Replacing Linear MMSE Estimators with Deep Convolutional Networks

Overcoming severe high-speed multipath fading on modern automotive highways.

2D Time-Frequency Deep Interpolation

Neural networks map sparse reference pilots across OFDM resource blocks, reconstructing complex channel impulse responses with 6 dB higher SNR.

Hardware INT8 Quantization on Baseband ASICs

Executing neural inference in under 80 microseconds on dedicated 8-bit tensor cores, meeting strict 3GPP slot timing deadlines.

Исследовать портфель доменов