基本信息
马灵玲 女 研究员 博导 中国科学院空天信息创新研究院
电子邮件： mall@aircas.ac.cn
通信地址： 北京市海淀区邓庄南路9号
邮政编码： 100094
招生信息
招生专业
081002-信号与信息处理
081602-摄影测量与遥感
070503-地图学与地理信息系统
081602-摄影测量与遥感
070503-地图学与地理信息系统
招生方向
遥感定标与真实性检验技术，高光谱遥感
教育背景
2005-09--2008-07 中国科学院遥感应用研究所 博士学位
2002-09--2005-06 中科院遥感卫星地面站 硕士学位
1998-09--2002-06 合肥工业大学 学士学位
2002-09--2005-06 中科院遥感卫星地面站 硕士学位
1998-09--2002-06 合肥工业大学 学士学位
工作经历
工作简历
2020-04~现在, 中科院空天信息创新研究院, 研究员
2013-12~现在, 中国科学院光电研究院, 研究员
2010-10~2013-12,中国科学院光电研究院, 副研究员
2008-07~2010-10,中国科学院光电研究院, 助理研究员
2013-12~现在, 中国科学院光电研究院, 研究员
2010-10~2013-12,中国科学院光电研究院, 副研究员
2008-07~2010-10,中国科学院光电研究院, 助理研究员
社会兼职
2021-06-30-今,中国遥感应用协会农业农村分会, 副理事长
2015-11-01-今,中国计量测试学会光辐射计量专业委员会, 委员
2012-02-16-今,国际卫星对地观测委员会定标与真实性检验技术组可见光红外技术分组, 成员
2015-11-01-今,中国计量测试学会光辐射计量专业委员会, 委员
2012-02-16-今,国际卫星对地观测委员会定标与真实性检验技术组可见光红外技术分组, 成员
专利与奖励
奖励信息
（1） 无人机遥感安全检测与网络应用系统, 一等奖, 省级, 2019
（2） 中科院青年科学家国际合作伙伴奖, 院级, 2019
（3） 空天遥感综合定标系统及其应用, 二等奖, 部委级, 2017
（4） 高分辨遥感综合定标技术系统及应用, 二等奖, 部委级, 2015
（2） 中科院青年科学家国际合作伙伴奖, 院级, 2019
（3） 空天遥感综合定标系统及其应用, 二等奖, 部委级, 2017
（4） 高分辨遥感综合定标技术系统及应用, 二等奖, 部委级, 2015
专利成果
[1] 马灵玲, 王宁, 刘耀开, 赵永光. 遥感载荷综合定标方法及装置. CN115031837A, 2022-09-09.
[2] 马灵玲, 赵永光, 王宁. 空间辐射基准传递定标方法. CN202210298471.X, 2022-03-24.
[3] 马灵玲, 赵永光, 宋培兰. 陆表稳定目标大气层顶反射率模型的构建方法和装置. 202111147453.3, 2021-09-28.
[4] 王宁, 薛亚楠, 李坤, 马灵玲, 王新鸿, 钱永刚, 李传荣, 唐伶俐. 一种基于海洋区域再分析资料的卫星红外载荷定标方法. CN: CN113970376A, 2022-01-25.
[5] 易明宽, 周勇胜, 马灵玲. 一种合成孔径雷达辐射定标方法及装置. 202110671440.X, 2021-06-17.
[6] 李传荣, 姚微源, 张贝贝, 王宁, 钱永刚, 马灵玲. 超光谱热红外数据反演气体廓线的通道选择方法. CN: CN111400658A, 2020-07-10.
[7] 李传荣, 吴昊昊, 王国强, 侯泉林, 马灵玲, 王宁, 周春城, 贺文静, 李伟, 李子扬, 胡坚, 陈仕林, 姜小光, 宋现锋. 一种基于成像的甲烷泄漏检测装置. CN: CN103292159A, 2013-09-11.
[8] 姚微源, 赵嫚, 王宁, 马灵玲, 张贝贝, 高彩霞. 协同星载标量和偏振观测数据的气溶胶参数迭代反演方法. CN: CN116660106A, 2023-08-29.
[9] 腾格尔, 周江华, 张晓军, 宋林, 王宁, 马灵玲, 欧阳光洲, 牛沂芳, 吴昊昊, 周春城, 张慧静, 陈玖英. 适用于临近空间浮空器平台的太阳入射角控制方法. CN: CN116610157A, 2023-08-18.
[10] 贺文静, 马灵玲, 梅少辉, 胡坚, 王宁, 汪琪, 程赛, 欧阳光洲, 腾格尔, 王晓星, 李子扬, 李传荣. 一种基于无人机航拍的草原牲畜数量自动监测装置及方法. CN: CN116389693B, 2023-08-08.
[11] 贺文静, 马灵玲, 梅少辉, 胡坚, 王宁, 汪琪, 程赛, 欧阳光洲, 腾格尔, 王晓星, 李子扬, 李传荣. 一种基于无人机航拍的草原牲畜数量自动监测装置及方法. CN: CN116389693A, 2023-07-04.
[12] 赵永光, 马灵玲, 李婉. 卫星在轨辐射定标方法、装置及电子设备. CN202310144311.4, 2023-04-01.
[13] 黎荆梅, 马灵玲, 王宁, 万科, 张栩源, 汪琪, 腾格尔, 张远平, 牛沂芳, 欧阳光洲, 郑青川, 候晓鑫, 金金. 相机全景影像拼接方法. CN: CN115631095A, 2023-01-20.
[14] 马灵玲, 赵永光, 鲁鑫. 实现陆表遥感地表反射率产品质量可追溯的方法及装置. 202211462602.X, 2022-11-01.
[15] 马灵玲, 王宁, 腾格尔, 刘强, 赵永光. 基于临近空间浮空器平台的遥感卫星传递定标方法. CN202210189336.1, 2022-10-01.
[16] 姚微源, 秦荣荣, 王宁, 马灵玲, 韩启金, 黎荆梅, 金金, 张贝贝, 郑青川, 侯晓鑫, 钱永刚. 基于双波长米散射激光雷达数据的气溶胶廓线反演方法. CN: CN115544725A, 2022-12-30.
[17] 马灵玲, 刘耀开, 郑青川, 王宁, 王任飞, 李婉, 赵永光, 高彩霞, 黎金梅, 侯晓鑫, 金金, 曹培健. 遥感载荷在轨绝对辐射定标系数业务化计算方法及装置. CN: CN115203911A, 2022-10-18.
[18] 钱永刚, 马晨阳, 李坤, 马灵玲, 邱实, 王宁, 李传荣, 金金, 郑青川, 侯晓鑫. 热红外高光谱地表温度发射率谱反演方法及装置. CN: CN115031854A, 2022-09-09.
[19] 刘耀开, 马灵玲, 钱永刚, 王宁, 李坤, 邱实. 高光谱地表反射率和大气参数一体化反演方法及装置. CN: CN114943142A, 2022-08-26.
[20] 腾格尔, 王宁, 马灵玲, 吴昊昊, 周春城, 程赛, 李子扬, 李传荣, 唐伶俐. 临近空间浮空器的辐亮度计几何校正方法. CN: CN114674423A, 2022-06-28.
[21] 黎荆梅, 马灵玲, 王宁, 汪琪, 腾格尔, 赵永光, 李婉, 张栩源, 刘耀开, 李功伟, 夏昊霖, 李传荣. 遥感影像人工标志特征提取方法. CN: CN114663459A, 2022-06-24.
[22] 腾格尔, 吴昊昊, 李子扬, 周春城, 程赛, 马灵玲, 王宁, 李传荣, 唐伶俐. 无人机载雷达安置误差的几何校正方法及装置. CN: CN114859326A, 2022-08-05.
[23] 马灵玲, 赵永光, 王宁, 王任飞, 李婉, 刘耀开, 高彩霞, 黎荆梅, 刘照言, 郑青川, 侯晓鑫, 李传荣. 空间辐射基准传递定标方法. CN: CN114674421A, 2022-06-28.
[24] 王梓皓, 李涛, 张泰华, 马灵玲, 杨燕初, 栗颖思, 张冬辉, 陈其, 姜毅, 王立祥. 适应遥感载荷稳定观测的吊舱悬挂装置及浮空器. CN: CN114701637A, 2022-07-05.
[25] 王梓皓, 何泽青, 张泰华, 马灵玲, 杨燕初, 栗颖思, 张冬辉, 刘强, 王立祥. 适用高精密遥感设备回收的吊舱缓冲装置及浮空器. CN: CN114735189A, 2022-07-12.
[26] 马灵玲, 王宁, 腾格尔, 刘强, 赵永光, 黎荆梅, 张泰华, 杨燕初, 刘耀开, 高彩霞, 李婉, 任璐, 邱实, 牛沂芳, 李传荣, 唐伶俐. 基于临近空间浮空器平台的遥感卫星传递定标方法. CN: CN114563085A, 2022-05-31.
[27] 高彩霞, 杨治纬, 邱实, 钱永刚, 马灵玲, 李传荣, 赵永光, 王宁. 像元尺度的方向性比辐射率模型的构建方法. CN: CN114494377A, 2022-05-13.
[28] 高彩霞, 杨治纬, 邱实, 钱永刚, 马灵玲, 李传荣, 赵永光, 王宁. 像元尺度的方向性比辐射率模型的构建方法. CN: CN114494377A, 2022-05-13.
[29] 高彩霞, 杨治纬, 邱实, 钱永刚, 马灵玲, 李传荣, 赵永光, 王宁. 像元尺度的方向性比辐射率模型的构建方法. CN: CN114494377A, 2022-05-13.
[30] 邱实, 张宇, 崔皓东, 高彩霞, 钱永刚, 刘耀开, 马灵玲, 唐伶俐, 李传荣. 像增强器与光谱仪耦合的方法、光谱仪系统. CN: CN114235728A, 2022-03-25.
[31] 马灵玲, 赵永光, 宋培兰, 刘耀开, 王宁, 高彩霞, 李传荣, 唐伶俐. 陆表稳定目标大气层顶反射率模型的构建方法和装置. CN: CN113836731A, 2021-12-24.
[32] 王宁, 薛亚楠, 李坤, 马灵玲, 王新鸿, 钱永刚, 李传荣, 唐伶俐. 一种基于海洋区域再分析资料的卫星红外载荷定标方法. CN: CN113970376A, 2022-01-25.
[33] 易明宽, 周勇胜, 马灵玲, 王新鸿, 庄丽, 王宁, 赵永光, 汪琪, 黎荆梅. 一种合成孔径雷达辐射定标方法及装置. CN: CN113702933A, 2021-11-26.
[2] 马灵玲, 赵永光, 王宁. 空间辐射基准传递定标方法. CN202210298471.X, 2022-03-24.
[3] 马灵玲, 赵永光, 宋培兰. 陆表稳定目标大气层顶反射率模型的构建方法和装置. 202111147453.3, 2021-09-28.
[4] 王宁, 薛亚楠, 李坤, 马灵玲, 王新鸿, 钱永刚, 李传荣, 唐伶俐. 一种基于海洋区域再分析资料的卫星红外载荷定标方法. CN: CN113970376A, 2022-01-25.
[5] 易明宽, 周勇胜, 马灵玲. 一种合成孔径雷达辐射定标方法及装置. 202110671440.X, 2021-06-17.
[6] 李传荣, 姚微源, 张贝贝, 王宁, 钱永刚, 马灵玲. 超光谱热红外数据反演气体廓线的通道选择方法. CN: CN111400658A, 2020-07-10.
[7] 李传荣, 吴昊昊, 王国强, 侯泉林, 马灵玲, 王宁, 周春城, 贺文静, 李伟, 李子扬, 胡坚, 陈仕林, 姜小光, 宋现锋. 一种基于成像的甲烷泄漏检测装置. CN: CN103292159A, 2013-09-11.
[8] 姚微源, 赵嫚, 王宁, 马灵玲, 张贝贝, 高彩霞. 协同星载标量和偏振观测数据的气溶胶参数迭代反演方法. CN: CN116660106A, 2023-08-29.
[9] 腾格尔, 周江华, 张晓军, 宋林, 王宁, 马灵玲, 欧阳光洲, 牛沂芳, 吴昊昊, 周春城, 张慧静, 陈玖英. 适用于临近空间浮空器平台的太阳入射角控制方法. CN: CN116610157A, 2023-08-18.
[10] 贺文静, 马灵玲, 梅少辉, 胡坚, 王宁, 汪琪, 程赛, 欧阳光洲, 腾格尔, 王晓星, 李子扬, 李传荣. 一种基于无人机航拍的草原牲畜数量自动监测装置及方法. CN: CN116389693B, 2023-08-08.
[11] 贺文静, 马灵玲, 梅少辉, 胡坚, 王宁, 汪琪, 程赛, 欧阳光洲, 腾格尔, 王晓星, 李子扬, 李传荣. 一种基于无人机航拍的草原牲畜数量自动监测装置及方法. CN: CN116389693A, 2023-07-04.
[12] 赵永光, 马灵玲, 李婉. 卫星在轨辐射定标方法、装置及电子设备. CN202310144311.4, 2023-04-01.
[13] 黎荆梅, 马灵玲, 王宁, 万科, 张栩源, 汪琪, 腾格尔, 张远平, 牛沂芳, 欧阳光洲, 郑青川, 候晓鑫, 金金. 相机全景影像拼接方法. CN: CN115631095A, 2023-01-20.
[14] 马灵玲, 赵永光, 鲁鑫. 实现陆表遥感地表反射率产品质量可追溯的方法及装置. 202211462602.X, 2022-11-01.
[15] 马灵玲, 王宁, 腾格尔, 刘强, 赵永光. 基于临近空间浮空器平台的遥感卫星传递定标方法. CN202210189336.1, 2022-10-01.
[16] 姚微源, 秦荣荣, 王宁, 马灵玲, 韩启金, 黎荆梅, 金金, 张贝贝, 郑青川, 侯晓鑫, 钱永刚. 基于双波长米散射激光雷达数据的气溶胶廓线反演方法. CN: CN115544725A, 2022-12-30.
[17] 马灵玲, 刘耀开, 郑青川, 王宁, 王任飞, 李婉, 赵永光, 高彩霞, 黎金梅, 侯晓鑫, 金金, 曹培健. 遥感载荷在轨绝对辐射定标系数业务化计算方法及装置. CN: CN115203911A, 2022-10-18.
[18] 钱永刚, 马晨阳, 李坤, 马灵玲, 邱实, 王宁, 李传荣, 金金, 郑青川, 侯晓鑫. 热红外高光谱地表温度发射率谱反演方法及装置. CN: CN115031854A, 2022-09-09.
[19] 刘耀开, 马灵玲, 钱永刚, 王宁, 李坤, 邱实. 高光谱地表反射率和大气参数一体化反演方法及装置. CN: CN114943142A, 2022-08-26.
[20] 腾格尔, 王宁, 马灵玲, 吴昊昊, 周春城, 程赛, 李子扬, 李传荣, 唐伶俐. 临近空间浮空器的辐亮度计几何校正方法. CN: CN114674423A, 2022-06-28.
[21] 黎荆梅, 马灵玲, 王宁, 汪琪, 腾格尔, 赵永光, 李婉, 张栩源, 刘耀开, 李功伟, 夏昊霖, 李传荣. 遥感影像人工标志特征提取方法. CN: CN114663459A, 2022-06-24.
[22] 腾格尔, 吴昊昊, 李子扬, 周春城, 程赛, 马灵玲, 王宁, 李传荣, 唐伶俐. 无人机载雷达安置误差的几何校正方法及装置. CN: CN114859326A, 2022-08-05.
[23] 马灵玲, 赵永光, 王宁, 王任飞, 李婉, 刘耀开, 高彩霞, 黎荆梅, 刘照言, 郑青川, 侯晓鑫, 李传荣. 空间辐射基准传递定标方法. CN: CN114674421A, 2022-06-28.
[24] 王梓皓, 李涛, 张泰华, 马灵玲, 杨燕初, 栗颖思, 张冬辉, 陈其, 姜毅, 王立祥. 适应遥感载荷稳定观测的吊舱悬挂装置及浮空器. CN: CN114701637A, 2022-07-05.
[25] 王梓皓, 何泽青, 张泰华, 马灵玲, 杨燕初, 栗颖思, 张冬辉, 刘强, 王立祥. 适用高精密遥感设备回收的吊舱缓冲装置及浮空器. CN: CN114735189A, 2022-07-12.
[26] 马灵玲, 王宁, 腾格尔, 刘强, 赵永光, 黎荆梅, 张泰华, 杨燕初, 刘耀开, 高彩霞, 李婉, 任璐, 邱实, 牛沂芳, 李传荣, 唐伶俐. 基于临近空间浮空器平台的遥感卫星传递定标方法. CN: CN114563085A, 2022-05-31.
[27] 高彩霞, 杨治纬, 邱实, 钱永刚, 马灵玲, 李传荣, 赵永光, 王宁. 像元尺度的方向性比辐射率模型的构建方法. CN: CN114494377A, 2022-05-13.
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出版信息
发表论文
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[70] Jiang, GengMing, Yan, Hao, Ma, LingLing. Intercalibration of SVISSR/FY-2C Infrared Channels Against MODIS/Terra and AIRS/Aqua Channels. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2009, 47(5): 1548-1558, https://www.webofscience.com/wos/woscc/full-record/WOS:000265487100028.
[71] Ma, Lingling, Li, Chuanrong, Tang, Bohui, Tang, Lingli, Bi, Yuyin, Zhou, Beiyan, Li, ZhaoLiang. Impact of spatial LAI heterogeneity on estimate of directional gap fraction from SPOT-satellite data. SENSORS[J]. 2008, 8(6): 3767-3779, https://doaj.org/article/b61850dd79e1465ab3b2aa2d128ff803.
[72] Ma Lingling, Tang Lingli, Li Zhaoliang, Zhang TX, Nardell C, Smith D, Lu HQ. Spatial variability analysis to remote sensing image on different scales with wavelet variance. MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2null. 2007, 6786: [73] Ma Lingling, Tang Lingli, Li Zhaoliang, Tong Q, Gao W, Guo H. Simulation of land ETs of China with CoLM. REMOTE SENSING OF THE ENVIRONMENT: 15TH NATIONAL SYMPOSIUM ON REMOTE SENSING OF CHINAnull. 2006, 6200:
科研活动
科研项目
（ 1 ） 压缩感知遥感关联成像机理与应用研究, 负责人, 研究所自选, 2011-10--2014-10
（ 2 ） 高光谱图像数据处理技术, 负责人, 国家任务, 2011-09--2018-12
（ 3 ） 遥感载荷性能与数据质量检测技术, 负责人, 国家任务, 2013-01--2016-12
（ 4 ） 强度关联成像目标特征精准重构方法研究, 负责人, 中国科学院计划, 2015-06--2017-05
（ 5 ） 辐射定标卫星测量基准一致性传递技术, 负责人, 研究所自选, 2016-01--2017-12
（ 6 ） 基于精准月球辐射建模的在轨定标技术, 负责人, 国家任务, 2015-07--2016-06
（ 7 ） 全球遥感定标基准网, 参与, 中国科学院计划, 2016-01--2020-12
（ 8 ） 区域生态及海表要素时空监测, 负责人, 中国科学院计划, 2016-01--2020-12
（ 9 ） 强度关联图像质量要素表征及评价方法研究, 负责人, 国家任务, 2013-12--2016-12
（ 10 ） 定量遥感信息外场计量技术创新交叉团队, 负责人, 中国科学院计划, 2017-01--2019-12
（ 11 ） 国家民用基础设施“十二五”陆地观测卫星定标场网项目-机载定标数据处理与成像仪自动校正软件包项目, 负责人, 国家任务, 2017-09--2018-09
（ 12 ） 空间辐射基准传递定标及地基验证技术, 负责人, 国家任务, 2018-05--2022-04
（ 13 ） 高光谱图像数据处理技术, 负责人, 国家任务, 2018-01--2021-12
（ 14 ） 草畜平衡系统评估与区域模式研究, 参与, 中国科学院计划, 2020-11--2025-11
（ 15 ） 高分国产卫星高频次绝对辐射定标, 负责人, 研究所自选, 2020-08--2021-12
（ 2 ） 高光谱图像数据处理技术, 负责人, 国家任务, 2011-09--2018-12
（ 3 ） 遥感载荷性能与数据质量检测技术, 负责人, 国家任务, 2013-01--2016-12
（ 4 ） 强度关联成像目标特征精准重构方法研究, 负责人, 中国科学院计划, 2015-06--2017-05
（ 5 ） 辐射定标卫星测量基准一致性传递技术, 负责人, 研究所自选, 2016-01--2017-12
（ 6 ） 基于精准月球辐射建模的在轨定标技术, 负责人, 国家任务, 2015-07--2016-06
（ 7 ） 全球遥感定标基准网, 参与, 中国科学院计划, 2016-01--2020-12
（ 8 ） 区域生态及海表要素时空监测, 负责人, 中国科学院计划, 2016-01--2020-12
（ 9 ） 强度关联图像质量要素表征及评价方法研究, 负责人, 国家任务, 2013-12--2016-12
（ 10 ） 定量遥感信息外场计量技术创新交叉团队, 负责人, 中国科学院计划, 2017-01--2019-12
（ 11 ） 国家民用基础设施“十二五”陆地观测卫星定标场网项目-机载定标数据处理与成像仪自动校正软件包项目, 负责人, 国家任务, 2017-09--2018-09
（ 12 ） 空间辐射基准传递定标及地基验证技术, 负责人, 国家任务, 2018-05--2022-04
（ 13 ） 高光谱图像数据处理技术, 负责人, 国家任务, 2018-01--2021-12
（ 14 ） 草畜平衡系统评估与区域模式研究, 参与, 中国科学院计划, 2020-11--2025-11
（ 15 ） 高分国产卫星高频次绝对辐射定标, 负责人, 研究所自选, 2020-08--2021-12
参与会议
（1）Post-launch Calibration and Date Quality Assessment of Chinese High Resolution Satellites 2018-08-28
（2）China Space-borne Radiometric Calibration Benchmark System Project，MOST 2018-03-26
（3）National Remote Sensing Center of China 第40届WGCV 2016-03-15
（4）An instrumented sand site in Baotou 第27届IVOS工作组会议 2015-11-18
（5）Status and Development Plan of Baotou Comprehensive Calibration and Validation Site 国际卫星对地观测委员会定标与真实性检验工作组第36次会议 Lingling Ma 2013-05-15
（6）Recent Research progress of Calibration and Validation Comprehensive Site and payload performance Assessment 国际卫星对地观测委员会定标与真实性检验工作组可见光与红外载荷技术分组第25次会议 Lingling Ma 2013-03-28
（7）Optical Remote Sensing Sensors Performance Assessment Campaigns using UAV Platform 国际卫星对地观测委员会定标与真实性检验工作组第34次会议 Ling-Ling MA; Yong-Sheng ZHOU; Chuan-Rong LI; Ling-li TANG 2012-02-06
（8）Earthquake Prediction based on Levenberg-Marquardt Algorithm constrained Back-propagation Neural Network using DEMETER data 第四届知识科学工程与管理国际研讨会 Lingling Ma; Fangzhou Xu; Xinhong Wang; Lingli Tang 2010-09-01
（2）China Space-borne Radiometric Calibration Benchmark System Project，MOST 2018-03-26
（3）National Remote Sensing Center of China 第40届WGCV 2016-03-15
（4）An instrumented sand site in Baotou 第27届IVOS工作组会议 2015-11-18
（5）Status and Development Plan of Baotou Comprehensive Calibration and Validation Site 国际卫星对地观测委员会定标与真实性检验工作组第36次会议 Lingling Ma 2013-05-15
（6）Recent Research progress of Calibration and Validation Comprehensive Site and payload performance Assessment 国际卫星对地观测委员会定标与真实性检验工作组可见光与红外载荷技术分组第25次会议 Lingling Ma 2013-03-28
（7）Optical Remote Sensing Sensors Performance Assessment Campaigns using UAV Platform 国际卫星对地观测委员会定标与真实性检验工作组第34次会议 Ling-Ling MA; Yong-Sheng ZHOU; Chuan-Rong LI; Ling-li TANG 2012-02-06
（8）Earthquake Prediction based on Levenberg-Marquardt Algorithm constrained Back-propagation Neural Network using DEMETER data 第四届知识科学工程与管理国际研讨会 Lingling Ma; Fangzhou Xu; Xinhong Wang; Lingli Tang 2010-09-01
指导学生
已指导学生
梁亚舟 硕士研究生 085208-电子与通信工程
庞博 硕士研究生 085208-电子与通信工程
马志宏 硕士研究生 085208-电子与通信工程
宋培兰 硕士研究生 081002-信号与信息处理
现指导学生
王宇航 硕士研究生 085400-电子信息
鲁鑫 硕士研究生 081002-信号与信息处理
杨若曦 硕士研究生 085700-资源与环境