V. -S. Doan, T. Huynh-The, V. -P. Hoang and D. -T. Nguyen

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.

Dataset Files

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[1] Van-Sang Doan, "Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/czt0-nj13. Accessed: Jan. 23, 2025.
@data{czt0-nj13-21,
doi = {10.21227/czt0-nj13},
url = {http://dx.doi.org/10.21227/czt0-nj13},
author = {Van-Sang Doan },
publisher = {IEEE Dataport},
title = {Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation},
year = {2021} }
TY - DATA
T1 - Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation
AU - Van-Sang Doan
PY - 2021
PB - IEEE Dataport
UR - 10.21227/czt0-nj13
ER -
Van-Sang Doan. (2021). Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation. IEEE Dataport. http://dx.doi.org/10.21227/czt0-nj13
Van-Sang Doan, 2021. Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation. Available at: http://dx.doi.org/10.21227/czt0-nj13.
Van-Sang Doan. (2021). "Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation." Web.
1. Van-Sang Doan. Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/czt0-nj13
Van-Sang Doan. "Multi-task Learning Dataset for Automatic Modulation Classification and DOA Estimation." doi: 10.21227/czt0-nj13