Communication division
When massive data is generated in the Internet of Things (IoT), it must be sent, stored and processed. Deep learning requires huge quantities of data, which often exist across the network in a highly distributed fashion. Deep learning also frequently utilizes distributed computing resources in carrying out desired tasks. In sum, distributed data processing and machine learning are essential in the era of IoT, big data, and connected AI. In efficiently managing data and computing resources across the network, communications must be at the core of successful technology innovation. The AI and machine learning related work in Communication Division of KAIST EE covers big data analysis and processing over networks, neural networks and learning systems and communication system design based on machine learning.
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Ubiquitous Mobile Life Systems Lab (PI : Cho, Dong Ho)
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Principal Investigator
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Location
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Research Area
Communication Network, Protocol and Service
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Wireless Communication Systems Lab (PI : Choi Wan)
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Principal Investigator
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Location
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Research Area
Wireless Communications
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Intelligent Communication Systems Laboratory (PI : Choi, Junil)
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Principal Investigator
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Research Area
Wireless Communications / Vehicular Communications
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Scientific Computing Lab (PI : Chun, Joohwan)
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Principal Investigator
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Research Area
Signal Processing, Scientific Computing
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Inference and Information for Data Science Lab (PI : Chung, Hye Won)
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Principal Investigator
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Research Area
통계적 추론 (statistical inference)과 정보이론 (information theory)을 이용하여 데이터 사이언스 분야의 여러 문제들을 시스템적 관점으로 분석하고, 효율적인 추론 알고리즘을 개발하는 연구
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Information Theory & Machine Learning Lab (PI : Chung, Sae-Young)
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Principal Investigator
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Research Area
Information Theory, Machine Learning
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Coding and Communications Lab (PI : Ha, Jeongseok)
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Principal Investigator
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Research Area
Coding, Communications, and Information Theory
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Wireless innovative Technologies Lab (PI : Han, Youngnam)
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Principal Investigator
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Research Area
Wireless communication system
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Advanced Radio Technology Lab (PI : Kang, Joonhyuk )
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Principal Investigator
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Location
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Research Area
The digital communication techniques for advanced wireless communication systems.
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Communications Signal Processing Lab (PI : Kim, Hyung-Myung)
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Principal Investigator
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Research Area
Digital Signal Processing, Mobil Comm., Image Process
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Mobile Communications Lab (PI : Lee, Hwang-Soo)
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Principal Investigator
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Location
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Research Area
Communication Network Protocol and Signal Processing
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Information and Communication Research Lab (PI : Lee, Si-Hyeon)
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Principal Investigator
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Location
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Research Area
Information Theory, Wireless Communications, Secure Communications, Machine Learning
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Digital Communications Lab (PI : Lee, Yong Hoon)
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Principal Investigator
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Location
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Research Area
Communication Signal Processing
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Communications and Storage Lab (PI : Moon, Jaekyun)
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Principal Investigator
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Location
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Research Area
Distributed and Decentralized Storage/Communications/Machine Learning
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Information Processing Systems Lab (PI : Park, Dong-Jo)
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Principal Investigator
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Location
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Research Area
Wireless Communications, Adaptive Signal Processing, Optimization Techniques
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Information Transmission Lab (PI : Park, Hyuncheol )
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Principal Investigator
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Location
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Research Area
Wireless Communications
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Statistical Signal Processing Lab (PI : Song, Iickho)
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Principal Investigator
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Location
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Research Area
Signal Detection Theory, Estimation, Mobile Comm.
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Information Systems Lab (PI : Suh, Changho)
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Principal Investigator
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Location
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Research Area
Information Theory, network computing, and bit-data processing
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Smart Information Systems Research Lab (PI : Sung, Youngchul)
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Principal Investigator
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Location
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Research Area
Signal Processing, Statistical Inference, Reinforcement Learning
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