个人资料
个人简介目前致力于室内定位与移动计算的研究与应用。主要研究方向包括:时频信号分析与处理;图像识别与处理;机器学习;移动计算与群体感知;多智能体室内定位与追踪;高性能物联网协议。 社会职务研究领域信号处理 多智能体系统 机器学习 定位与导航 开授课程[1] 专业英语 [2] 机械设备状态监测与故障诊断 [3] 机器学习及物联网技术(双语) 科研项目[1] 20201.01~至今,项目负责人,国家自然科学基金(62003053),复杂室内环境下基于近超声的多智能体协同定位方法研究 [2] 2020.01~至今,项目负责人,陕西省自然科学基金(2020JQ-389),室内复杂环境下基于声音呃智能移动终端鲁棒非视距定位方法研究 [3] 2020.01~至今,项目负责人,中央高校基金,基于移动群体感知的室内精细地图动态快速构建 [4] 2019.07~2020.10,主要参与人,XXX科研专项,XXXXXXXXX技术及系统研究 论文[1] Wenbin Zuo, Weiting Yang, Zhixin Hu and Lei Zhang. Acoustic fingerprint based smart mobiles indoor localization under dense NLOS environment [C]. 2021 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 2021, pp. 1-6, doi: 10.1109/ICSPCC52875.2021.9564872. 【EI收录】 [2]张磊,张德,胡志新,范茂军.室内强遮挡环境下基于近超声的位置指纹定位方法[J].传感器与微系统,2021,40(08):57-60+64. doi:10.13873/J.1000-9787(2021)08-0057-04. [3]张磊,何永刚,胡志新,范茂军.基于声音的高精度距离与速度估计方法[J].传感器与微系统,2021,40(06):40-43+51. doi:10.13873/J.1000-9787(2021)06-0040-04. [4] Wentao Xue, Zhixin Hu, Nan Wang, Lei Zhang. Unsupervised Learning Based Acoustic NLOS Identification for Smart phone Indoor Positioning [C]. 2020 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2020), August 21-24, 2020, Macau, China. doi: 10.1109/ICSPCC50002.2020.9259496.【EI收录】 [5] Hucheng Wang, Lei Zhang, Zhi Wang, Xiaonan Luo. Pals: High-Accuracy Pedestrian Localization with Fusion of Smartphone Acoustics and PDR [C]. 2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 30 Sept. - 3 Oct. 2019, Pisa, Italy.【EI收录,Best Poster】 [6] Lei Zhang, Minlin Chen, Xinheng Wang, Zhi Wang. TOA Estimation of chirp signal in Dense Multipath Environment for Low-cost Acoustic Ranging [J]. IEEE Trans. On Instrumentation and Measurement, 2018, 68(2), pp: 1-13. 【SCI收录,IF=2.794】 [7] Lei Zhang, Danjie Huang, Xinheng Wang, Christian Schindelhauer, Zhi Wang. Acoustic NLOS Identification Using Acoustic Channel Characteristics for Smartphone Indoor Localization [J]. Sensors, 2017, 17(4):727. 【SCI收录,IF=2.475】 [8] Xujing Bai, Lei Zhang, Tong Yang,Zhixin Hu. Semi-Supervised Learning Based Acoustic NLOS Identification for Smartphone Indoor Positioning [C]. 2019 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2019), September 20-23, 2019, Dalian, China. 【EI收录】 [9] Guinan Li, Lei Zhang, Feng Lin, Zhi Wang. SAILoc: A novel acoustic single array system for indoor localization[C], International Conference on Wireless Communications and Signal Processing. IEEE, Nanjing, China, October, 2017:1-6. 【CPCI-S收录】 [10] 林峰,张磊,李贵楠,等. 基于智能手机声信号的自标定室内定位系统[J]. 计算机研究与发展, 2017, 54(12):2864-2874. 【CSCD收录】 科技成果荣誉奖励工作经历 2007.07~2009.04 山推工程机械股份有限公司 山推工程机械研究院 工程师
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