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  • 河北科技師范學院

    學術活動

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    學術活動
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    正文
    學術預告/ 基于壓縮感知的大數據信息處理
    【發布日期: 2019-06-17】 【發布單位: 】 【供稿人:】

    主 講 人: 李麗香教授 北京郵電大學

    活動時間:6月20日 14:30-16:20

    活動地點:逸夫樓B104

    組織單位:科研處 數學與信息科技學院

    講座內容:

           壓縮感知被美國科技評論評為2007年度十大科技進展。本次報告主要講述壓縮感知理論最新的研究進展。具體從如何更有效地采集數據出發,系統全面地闡述壓縮感知的基本理論,重點介紹我們新近提出的半張量積壓縮感知理論,該理論突破了傳統壓縮感知測量矩陣維數的限制,可以使得在數據的采樣恢復過程中所需要處理的測量矩陣維數大大降低,從而獲得比經典壓縮感知更低的采樣率對信號進行處理和恢復。同時本次報告還介紹了半張量積壓縮感知在高速通信網絡、物聯網、天基地基網絡、氣象衛星、大數據處理、信息論和編碼、控制等多個領域可能的潛在的應用前景。

    主講人介紹:

           北京郵電大學網絡空間安全學院教授,博士生導師,全國百篇優秀博士學位論文獎的獲得者,教育部新世紀優秀人才。德國波茨坦氣候影響研究所訪問學者,香港中文大學香江學者。目前是災備技術國家工程重點實驗室、網絡和交換技術國家重點實驗室、北京郵電大學網絡空間安全學院的科研骨干教師。主要從事群體智能、復雜網絡、壓縮感知和網絡空間安全等方向的科研和教學工作。擔任Communications in Nonlinear Science and Numerical Simulation雜志副主編,擔任Chaos、PLOS ONE、Journal of Applied Mathematics、北京郵電大學學報等期刊編委。在PNAS、IEEE會刊等國際著名SCI期刊上已經發表學術論文100余篇,多篇論文入選ESI高引論文,出版學術著作1部,近五年內SCI他引1300余次,谷歌引用3000多次。作為項目負責人目前承擔國家重點研發項目課題1項,國家面上項目1項。作為項目負責人已經主持完成了包括國家自然科學基金、全國優秀博士學位論文作者專項資金、霍英東基金等10余國家/省部級科學研究項目,此外作為項目主研人還參與完成了包括973計劃子課題、國家自然科學基金、中日韓前瞻計劃、中港聯合基金等10余項國家/省部級課題的研究。


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