Timothy J. O'Shea
- Deep Architectures for Modulation Recognition
2017/03/27 by Nathan E West, Nathan West, Timothy J. O’Shea +3 · 20 citations
Computer Science · Engineering · #Artificial intelligence #Artificial neural network #Channel (broadcasting) #Computer science #Deep learning #Deep neural networks #Engineering #Equalization (audio) #FOS: Computer and information sciences #Focus (optics) #Machine Learning (cs.LG) #Machine learning #Modulation (music) #Synchronization (alternating current) #Systems engineering #Task (project management) #Telecommunications #Wireless Signal Modulation Classification #cs.LG
- Deep Learning Based MIMO Communications
2017/07/25 by Timothy J. O’Shea, Timothy J. O'Shea, O'Shea, Timothy J. +4 · 142 citations
Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Algorithm #Antenna diversity #Artificial intelligence #Autoencoder #Channel (broadcasting) #Channel state information #Computer science #Decoding methods #Deep learning #Diversity gain #Encoding (memory) #FOS: Computer and information sciences #Fading #Information Theory (cs.IT) #MIMO #Millimeter-Wave Propagation and Modeling #Multiplexing #Physical layer #Rayleigh fading #Spatial multiplexing #Telecommunications #Transmitter #Wireless #cs.IT #math.IT