2019 Syllabus , 1 , 2 , 3 , 4 , 5 , Project Ideas
8 MATLAB R2019b Cheat Sheets for Data Science MATLAB Live Editor , Importing and Exporting Data Using MATLAB , Preprocessing Time Series Data with MATLAB , Machine Learning with MATLAB , Deep Learning with MATLAB , Get Started with Text Analytics Toolbox , Problem-Based Optimization with Optimization Toolbox , Solver-Based Optimization in MATLAB
Interesting Resources
Convex Optimization Course, Sharif University of Technology, Dr. Tefagh
A Mathematical Theory of Communication 1948 (Cited by 109K)
Convex Optimization – Boyd and Vandenberghe - Stanford University (Cited by 44K)
Introduction to Applied Linear Algebra Vectors, Matrices, and Least Squares
Convex Optimization Techniques for Signal Processing and Communication
Tensor Decomposition for Signal Processing and Machine Learning
Multiple Access Techniques for 5G Wireless Networks and Beyond - 2019
Interplay Between NOMA and Other Emerging Technologies: A Survey
Physical Layer Security in Wireless Communications
Biologically Inspired Learning
List of Some Popular Signal Processing Papers
Array Signal Processing in Black Hole Picture Capturing for First Time
MIT Graduate Radar Course 0 , 1 , 2 , 3 , 4 , 5 , 6 , 7-1 , 7-2 , 8 , 9 , 10-1 , 10-2 , 11 , 12 , 13 , 14 , 15 , 16 , 17 , 18 , 19
Claude E Shannon Biography (Persian)
Stanford CS230 Deep Learning By Andrew Ng and Kian Katanforoosh
A Review of Sparse Recovery Algorithms
Real Time Filtering: Overlap-Save and Overlap-Add Methods
A Framework for Understanding: Deriving the Radar Range Equation
Global Navigation Satellite System (GNSS)
Some Signal Processing Researchers
Babak Hassibi - California Institute of Technology
H. Vincent Poor - Princeton University
Stephen P. Boyd - Stanford University
Massoud Babaie-Zadeh - Sharif University of Technology
Peter Stoica - Uppsala University
Hongbin Li - Stevens Institute of Technology
Alexander Haimovich - New Jersey Institute of Technology
Georgios B. Giannakis - University of Minnesota
Geoffrey Hinton - University of Toronto
Benjamin Friedlander - University of California, Santa Cruz
Moeness G. Amin - Villanova University
Robert D Nowak - University of Wisconsin-Madison
A. Lee Swindlehurst - University of California Irvine
DSP Sample Projects
Digital Audio filter for small unmanned aircraft
Introduction to Spectral Analysis
An Introduction to Compressive Sensing
An Introduction to Radio Direction Finding
Circular Spectrum - Homayoun Shajarian Voice Analysis Using C++ ==> Video (Aparat) , Video (Youtube)
Persian, English Languages or Source Entropy Calculation
Mohammad Reza Mohammadian, Mohammad Reza Sheikhi, Chapter 1, Radar for Indoor Monitoring: Detection, Classification, and Assessment -> Report
Reza Mohammadi, Radar Signal Processing - Radar Signals and Orthogonal Waveforms
Moein: WebILS