科学研究
多年来一直从事宽带通信网络及智能信号处理相关方面的教学与研究工作,包括无线通信、智能信号处理、智慧医疗及大数据分析等。承担和参与国家级、省部级项目20余项,与医院、企业合作项目多项。已获发明专利30余项,发表学术论文百余篇。
科研项目
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- 前馈功放预研,结项,罗涛
- 普遍服务与竞争性业务运营模式对比研究(忻展红),结项,罗涛
- 广安门医院儿科智慧系统技术服务,罗涛
- 面向自动驾驶的车载语义通信基础理论及关键技术研究,自然科学基金委,罗涛
- 无人机图传OFDM信号盲检测,罗涛
论文成果
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- .Performance optimization for semantic communications: an attention-based reinforcement learning approach:IEEE Journal on Selected Areas in Communications,2022
- .Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks:IEEE Transactions on Wireless Communications,2022
- .Degree Aware based Adversarial Graph Convolutional Networks for Entity Alignment in Heterogeneous Knowledge Graph.[J]:Neurocomputing,2022
- .Deep Learning for Optimal Deployment of UAVs with Visible Light Communications:IEEE Transactions on Wireless Communications,2021
- .Blockage Avoidance Based Sensor Data Dissemination in Multi-Hop MmWave Vehicular Networks:IEEE Transactions on Vehicular Technology,2021