arXivDaily arXiv每日学术速递 周一至周五更新

作者

Zhi-Hua Zhou

Machine Learning

2026-08-19 至 2026-08-19 共收录 1
2608.17760 2026-08-19 cs.IT cs.AI eess.SP 新提交

Learnware for CSI Feedback: Scene-specific Small Models Can Do Big

用于CSI反馈的学习件:特定场景的小型模型可发挥大作用

Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Xin Geng, Shi Jin, Zhi-Hua Zhou

AI总结 针对6G CSI反馈的模型泛化与场景性能权衡问题,提出基于学习件的模型仓库框架,可高效检索匹配的预训练模型,在LOS/NLOS场景下性能优于通用模型,减少训练开销并增强隐私。

Comments This work has been accepted by IEEE Transactions on Wireless Communications. Copyright may be transferred without notice, after which this version may no longer be accessible

详情

展开后加载摘要…

URL PDF HTML 收藏