PINO converts NP-hard binary antenna switch optimization into a continuous differentiable problem solved by gradient descent, claiming faster runtime and higher channel gain than heuristics.
Optimizing antenna coding for pixel antenna empowered SISO-OFDM systems,
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Physics-Informed Neural Optimization Based Antenna Coding Design for Pixel Antenna Systems
PINO converts NP-hard binary antenna switch optimization into a continuous differentiable problem solved by gradient descent, claiming faster runtime and higher channel gain than heuristics.
- Covariance-Aware Detection for Single-RF MIMO-OFDM Systems