Scientific Research
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.S. Chang, et al, "Multitask-Learning-Based Deep Neural Network for Automatic Modulation Classification," in IEEE Internet of Things Journal, vol. 9, no. 3, pp. 2192-2206, 1 Feb.1, 2022.(中科院1区,IF: 9.471)
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.S. Chang, et al, “A Hierarchical Classification Head based Convolutional Gated Deep Neural Network for Automatic Modulation Classification,” in IEEE Transactions on Wireless Communications, early access.(中科院1区,IF: 7.016)
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.S. Chang, H. Lu, S. Huang and Y. Zhang, "Exemplar Loss for Siamese Network in Visual Tracking," 2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), 2020, pp. 1405-1412.
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.S. Chang, F. Zhang, S. Huang, Y. Yao, X. Zhao and Z. Feng, "Siamese Feature Pyramid Network for Visual Tracking," 2019 IEEE/CIC International Conference on Communications Workshops in China (ICCC Workshops), 2019, pp. 164-168.
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.Y. Liu, S. Chang, Z. Wei, K. Zhang and Z. Feng, "Fusing MmWave Radar with Camera for 3D Detection in Autonomous Driving, early access.(中科院1区,IF: 9.471)
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.R. Zhang, S. Chang, et al, “Modulation Classification of Active Attacks in Internet of Things: Lightweight MCBLDN with Spatial Transformer Network,” in IEEE Internet of Things Journal, early access.(中科院1区,IF: 9.471,通信作者)
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深圳市科技创新委员会, 基础研究, JCYJ20160531173517680, 基于低复杂度机器视觉算法以及低速无线数据链 的图像识别技术演示模块, 2016-07 至 2019-07, 20万元, 结题, 参与
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中华人民共和国科学技术部, 国家科技重大专项子课题, 2015ZX03002008, IMT-2020候选频段分析与评估, 2015-01 至 2018-12, 487万元, 结项, 参与
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中华人民共和国科学技术部, 2021年国家重点研发计划子课题, 2020YFB1807602, 多系统复杂动态环境的频谱深度认知方法与技术, 2020-12 至 2023-11, 416万元, 在研, 参与
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中华人民共和国科学技术部, 2020年国家重点研发计划子课题, 2020YFA0711302, 面向感知通信深度融合的智能信息联动处理, 2020-12 至 2025-11, 190万元, 在研, 参与
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国家自然科学基金委员会, 国家杰出青年科学基金项目, 61525101, 认知无线网络理论与技术研究, 2015-12-28 至 2020-12-31, 400万, 结项, 参与;
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国家自然科学基金委员会, 青年科学基金项目, 61801052, 基于本征非线性的非合作无线发射源个体识别机制研究, 2019-01-01 至 2021-12-31, 26万元, 结项, 参与;