Real name: 
Sang Doan
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First Name: 
Sang
Last Name: 
Doan
Affiliation: 
Naval Academy
Job Title: 
Lecturer
Expertise: 
Radar, Sonar, communication system, and electronic warfare; deep learning

Datasets & Competitions

Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation

A synthetic signal dataset of 12 different modulations (including PSK, QPSK, 8PSK, QFSK, 8FSK, 16APSK, 16QAM, 64QAM, 4PAM, LFM, DSB-SC, and SSBSC) with different DOAs (discrete angles ranging from -60° to 60° with the step size of 1°) is generated using MATLAB 2021a. Regarding the signal model configuration for the data generation, we specify a uniform linear antenna array of M = 5 elements to acquire incoming signals having N = 1024 envelope complex samples, thus conducting an I/Q data array of size 1024 × 2 × 5.

Categories:
Artificial Intelligence
Signal Processing
Machine Learning
Communications
Remote Sensing
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