Postdoctoral Research Associate (Electrical and Computer Engineering)

Duties & Responsibilities

• Conduct research on generative AI /ML, including application of generative adversarial and diffusion models for synthesis of 5G/6G coverage maps, channel characterization, medical imaging, and RF signal synthesis.
• Study new reinforcement learning and DQN designs for beam tracking and management in mobile systems.
• Investigate spectrum sharing over unlicensed and licensed bands.
• Study the coexistence between active and passive systems.
• Interact with industry partners, participate in and support various projects within the WISPER center.
• Attend WISPER meetings.
• Foster collaborations within the Department, with other units across the University, and with team members at other institutes.
• Present research at national and international conferences.
• Prepare manuscripts for publication in peer-reviewed journals.
• Participate in grant writing, including generating preliminary data, submitting grant applications, and preparing progress reports.
• Team up with other members of the WICON group to write joint papers for presentation at top-tier conferences and publication in high-quality archived journals.
• Aid Dr. Krunz with mentoring graduate students.

Knowledge, Skills, And Abilities

• Expert knowledge of AI and ML techniques, including but not limited to GANs, autoencoders, and diffusion models.
• Some knowledge of wireless communications systems and Physical-layer security, including RF signal classification and wireless protocols (5G, LTE, and Wi-Fi).
• Strong analysis skills, research, and technical writing skills.
• Ability to communicate professionally in a clear, concise manner orally and in writing.

Minimum Qualifications

• PhD degree in Electrical Engineering, Electrical and Computer Engineering, Computer Science, or a related field of study.
• Selected applicant must have PhD conferred upon hire.

Preferred Qualifications

• Experience with wireless simulation tools (e.g., LabView, Matlab Toolboxes).
• Experience with RF experimentations (e.g., USRP radios).
• Experience with 5G cellular systems, LTE, and Wi-Fi protocols.
• Experience with proposal writing and grant reporting.