Xuxianfeng Professor

• Department: School of Electronic & Control Engineering
• Gender: male
• BirthDate: 1982-03-06
• Career: Professor
• Degree: PhD
• Academic Credentials: Doctor
• Graduate School: Xidian University
• Tel: 029-62630037
• Email: xxf@chd.edu.cn
• Address School: Middle Section of Nan Er Huan Road, Xian City
• PostCode School: 710064
• Fax School:
• Office Location: School of Electronic & Control Engineering, 214 Room
• Education experience:

  2000.9-2004.7  Harbin Engineering University   Electronic and Information Engineering    Bachelor Degree

  2004.9-2010.6  Xidian University                        Signal and Information Processing            Doctor Degree

Xian-Feng Xu, was born in March 1982. He received the B.E. degree from Harbin Engineering University, Harbin, China, in 2004 and the Ph.D. degree in signal processing from Xidian University, Xi’an, China, in 2010. From 2017 to 2018, He was a visiting scholar in University of California, Los Angeles (UCLA). He has been with the School of Electronic & Control Engineering, Chang'an University, Xi’an, China, as a Lecturer from 2010 to 2013, and as an associate professor from 2013 to 2024, , and as a professor from 2024 until now. He is also a doctoral supervisor and the Deputy Dean of the School of Energy and Electrical Engineering. His research interests include Integration of Transportation and Energy, New Power System.

IEEE Member

          Signal Processing

          Artificial Intelligent

          Smart Grid

          Intelligent Transportation System  

     I have done some research on Blind source separation, Independent Component Analysis,and some topics on Array Signal Processing. Blind source separation (BSS) aims to estimate the source signals, i.e. to demix the mixtures captured by a number of sensors, without knowledge about the actual sources or the mixing procedure. In the past two decades, BSS has received much attention in various fields, such as speech and audio processing, wireless communication, image recognition and enhancement, data analysis, machine fault diagnosis, and biomedical signal processing, etc. I also pay interest in Deep Learning and its applications in electricity load prediction and intelligent traffic.

Automatic Control Theory

Technique of Micro-Chip Unit

Data Communication and Computer Network  

-“Research on Blind Complicated Source Separation Methods Based on the Utilization of Parametric Structures”, National Natural Science Foundation of China (NSFC).

-“Research on Array Signal Parameter Estimation Methods Based on Blind Source Separation Technique”, China Postdoctoral Science Foundation.

-“Research on the Key Techniques about the Fault Diagnosis of Mechanical System Based on the Single Channel Blind Source Separation Methods”, Natural Science Foundation Research Project of Shaanxi Province, China.

-“Research on Blind Source Separation”, Special Fund for Basic Scientific Research of Central Colleges, Chang'an University.

1.Xian-Feng Xu, Li Zhang, Chen-Dong Duan, Yong Lu. Research on Inception Module Incorporated Siamese Convolutional Neural Networks to Realize Face Recognition. IEEE Access. 2020, 8: 12168-12178.

2.Xian-Feng Xu, Mei Gong, Liuyang Huang, Ahui Liu. High-precision Power Load Forecasting Using Real-time Temperature Information and Deep Learning Method. Electric Power Components and Systems. 2019, 47(16-17): 1574-1583.

3.Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu, Xiao-Jun Yang. A Direction-of-Arrival Estimation Method via Joint Diagonalization. Wireless Personal Communications. 2017, 96 (4): 6037-6046. (SCI: 000411881300062, EI: 20172203716178).

4.Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu, Xiao-Jun Yang. A multi-stage algorithm for blind source separation. Optik - International Journal for Light and Electron Optics. 2016, 127 (7): 3655-3659. (SCI: 000371369900034, EI: 20160701932513).

5.Xian-Feng Xu, Da-Zheng Feng, Wei Xing Zheng. A Fast Algorithm for Non-unitary Joint Diagonalization and Its Application to Blind Source Separation. IEEE Transactions on signal processing. 2011, 59(7): 3457-3463. (SCI: 000291680200040, EI: 20112514077578)

6.Xian-Feng Xu, Da-Zheng Feng, Wei Xing Zheng. Convolutive Blind Source Separation Based on Joint Block Toeplitzation and Block-Inner Diagonalization. Signal Processing. 2010, 90(1): 119-133. (SCI: 000271341000011, EI: 20093612284886)

7.Xian-Feng Xu, Chen-Dong Duan, A New Approximate Joint Diagonalization Algorithm Based on the Fused Complex-Valued Cost Function. Applied Mechanics and Materials. 2012, 135-136: 76-79. (EI: 20114914578798)

8.Xian-Feng Xu, Da-Zheng Feng, Wei Xing Zheng. An improved method for blind separation of complex-valued signals via joint diagonalization. IEEE International Symposium of Circuits and Systems (ISCAS 2011). 2011, 637-640. (EI: 20113114197122)

9.Xian-Feng Xu, Da-Zheng Feng, Wei Xing Zheng. A Joint Block Diagonalization Approach to Convolutive Blind Source Separation. IEEE International Symposium of Circuits and Systems (ISCAS 2010). 2010, 805-808. (EI: 20103513193857)

10.Xian-Feng Xu, Li Zhang, Bin Lang, Zhen Xia. Face recognition algorithm based on improved twin convolution neural network with perceptual model. Journal of electronics. 2019. (EI 源刊)

11.Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu, Xiao-Jun Yang. An Analytical Direction-of-Arrival Algorithm based on the Estimation of Rotation Matrix. ACTA ELECTRONICA SINICA. 2017, 45(4): 1012-1017. (in Chinese) (EI: 20172603839308)

12.Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu, Xiao-Jun Yang. Research on a New Structural Traits Based Complex-Valued Space Joint Diagonalization Algorithm for Blind Source Separation and Its Applications. ACTA ELECTRONICA SINICA. 2017, 45(1): 29-36. (in Chinese) (EI: 20171103434923)

13.Xian-Feng Xu, Da-Zheng Feng. A Fast Algorithm for Blind Source Separation. ACTA ELECTRONICA SINICA. vol. 38, no. 12, pp. 2780-2785. Dec. 2010. (in Chinese) (EI: 20111113746522)

14.Xian-Feng Xu, Da-Zheng Feng. A New Method Based on the Full Utilizations of Concerning Variables’ Structures for Blind Source Separation of Convolutive Mixtures. ACTA ELECTRONICA SINICA. vol. 37, no. 1, pp. 112-117. Jan. 2009. (in Chinese) (EI: 20091111955411)

15.Xian-Feng Xu, Da-Zheng Feng. A New Method Based on A Multi-Stage Algorithm for Blind Source Separation of Convolutive Mixtures. Journal of Electronics & Information Technology. vol. 31, no. 10, pp. 2455-2459. Oct. 2009. (in Chinese) (EI: 20094512433499)

16.Xian-Feng Xu, Yan Wang, Ahui Liu, Bin Lang. Fault diagnosis method of rolling bearing based on CNN and EMD pretreatment mechanism. Industrial instrument and automation device. 2020. (in Chinese)

17.Xian-Feng Xu, Yu-Lu Chen, Yan Wang, Shi-Xin Wang. Load forecasting based on multi factor deep learning fusion method. Electrical automation. 2020. (in Chinese)

18.Xian-Feng Xu, Lu-Lu Cai, Li Zhang. Photovoltaic power generation prediction algorithm integrating multilayer perceptron and deep belief network. Computer engineering and application. 2020. (in Chinese)

19.Xian-Feng Xu, Yu-Lu Chen, Lu-Lu Cai. Short term power prediction method of bilstm photovoltaic power generation based on full mining of meteorological factors. Computer system application. 2020. (in Chinese)

20.Xian-Feng Xu, Shi-Xin Wang, Mei Gong, Yang-Yu Cao. Load forecasting with BL-seq2seq model. Computer simulation. 2020. (in Chinese)

21.Xian-Feng Xu, Liu-Yang Huang, Mei Gong. Short term traffic flow prediction based on convolutional neural network and bidirectional long and short-term memory network. Industrial instruments and automation devices. 2020, 1:13-18. (in Chinese)

22.Xian-Feng Xu, Mei Gong, Liu-Yang Huang. Using temperature information and deep learning method to achieve high-precision power load forecasting. Internet of things technology. 2019, 9:97-101, 104. (in Chinese)

23.Xian-Feng Xu, Hua-Zhu Zhang, Chen-Dong Duan. Application of robust independent component analysis in structural damage feature extraction. Computer and digital engineering. 2019, 47 (3): 508-604. (in Chinese)

24.Xian-Feng Xu, Bin Lang, Li Zhang, Yan Wang. Traffic sign ROI Extraction Based on R component. Computer and digital engineering. 2019, 47 (4): 919-922. (in Chinese)

25.Xian-Feng Xu, Cong Peng. New target recognition algorithm based on high resolution range image subband fusion. Journal of Xi'an University of Posts and telecommunications. 2013, 18 (3): 7-9. (in Chinese)

26.Xian-Feng Xu, Wen Wei, Chang-Lei Li, Chen-Dong Duan. Design of intelligent industrial field display instrument based on STC series single chip microcomputer. Electronic devices. 2013, 36 (5): 728-732. (in Chinese)

27.Xian-Feng Xu, Lai-Jun Liu, Cong Peng. Subband fusion recognition algorithm of radar high resolution range profile. Electronic design engineering. 2013, 21 (18): 94-96. (in Chinese)

28.Xian-Feng Xu, Yi-Yan Liu, Chen-Dong Duan. DOA estimation using blind source separation algorithm. Modern electronic technology. 2012, 35 (20): 159-162, 166. (in Chinese)

29.Xian-Feng Xu, Yi-Yan Liu, Chen-Dong Duan. A new method for blind source separation based on multi-step decomposition algorithm. Computer engineering and application. 2012, 48 (30): 162-166. (in Chinese)

30.Yu Feng, Xian-Feng Xu, Yun Meng. Short-Term Load Forecasting with Tensor Partial Least Squares-Neural Network. Energies 2019, 12(6), 990; doi:10.3390/en12060990. (SCI源刊)

31.Yan-Bo Li, He Huang, Meng Hui, Xian-Feng Xu. Design and Optimization of Gyroscope Drift Pole Axis Torque Feedback Test Method. International Journal of Earth Sciences and Engineering. 2015, 8(2): 923-928. (EI: 20153101105274)

32.Yan-Bo Li, He Huang, Xian-Feng Xu, Meng Hui. Total Least Squares Identification in Gyroscopic Drift Test Scheme of the Low-angle Servo Method. Metallurgical and Mining Industry. 2015, 2: 183-192. (EI: 20152100863251)

33.Xiao-Jun Yang, Bo-Wei Dan, Zhong-Hua Liang, Xian-Feng Xu. Distributed fault tolerant target tracking in wireless sensor networks with intermittent observations. Control and decision making, 2016, 31 (6): 1032-1036. (EI: 20162502525617) (in Chinese)

34.Chen-Dong Duan, Peng Gao, Xian-Feng Xu, Qiang Gao. A method of rolling bearing damage diagnosis based on time-frequency kurtosis spectrum. Journal of mechanical engineering, 2015, 11:78-83. (EI: 20152701003254) (in Chinese)

35.Chen-Dong Duan, Qiang Gao, Xian-Feng Xu. Application of time-frequency analysis method of frequency slice wavelet transform in the fault diagnosis of generator set. Chinese Journal of electrical engineering. 2013, 33 (32): 96-103. (EI: 20135117103993) (in Chinese)

36.Hua Zhang, Da-Zheng Feng, Wei-Ke Nie, Xian-Feng Xu. Non orthogonal joint diagonalization blind source separation algorithm. Journal of Xi'an University of Electronic Science and technology. 2008, 35 (1): 27-31 + 70. (EI: 200812 (in Chinese)

37.Xiao-Jun Yang, Zhong-Hua Liang, Xian-Feng Xu, Bo-Wei Dan. Decentralized sensor management based on cpcrlb and consistency algorithm. Information and control, 2016, 45 (5): 593-59911161578) (in Chinese)

38.Ding-Yi Wang, Xian-Feng Xu, Shi-Lan Li. Research and application of blind separation algorithm for mixed speech signal. Communication power technology. 2016, 33 (6): 33-35 + 126. (in Chinese)

39.Ding-Yi Wang, Xian-Feng Xu. Research on video denoising algorithm based on time domain. Modern electronic technology. 2015, 38 (19): 64-67. (in Chinese)

40.Jing Hao, Xian-Feng Xu, Ze Sun. Double ladder control simulation system based on LabVIEW. Electronic technology. 2013, 26 (9): 113-116. (in Chinese)

41.Hua Zhang, Da-Zheng Feng, Ji-Yong Pang, Xian-Feng Xu. Blind convolution separation algorithm based on single component extraction. Journal of circuit and systems, 2009, 14 (6): 19-23. (in Chinese)

Patent:

1.Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu. A complex blind source separation method. Invention patent, authorized, authorization No.: zl201510589736.1 (China)

2.Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu. A robust direction of arrival estimation method. Invention patent, authorized, authorization No.: zl201510827967.1 (China)

3.Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu. A method of terminal capability acquisition in dual connection system. Invention patent, applied, application No.: 201910467259. X (China)

4.Xian-Feng Xu, Li Zhang, Lu Cai, Chen-Dong Duan. Face recognition algorithm based on improved convolutional neural network with perceptual model. Invention patent, applied for, application No.: 201910560416.1 (China)

5.Chen-Dong Duan, Xian-Feng Xu, Yan-Ning Zhang, Qiang Gao, Yi-Yan Liu. A realization method of frequency domain amplitude kurtosis based on signal time-frequency decomposition. Invention patent, authorized, authorization No.: zl201810489422.8 (China)

6.Chen-Dong Duan, Zhou-Zhou Xue, Xian-Feng Xu, Su-Chen Song. A feature extraction method based on single channel signal blind separation rolling bearing, invention patent, authorized, authorization No.: zl201510363665.3 (China)

7.Chen-Dong Duan, Peng Gao, Yan-Ning Zhang, Xian-Feng Xu. A fault diagnosis method of rolling bearing based on time-frequency slice analysis, invention patent, authorized, authorization No.: zl201310455814.4 (China)

8.Chen-Dong Duan, Peng Gao, Yan-Ning Zhang, Xian-Feng Xu. A signal envelope demodulation method based on sliding window filtering, invention patent, authorized, authorization No.: zl20131058606.2 (China)

[1] Undergraduate Students' Most satifised Teacher in Chang'an University, 2016

[2] First Prize in Lecture Contest for Young Teachers in Chang'an University, 2015  

2010.7-2013.11  School of Electronic & Control Engineering, Chang'an University    Lecturer

2017.12-2018.12  University of California, Los Angeles(UCLA)    Visiting Scholar

2013.11-now      School of Electronic & Control Engineering, Chang'an University    Associate Professor