Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision

arXiv:2404.08878v1 Announce Type: cross
Abstract: Next-generation multiple input multiple output (MIMO) is expected to be intelligent and scalable. In this paper, we study generative artificial intelligence (AI) agent-enabled next-generation MIMO design. Firstly, we provide an overview of the development, fundamentals, and challenges of the next-generation MIMO. Then, we propose the concept of the generative AI agent, which is capable of generating tailored and specialized contents with the aid of large language model (LLM) and retrieval augmented generation (RAG). Next, we …

abstract agent artificial artificial intelligence arxiv challenges cs.it cs.lg cs.ni design development eess.sp fundamentals generative generative artificial intelligence intelligence intelligent math.it multiple next overview paper scalable study type vision