移动通信2026，Vol.50Issue(8)：23-30,8.DOI:10.3969/j.issn.1006-1010.20260605-0001
AI空口传输技术赋能边端协同的思考
Thoughts on Empowering Edge-End Collaboration via AI-Enabled Air-Interface Transmission Technology
摘要
Abstract
With the continuous evolution of terminal intelligence,service requirements are upgrading from conventional communication services to integrated communication-computing services.Benefiting from proximity computing resource scheduling and low-latency data interaction,edge-end collaboration has become a pivotal enabling technology for guaranteeing efficient execution of terminal intelligent services and improving user experience.This paper first introduces key technologies of edge-end collaboration and artificial intelligence(AI)-enabled air-interface transmission.Then,to address the problem of inefficient collaboration incurred by data transmission susceptible to noise and interference in edge-device collaboration,this paper investigates the feasibility and effectiveness of empowering edge-end collaboration via AI-driven intelligent air interface transmission technologies.Simulation results verify that deploying an AI demodulation model at the edge node can substantially reduce the bit error rate of feature maps uploaded from terminals under low signal-to-noise ratio transmission environments.Accordingly,the inference performance at the edge is improved,satisfying the reliable transmission requirements in edge-end collaborative scenarios and offering instructive references for the future design of edge-end collaborative systems.关键词
6G/AI/空口传输/边端协同Key words
6G/artificial intelligence/air-interface transmission/edge-end collaboration分类
信息技术与安全科学引用本文复制引用
徐明枫,李阳,许伟华,周吉喆..AI空口传输技术赋能边端协同的思考[J].移动通信,2026,50(8):23-30,8.基金项目
北京市自然科学基金项目"面向6G多形态终端差异化能力需求的智能协同关键技术研究与验证"(L253004) 本研究受中国信息通信研究院青年课题基金资助(QN-2026-021). （L253004）
