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Project Ideas for Master of Science in Electrical Engineering

Next-gen MSEE marrying SiC power ASICs, 6 G PHY & neuromorphic hardware.

🏛 Introduction

From SiC trench-MOSFET layouts to spiking-neuron chips, USC’s MSEE moves electrons with purpose. Students design sub-8 nm SRAM cells in Cadence Virtuoso, tape-out 140 GHz phased-array beamformers for 6 G testbeds, and characterize memristor crossbars for ultra-low-power pattern matching. A Power-Electronics track collaborates with NASA JPL on radiation-hard converters, while RF labs deploy mmWave over-the-air (OTA) chambers. Cyber-physical security modules fuzz FPGAs for bitstream trojans, creating engineers ready to wire tomorrow’s world—on earth and in orbit.

💡 Suggested Project Titles

GaN half-bridge inverter optimized via genetic algorithms

64-element beamforming IC with digital predistortion DSP

FPGA side-channel leakage scanner using ML classifiers

On-chip reservoir computing accelerator for edge vision

Carbon-nanotube FET characterization under −180 °C lunar temps

Time-interleaved ADC hitting 30 GS/s with calibration DSP

LoRaWAN spectrum-sensing drone swarm for wildfire zones

Quantum-dot single-photon detector biasing control ASIC

Policy memo on open-RAN security certification

RF energy-harvesting rectenna powering agri-sensors

PCIe Gen6 equalizer PHY co-simulation in Verilog-AMS

MEMS acoustic sensor array localizing gunshots with TDOA

AI PCB autorouter leveraging reinforcement learning

Radiation-tolerant SRAM SEU mitigation via ECC

Digital twin of EV traction inverter thermal dynamics

SiC gate-driver PCB layout meeting CISPR 25 class 5

USC – MS in Electrical Engineering

Design electrons’ pathways—from nanometer gates to gigahertz airwaves.

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