师资队伍
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田全工学博士

学科/专业:通信与信息系统

职称/职务:副教授,硕士生导师

联系/方式:tianquan10@163.com

学习经历:

2001.09~2005.07,大连理工大学,测控技术与仪器学士学位

2005.09~2008.02,大连理工大学,测试计量技术及仪器硕士学位

2017.09~2020.09,大连理工大学,信号与信息处理博士学位

 

工作经历:

2008.02~2009.09大连东锐软件有限公司软件工程师

2009.10~2015.03联动天下科技(大连)有限公司技术总监

2015.04~2017.08东软集团(大连)有限公司SEG技术总监

2020.09~至今,台州学院,副教授

 

主要研究领域:
人工智能、阵列信号处理、自动驾驶

 

主要讲授课程:

信号与系统,嵌入式技术及应用,智能机器人技术,计算机视觉,电工学

 

科研项目:

1. 基于事态感知的自动驾驶系统, 企业委托项目, 100万元,2023.11~2027.12

2. 81971693: 中国人群18F-FDG PET/CT全身影像图谱的构建及配准方法研究, 国家自然科学基金面上项目, 55万元, 2020.01~2023.12

3. 22gyb13: 基于人机交互的智慧展馆系统, 台州市科技局项目, 2022.09~2024.12

 

教学业绩:

1. 指导学生获第七届(2024)全国大学生嵌入式芯片与系统设计竞赛 省级二等奖, 中国电子学会, 2024.08

2. 指导学生获第六届(2023)全国大学生嵌入式芯片与系统设计竞赛 国家三等奖, 中国电子学会, 2023.08

 

代表性论文:

[1] Quan Tian, Ruiyan Cai, Yang Luo, et al. DOA estimation: LSTM and CNN learning algorithms, Circuits Systems and Signal Processing. Jan. 2025, Vol.44, No.1, pp.652-669

[2] Quan Tian, Ruiyan Cai, Yang Luo. DOA estimation based on logistic function for CD sources in impulsive noise, IET Signal Processing. Jul. 2024, pp.1-13

[3] Quan Tian, Ruiyan Cai, Yang Luo. DOA Estimation Based on an Adversarial Learning Network via Small Antenna Arrays, IEEE Canadian Journal of Electrical and Computer Engineering. Oct. 2024, Vol.47, No.4, pp.226-232

[4] Quan Tian, Ruiyan Cai, Gongrui Qiu, et al. Distributed source DOA estimation based on deep learning networks, Signal, Image and Video Processing. Sep.2024, Vol.18, pp.7395-7403

[5] Quan Tian, Ruiyan Cai. A novel DOA estimation method for distributed sources in impulsive noise environments, Signal Image and Video Processing. 2023, Vol.17, pp.2991-2998

[6] Quan Tian, Ruiyan Cai. A low-complexity DOA estimation algorithm for distributed source localization, IEEE Transactions on Instrumentation and Measurement. Jan. 2023, Vol.72, No.1, pp. 8000504

[7] Quan Tian, Tianshuang Qiu, Jitong Ma, Jingchun Li, Rong Li. Robust fractional lower order correntropy algorithm for DOA estimation in impulsive noise environments, IEICE Transactions on Communications. 2021, Vol.E104, No.B(1) , pp. 35-48

[8] Quan Tian, Tianshuang Qiu, Ruiyan Cai. DOA estimation for CD sources by complex cyclic correntropy in an impulsive noise environment, IEEE Communications Letters. 2020, Vol.24, No.5, pp. 1015-1019

[9] Quan Tian, Tianshuang Qiu, Ruiyan Cai. A novel direction finding algorithm for distributed sources under impulsive noise environments, AEU-International Journal of Electronics and Communications. 2020, Vol.117, No.3, pp.153109

[10] Quan Tian, Tianshuang Qiu, Ruiyan Cai, et al. A novel DOA estimation for distributed sources in an impulsive noise environment, IEEE Access. 2020, No.8, pp.61405-61420

[11] Quan Tian, Tianshuang Qiu, Jingchun Li, Rong Li. Robust adaptive DOA estimation method in an impulsive noise environment considering coherently distributed sources, Signal Processing. Dec. 2019, Vol.165, pp. 343-356

 

个人荣誉、获奖情况:

获校先进教师、优秀班主任等荣誉。