当前位置: X-MOL首页全球导师 国内导师 › 彭磊

个人简介

招生专业 081203-计算机应用技术 081202-计算机软件与理论 招生方向 智能交通 时空数据挖掘 城域物联网 教育背景 2005-09--2009-06 电子科技大学 博士 工作简历 2011-08~现在, 中国科学院深圳先进技术研究院, 高级工程师 2008-05~2011-08,中国科学院深圳先进技术研究院, 工程师 专利成果 ( 1 ) 基于DCGAN的停车数据修补方法、装置、设备及存储介质, 发明, 2020, 第 1 作者, 专利号: CN201810869067.7 ( 2 ) 停车场泊位占用率预测方法、装置、设备及存储介质, 发明, 2020, 第 1 作者, 专利号: CN201711387746.2 ( 3 ) 一种停车诱导方法、装置、计算设备及存储介质, 发明, 2020, 第 1 作者, 专利号: CN201710934913.4 ( 4 ) 一种车载停车诱导方法和装置, 发明, 2019, 第 1 作者, 专利号: CN201611132567.X ( 5 ) 一种停车群体诱导方法及装置, 发明, 2019, 第 1 作者, 专利号: CN201611110498.2 ( 6 ) 车载路侧停车位的检测方法、检测设备以及检测系统, 发明, 2019, 第 1 作者, 专利号: CN201610907114.3 ( 7 ) 一种城市级停车诱导方法、装置及电子设备, 发明, 2019, 第 1 作者, 专利号: CN201610654740.6 科研项目 ( 1 ) 城市级交通流数据生成及应用关键技术研究, 主持, 省级, 2019-04--2022-03 ( 2 ) 车联网智慧出行创新企业联合实验室, 主持, 院级, 2019-01--2022-02 ( 3 ) 5G城域物联专网总体技术框架研究与计算机辅助建设, 主持, 国家级, 2020-10--2023-10 参与会议 (1)Customized Parking Data Generation based on Multi-conditional GAN IEEE 23rd Internatioanl Conference on Intelligent Transportation Systems 2020-09-22 (2)Spatiotemporal Classifier: A Novel Model of Citywide Parking Guidance based on Crowdsourced Parking Events 99th Transportation Research Board Annual Meeting 2020-01-16 (3)MMSE-based Optimized Transfer Strategy for Transfer Prediction of Parking Data IEEE 22nd Internatioanl Conference on Intelligent Transportation Systems 2019-11-05 (4)ParkingRank-D: A Spatial-temporal Ranking Model of Urban Parking Lots in City-wide Parking Guidance System IEEE 22nd Internatioanl Conference on Intelligent Transportation Systems 2019-11-05 (5)FLOPS: An Efficient and High-precision Prediction on Available Parking Spaces in a Longtime-span IEEE 21st Internatioanl Conference on Intelligent Transportation Systems 2018-10-23 (6)Exploration on Spatiotemporal Data Repairing of Parking Lots Based on Recurrent GANs IEEE 21st Internatioanl Conference on Intelligent Transportation Systems 2018-10-23 (7)Parking rank: A novel method of parking lots sorting and recommendation based on public information IEEE 19th International Conference on Industrial Technology 2018-02-21 (8)Searching parking spaces in urban environments based on non-stationary Poisson process analysis IEEE 19th International Conference on Intelligent Transportation Systems 2016-10-18 项目协作单位 1)深圳智慧城市科技发展集团有限公司 2)鹏城实验室 3)南方科技大学 4)深圳航盛电子股份有限公司 5)广东艾科智泊科技有限公司 6)深圳凯达尔科技实业有限公司

研究领域

时空数据挖掘、城域物联网、智能交通

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

(1) Limited Sensing and Deep Data Mining: A New Exploration of Developing City-wide Parking Guidance Systems, IEEE Intelligent Transportation Systems Magazine, 2020, 通讯作者 (2) Spatiotemporal Classifier: A Novel Model of Citywide Parking Guidance based on Crowdsourced Parking Events, 99th Transportation Research Board Annual Meeting, 2020, 通讯作者 (3) Improved modulated model-predictive control for PMSM drives with reduced computational burden, IET Power Electronics, 2020, 第 3 作者 (4) Customized Parking Data Generation based on Multi-conditional GAN, IEEE 23rd Intelligent Transportation Systems Conference, 2020, 通讯作者 (5) MMSE-based Optimized Transfer Strategy for Transfer Prediction of Parking Data, IEEE 22nd Internatioanl Conference on Intelligent Transportation Systems, 2019, 通讯作者 (6) ParkingRank-D: A Spatial-temporal Ranking Model of Urban Parking Lots in City-wide Parking Guidance System, IEEE 22nd Internatioanl Conference on Intelligent Transportation Systems, 2019, 通讯作者

推荐链接
down
wechat
bug