Title:  2023 Research Intern – AI Wireless

Company:  Samsung Research America

Lab:  Standards and Mobility Innovation Team

Location:  Plano, TX

Lab/Position 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 Wi-Fi, 5G, LTE-A, IoT
• RF & fast prototyping of 5G and IEEE 802 wireless systems and/or use cases
• Multimedia standards and technology including VR, HDR, All-IP delivery.

Responsibilities Include:

• 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

Experience Requirements:

• 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 skill
• PhD student preferable or equivalent combination of education, training, and experience