Cellular-X: An LLM-empowered Cellular Agent for Efficient Base Station Operations
Fuente:
arXiv
Guardado en:
| Autores principales: | , , , , , |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| _version_ | 1866916695647453184 |
|---|---|
| author | Wang, Liujianfu Long, Xinyi Du, Yuyang Liu, Xiaoyan Chen, Kexin Liew, Soung Chang |
| author_facet | Wang, Liujianfu Long, Xinyi Du, Yuyang Liu, Xiaoyan Chen, Kexin Liew, Soung Chang |
| contents | This paper introduces Cellular-X, an LLM-powered agent designed to automate cellular base station (BS) maintenance. Leveraging multimodal LLM and retrieval-augmented generation (RAG) techniques, Cellular-X significantly enhances field engineer efficiency by quickly interpreting user intents, retrieving relevant technical information, and configuring a BS through iterative self-correction. Key features of the demo include automatic customized BS setup, document-based query answering, and voice-controlled configuration reporting and revision. We implemented Cellular-X on a USRP X310 testbed for demonstration. Demo videos and implementation details are available at https://github.com/SeaBreezing/Cellular-X. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_13190 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Cellular-X: An LLM-empowered Cellular Agent for Efficient Base Station Operations Wang, Liujianfu Long, Xinyi Du, Yuyang Liu, Xiaoyan Chen, Kexin Liew, Soung Chang Networking and Internet Architecture Signal Processing This paper introduces Cellular-X, an LLM-powered agent designed to automate cellular base station (BS) maintenance. Leveraging multimodal LLM and retrieval-augmented generation (RAG) techniques, Cellular-X significantly enhances field engineer efficiency by quickly interpreting user intents, retrieving relevant technical information, and configuring a BS through iterative self-correction. Key features of the demo include automatic customized BS setup, document-based query answering, and voice-controlled configuration reporting and revision. We implemented Cellular-X on a USRP X310 testbed for demonstration. Demo videos and implementation details are available at https://github.com/SeaBreezing/Cellular-X. |
| title | Cellular-X: An LLM-empowered Cellular Agent for Efficient Base Station Operations |
| topic | Networking and Internet Architecture Signal Processing |
| url | https://arxiv.org/abs/2504.13190 |