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Form of workLab Summary: The Standards & Mobility Innovation team is committed to developing technologies that enable ubiquitous access to information and provide immersive multimedia experiences for mobility users. Our research focuses on:
- Wireless standards and technology including 5G/6G, Wi-Fi, FiRa/UWB, MPEG, AOM, CSA Matter, CSA ACWG, CCC, etc
- RF & fast prototyping of 5G and IEEE 802 wireless systems and/or use cases
- Multimedia standards and technology including VR, HDR, All-IP delivery
- IoT standards and Smart Home connectivity/sensing technology
Position Summary: Join the SMI lab of Samsung Research America to contribute to the development of Samsung's vision of next generation of wireless communication technology.
Position Responsibilities:
- Performing research for next generation wireless communication solutions and systems
- Apply AI and machine learning (ML) for developing optimized solutions and systems, and demonstrate improved performance
- Create system specification based on the high-level concept including applying AI/ML for wireless systems
- Integrate wireless system simulator with generic machine learning environments, and evaluate performance with AI-in-the-loop simulations or prototyping
Required Skills:
- PhD student in EE / ECE preferable or equivalent combination of education, training, and experience
- Solid background in wireless communication areas such as modulation, channel coding, digital signal processing, wireless communication systems design, filter theory, FFTs, synchronization, detection, equalization, MIMO, etc
- Excellent working knowledge using Python and Python based ML modules such as Scikit-learn, Keras, Tensor flow, Keras-RL, PyTorch and Pandas libraries
- Experience implementing machine learning algorithms for solving challenging problems preferably in wireless communication system design
- Hands-on experiencing integrating Python ML modules with wireless system simulators
- Good understanding of RF system architecture, performance specification and measurement, RF/baseband interface
- Excellent verbal communication and technical writing skills
