[17p-WL1_301-1~13] Neuromorphic computing at the convergence of biology, electronics, and photonics

3:55 PM - 4:20 PM JST(6:55 AM - 7:20 AM UTC)

[17p-WL1_301-7] Applications of Laser Chaos Decision Maker to Resource Allocation Problems in Wireless Communication Systems

〇Mikio Hasegawa¹ (1.Tokyo Univ. of Science)

Keywords:

Multi-Armed Bandit,Decision Making,Wireless Communications

An ultrafast decision-making method for multi-armed bandit problems using laser chaos has been proposed. This paper presents application examples of laser chaos to decision-making problems in wireless communication systems, including dynamic channel selection, NOMA pairing/resource allocation, and massive MIMO beam selection.