Sopan Sarkar

Physics-Informed Kernelized Thompson Sampling for Beam Management in Millimeter-Wave Systems

Maintaining connectivity in directional millimeter-wave communications requires frequent beam probing and realignment, incurring substantial overhead. We address this challenge by formulating beam tracking as a kernelized multi-armed bandit over the two-dimensional beam-angle domain. We propose GP-TSAF, a Gaussian proc...