Essays about: "Automatic Modulation Recognition"

Found 2 essays containing the words Automatic Modulation Recognition.

1. 1. Representation Learning for Modulation Recognition of LPI Radar Signals Through Clustering

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Mila Grancharova; [2020]
   Keywords : Clustering; Representation Learning; Semi-Supervised Learning; Low Probability of Intercept Radar; Automatic Modulation Recognition; Klustring; semiövervakad inlärning; representationsinlärning; Low Probability of Intercept radar; automatiserad modulationsigenkänning;

   Abstract : Today, there is a demand for reliable ways to perform automatic modulation recognition of Low Probability of Intercept (LPI) radar signals, not least in the defense industry. This study explores the possibility of performing automatic modulation recognition on these signals through clustering and more specifically how to learn representations of input signals for this task. READ MORE

3. 2. Automatic Modulation Recognition of Communication Signals.

   University essay from Blekinge Tekniska Högskola/Sektionen för ingenjörsvetenskap

   Author : Muazzam Ali Khan; Yasir Ali Bangash; [2012]
   Keywords : Automatic Modulation Recognition; Neural Networks; Modulation Schemes.;

   Abstract : The project is aimed at designing an intelligent communication system where the receiver is able to detect the modulation scheme of the signal it receives using Automatic Modulation Recognition (AMR) algorithms, without having minimum or no prior knowledge of the transmitted signal. Six digital modulation schemes namely QPSK, BPSK, 2ASK, 4ASK, 2FSK, 4FSK and 16QAM were used. READ MORE