Bin Liao

Rm 722, Chow Yei Ching Building,
Department of Electrical and Electronic Engineering,
The University of Hong Kong, Hong Kong

Rm 907, College of Information of Engineering
Shenzhen University, Shenzhen, China


Email: binliao (at) ymail.com; binliao (at) szu.edu.cn

Biography

Bin Liao received his B. Eng degree in 2006 and M. Eng degree in 2009, both in Electronic Engineering, from Xidian University, and received his Ph.D  degree from The University of Hong Kong in 2013. He was a research assistant at The University of Hong Kong. He is currently an Associate Professor at the College of Information Engineering, Shenzhen University, Shenzhen, China.

  • Openings: postdoctoral positions (with annual salary > 300,000 CNY) are available in my group at Shenzhen University, if you are interested, drop me an email.
  • Openings: 副研究员1名,欢迎咨询具体酬薪

  • Education
    • Ph.D (Supervisor: Prof. S. C. Chan ), The University of Hong Kong, Sept. 2009~Aug. 2013
    • M.Phil (Supervisor: Prof. Guisheng Liao ), Xidian University, Sept. 2006~Jul. 2009
    • B. Eng, Xidian University, Sept. 2002~Jul. 2006
    Awards and Honors
    • "Guangdong Special Support Plan" Young Top-Notch Talent, 2017
    • SZU Excellent Young Scholar, 2017
    • IEEE DSP 2017 (London) Best Paper Award, 2017
    • IEEE DSP 2016 (Beijing) Best Paper Award, 2016
    • Shenzhen Overseas High-Caliber Personnel (Level B), 2015
    • Outstanding Scientific Research Output Award, Ministry of Education of China
    • HKU PhD Research Scholarship, 2009-2013
    • HKU EEE Conference Grant, 2012
    • HKU Conference Grant, 2010
    • The Best Dissertation Award Winner of Xidian University, 2009
    • Outstanding Graduate of Shaanxi province, 2009
    • Outstanding Graduate of Xidian University, 2009
    • CASC Scholarship (First Prize), 2008
    Research Interests
    • Statistical signal processing
    • Array signal processing
    • Optimization with applications to radar and communications
    Professional Membership
    • IEEE Senior Member, 2016-
    Professional Activities
    • Associate editor: IEEE Transactions on Aerospace and Electronic Systems
    • Associate editor: Multidimensional Systems and Signal Processing
    • Associate editor: IET Signal Processing
    Selected Publications

        Journal

    1. Z. Cheng, B. Liao, Z. He, J. Li, and J. Xie, "Joint design of the transmit and receive beamforming in MIMO radar systems," IEEE Transactions on Vehicular Technology, to appear, 2019.
    2. Z. Cheng, B. Liao, Z. He, and J. Li, "Transmit signal design for large-scale MIMO system with one-bit DACs," IEEE Transactions on Wireless Communications, to appear, 2019.
    3. P. Xiao, B. Liao, and J. Li, "One-bit compressive sensing via Schur-concave function minimization," IEEE Transactions on Signal Processing, to appear, 2019.
    4. P. Xiao and B. Liao, "Robust one-bit compressive sensing with weighted l1-norm minimization," Signal Processing, vol. 164, pp. 380-385, 2019.
    5. X. Zhang, Z. He, B. Liao, and X. P. Zhang, "Fast array response adjustment with phase-only constraint: A geometric approach," IEEE Transactions on Antennas and Propagation, to appear, 2019.
    6. X. Zhang, Z. He, B. Liao, X. P. Zhang, and Y. Yang, "Pattern synthesis via oblique projection based multipoint array response control," IEEE Transactions on Antennas and Propagation, vol. 67, no. 7, Jul. 2019.
    7. X. Huang and B. Liao, "One-bit MUSIC," IEEE Signal Processing Letters, vol. 26, no. 7, pp. 961-965, Jul. 2019.
    8. X. Zhang, Z. He, B. Liao, Y. Yang, J. Zhang, and X. P. Zhang, "Flexible array response control via oblique projection," IEEE Transactions on Signal Processing, vol. 67, no. 12, pp. 3126-3139, Jun. 2019.
    9. Z. Cheng, B. Liao, Z. He, and C. Han, "A nonlinear-ADMM method for designing MIMO radar constant modulus waveform with low correlation sidelobes," Signal Processing, vol. 159, pp. 93-103, 2019.
    10. X. Zhang, Z. He, X.-G. Xia, B. Liao, X. Zhang, and Y. Yang, "OPARC: Optimal and precise array response control algorithm -- Part I: Fundamentals," IEEE Transactions on Signal Processing, vol. 67, no. 3, pp 652-667, Feb. 2019.
    11. X. Zhang, Z. He, X.-G. Xia, B. Liao, X. Zhang, and Y. Yang, "OPARC: Optimal and precise array response control algorithm -- Part II: Multi-points and applications," IEEE Transactions on Signal Processing, vol. 67, no. 3, pp. 668-683, Feb. 2019.
    12. P. Xiao, B. Liao, X. Huang, and Z. Quan, "1-bit compressive sensing with an improved algorithm based on fixed-point continuation," Signal Processing, vol. 154, pp. 168-173, 2019.
    13. Y. Ye, C. He, B. Liao, and J. Huang "A new capacitance measuring system for capacitive sensor for moving target detection," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 66, no. 7, pp. 1099-1103, Jul. 2019.
    14. Z. Cheng, C. Han, B. Liao, Z. He, and J. Li, "Communication-aware waveform design for MIMO radar with good transmit beampattern," IEEE Transactions on Signal Processing, vol. 66, no. 21, pp.5549-5562, Dec. 2018.
    15. B. Liao, "Fast angle estimation for MIMO radar with nonorthogonal waveforms," IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 4, pp. 2091-2096, Aug. 2018.
    16. Y. Ye, C. He, B. Liao, and G. Qian, "Capacitive proximity sensor array with a simple high sensitivity capacitance measuring circuit for human-computer interaction," IEEE Sensors Journal, vol. 18, no. 14, pp. 5906-5914, Jul. 2018.
    17. Z. Cheng, B. Liao, Z. He, Y. Li, and J. Li, "Spectrally compatible waveform design for MIMO radar in the presence of multiple targets," IEEE Transactions on Signal Processing, vol. 66, no. 3, pp. 3543-3555, Jul. 2018.
    18. X. Guo, L. Li, N. Ansari, and B. Liao, "Accurate WiFi localization by fusing a group of fingerprints via global fusion profile," IEEE Transactions on Vehicular Technology, vol. 67, no. 8, pp. 7314-7325, 2018.
    19. B. Liao, A. Madanayake, and P. Agathoklis, "Array signal processing and systems," Multidimensional Systems and Signal Processing, vol. 29, no. 2, pp. 467-473, Apr. 2018. (Guest Editorial)
    20. J. Wen, X. Zhou, B. Liao, C. Guo, and S. C. Chan, "Adaptive beamforming in an impulsive noise environment using matrix completion," IEEE Communications Letters, vol. 22, no. 4, pp. 768-771, Apr. 2018.
    21. H. Huang, B. Liao, X. Guo, and J. Huang, "DOA estimation of rectilinear signals with a partly calibrated uniform linear array," Signal Processing, vol. 147, pp. 203-207, Jun. 2018.
    22. X. Guo, L. Li, N. Ansari, and B. Liao, "Knowledge aided adaptive localization via global fusion profile," IEEE Internet of Things Journal, vol. 5, no. 2, pp. 1081-1089, Apr. 2018.
    23. Z. Cheng, Z. He, B. Liao, and M. Fang, "MIMO radar waveform design with PAPR and similarity constraints," IEEE Transactions on Signal Processing, vol. 66, no. 4, pp. 968-981, Feb. 2018.
    24. X. Zhang, Z. He, B. Liao, X. Zhang, and W. Peng, "Pattern synthesis for arbitrary arrays via weight vector orthogonal decomposition," IEEE Transactions on Signal Processing, vol. 66, no. 5, pp. 1286-1299, Mar. 2018.
    25. H. Huang, B. Liao, X. Wang, X. Guo, and J. Huang, "A new nested array configuration with increased degrees of freedom," IEEE Access, vol. 6, pp. 1490-1497, 2018.
    26. Z. Cheng, Z. He, X. Duan, X. Zhang, and B. Liao, "Adaptive monopulse approach with joint linear constraints for planar array at subarray level," IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 3, pp.1432-1441, Jul. 2018.
    27. X. Zhang, Z. He, B. Liao, X. Zhang, and W. Peng, "Robust quasi-adaptive beamforming against direction-of-arrival mismatch," IEEE Transactions on Aerospace and Electronic Systems, vol.54, no. 3, pp.1197-1207, Jun. 2018.
    28. S. C. Chan, H.-J. Tan, J.-Q. Lin, and B. Liao, "A new local polynomial modeling-based variable forgetting factor and variable regularized PAST algorithm for subspace tracking," IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 3, pp. 1530-1544, Jul. 2018.
    29. X. Zhang, Z. He, B. Liao, X. Zhang, and J. Xie, "DOA and phase error estimation using one calibrated sensor in ULA," Multidimensional Systems and Signal Processing (Springer), vol. 29, no. 2, pp. 523-535, Apr. 2018.
    30. C. Guo, B. Liao, D. Feng, C. He, and X. Ma, "Minimum secrecy throughput maximization in wireless powered secure communications," IEEE Transactions on Vehicular Technology, vol. 67, no. 3, pp. 2571-2581, Mar. 2018.
    31. X. Zhang, Z. He, B. Liao, X. Zhang,and W. Peng, "Pattern synthesis with multi-point accurate array response control," IEEE Transactions on Antennas and Propagation,vol. 65, no. 8, pp. 4075-4088, Aug. 2017.
    32. J. Wen, B. Liao, and C. Guo, "Spatial smoothing based methods for direction-of-arrival estimation of coherent signals in nonuniform noise," Digital Signal Processing, vol. 67, pp. 116-122, Aug. 2017.
    33. C. Zhang, H. Huang, and B. Liao, "Direction finding in MIMO radar with unknown mutual coupling," IEEE Access, vol. 5, pp. 4439-4447, Apr. 2017.
    34. X. Zhang, Z. He, B. Liao, X. Zhang, Z. Cheng, and Y. Lu, "A2RC: an accurate array response control algorithm for pattern synthesis," IEEE Transactions on Signal Processing, vol. 65, no. 7, pp. 1810-1824, Apr. 2017.
    35. B. Liao and S. C. Chan, "Direction finding in MIMO radar with unknown transmitter and/or receiver gains and phases," Multidimensional Systems and Signal Processing (Springer), vol. 28, no. 2, pp. 691-707, Apr. 2017.
    36. L. Zhang, B. Liao, L. Huang, and C. Guo, "An eigendecomposition-based approach to blind beamforming in a multipath environment," IEEE Communications Letters, vol. 21, no. 2, pp. 322-325, Feb. 2017.
    37. B. Liao, C. Guo, L. Huang, Q. Li, and H. C. So, "Robust adaptive beamforming with precise main beam control," IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 1, pp. 345-356, Feb. 2017.
    38. B. Liao, L. Huang, C. Guo, and H. C. So, "New approaches to direction-of-arrival estimation with sensor arrays in unknown nonuniform noise," IEEE Sensors Journal, vol. 16, no. 24, pp. 8982-8989, Dec. 2016.
    39. B. Liao, C. Guo, L. Huang, Q. Li, G. S. Liao and H. C. So, "Robust adaptive beamforming with random steering vector mismatch," Signal Processing, vol. 192, pp. 190-194, Dec. 2016.
    40. B. Liao, J. Wen, L. Huang, C. Guo, and S. C. Chan, "Direction finding with partly calibrated uniform linear arrays in nonuniform noise," IEEE Sensors Journal, vol. 16, no. 12, pp. 4882-4890, Jun. 2016.
    41. C. Guo, B. Liao, and L. Huang, "Time allocation and load balancing in multi-cell wireless powered communication networks," IEEE Access, vol. 4, pp. 7795-7805, Nov. 2016.
    42. C. Guo, B. Liao, L. Huang, P. Zhang, M. Huang, and J. Zhang, "On proportional fairness in power allocation for two-tone spectrum-sharing networks," IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp.10090-10096, Dec. 2016.
    43. Q. Li, B. Liao, L. Huang, C. Guo, G. S. Liao, and S. Q. Zhu, "A robust STAP method for airborne radar with array steering vector mismatch," Signal Processing, vol. 128, pp, 198-203, Nov. 2016.
    44. B. Liao, S. C. Chan, L. Huang, and C. Guo, "Iterative methods for subspace and DOA estimation in nonuniform noise," IEEE Transactions on Signal Processing, vol. 64, no. 12, pp. 3008-3020, Jun. 2016.
    45. C. Guo, B. Liao, L. Huang, Q. Li, and X. Lin, "Convexity of fairness-aware resource allocation in wireless powered communication networks," IEEE Communications Letters, vol. 20, no. 3, pp. 474-477, Mar. 2016.
    46. C. Guo, B. Liao, L. Huang, X. Lin, and J. Zhang, "On convexity of fairness-aware energy-efficient power allocation in spectrum-sharing networks," IEEE Communications Letters, vol. 20, no. 3, pp. 534-537, Mar. 2016.
    47. B. Liao and S. C. Chan, "Direction finding in partly calibrated uniform linear arrays with unknown gains and phases," IEEE Transactions on Aerospace and Electronic Systems, vol.51, no.1, pp.217-227, Jan. 2015.
    48. B. Liao and S. C. Chan, "A cumulant-based method for direction finding in uniform linear array with mutual coupling," IEEE Antennas and Wireless Propagation Letters, vol.13, pp.1717-1720, 2014.
    49. B. Liao and S. C. Chan, "A cumulant-based approach for direction finding in the presence of mutual coupling," Signal Processing, vol. 104, pp. 197-202, Nov. 2014.
    50. B. Liao and S. C. Chan, "Direction-of-arrival estimation in subarrays-based linear-sparse arrays with gain/phase uncertainties," IEEE Transactions on Aerospace and Electronic Systems, vol. 49, no. 4, pp. 2268-2280, Oct. 2013.
    51. B. Liao, K. M. Tsui, and S. C. Chan, "Frequency invariant uniform concentric circular arrays with directional elements," IEEE Transactions on Aerospace and Electronic Systems, vol. 49, no. 2, pp. 871-884, Apr. 2013.
    52. B. Liao and S. C. Chan, "An improved eigendecomposition-based algorithm for frequencies estimation of two sinusoids," IEEE Communications Letters, vol. 17, no. 3, pp. 557-560, Mar. 2013.
    53. B. Liao, S. C. Chan, and K. M. Tsui, "Recursive steering vector estimation and adaptive beamforming under uncertainties," IEEE Transactions on Aerospace and Electronic Systems, vol. 49, no. 1, pp. 489-501, Jan. 2013.
    54. B. Liao and S. C. Chan, "Robust recursive beamforming in the presence of impulsive noise and steering vector mismatch," Journal of Signal Processing Systems (Springer), Springer, vol. 73, no. 1, pp. 1-10, Oct. 2013.
    55. B. Liao, Y. T. Wu, and S. C. Chan, "A generalized algorithm for fast two-dimensional angle estimation of a single source with uniform circular arrays," IEEE Antennas and Wireless Propagation Letters, vol. 11, pp. 984-986, 2012.
    56. B. Liao and S. C. Chan, "Adaptive beamforming for uniform linear arrays with unknown mutual coupling," IEEE Antennas and Wireless Propagation Letters, vol. 11, pp. 464-467, 2012.
    57. B. Liao and S. C. Chan, "Direction finding with partly calibrated uniform linear arrays," IEEE Transactions on Antennas and Propagation, vol. 60, no. 2, pp. 922-929, Feb. 2012.
    58. B. Liao, Z. G. Zhang, and S. C. Chan, "DOA estimation and tracking of ULAs with mutual coupling," IEEE Transactions on Aerospace and Electronic Systems, vol. 48, no.1, pp. 891-905, Jan. 2012.
    59. B. Liao, K. M. Tsui, and S. C. Chan, "Robust beamforming with magnitude response constraints using iterative second-order cone programming," IEEE Transactions on Antennas and Propagation,  vol. 59, no. 9, pp. 3477-3482 , Sept. 2011.
    60. B. Liao, Z. G. Zhang, and S. C. Chan, "A new robust Kalman filter-based subspace tracking algorithm in an impulsive noise environment," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 57, no. 9, pp. 740-744, Sept. 2010.
    61. B. Liao and G. S. Liao, "Method for array gain and phase uncertainties calibration based on ISM and ESPRIT," Journal of Systems Engineering and Electronics, vol. 20, no.2, pp. 223-228, Apr. 2009.
    62. B. Liao, G. S. Liao, and J. Wen, "A method for DOA estimation in the presence of unknown nonuniform noise," Journal of Electromagnetic Waves and Applications, vol. 22, pp. 2113-2123, 2008.
    63. B. Liao, G. S. Liao, and J. Zhang, "A method for DOA estimation in the presence of mutual coupling and coherent signals," Radar Science and Technology, vol. 6, no. 2, pp. 151-154, Apr. 2008.

        Conference

    1. Z. Cheng, B. Liao, J. Xie, and J. Li, "Joint Design of Transmit and Receive Beamforming for MIMO Radar," in Proc. IEEE IGARSS, Yokohama, Japan, Jul. 28- Aug. 2, 2019.
    2. T. Wei, H. Huang and B. Liao, "MIMO radar transmit beampattern synthesis via waveform design for target localization," in Proc. IEEE ICASSP, Brighton, UK, May 12-17, 2019.
    3. H. Huang, Y. Miao, Y. Gong, and B. Liao, "Toeplitz matrix completion for direction finding using a modified nested linear array," in Proc. IEEE ICASSP, Brighton, UK, May 12-17, 2019.
    4. Z. Cheng, B. Liao, Z. He, J. Li, and J. Xie "Transmit beampattern design for MIMO radar with one-bit DACs," in Proc. IEEE ICASSP, Brighton, UK, May 12-17, 2019.
    5. Z. Cheng, B. Liao, Z. He, J. Li, and J. Xie "Joint design for MIMO radar and downlink communication systems coexistence," in Proc. IEEE ICASSP, Brighton, UK, May 12-17, 2019.
    6. Z. Cheng, B. Liao, Z. He, and C. Han, "New approaches to designing constant modulus waveforms with low correlation sidelobes for MIMO radar," in Proc. IEEE Radar Conference, Boston, USA, Apr. 22-26, 2019.
    7. X. Zhang, Z. He, B. Liao, X. P. Zhang, and Y. Yang, "A fast method for array response adjustment with phase-only constraint," in Proc. IEEE Radar Conference, Boston, USA, Apr. 22-26, 2019.
    8. X. Huang, P. Xiao, and B. Liao, "One-bit direction of arrival estimation with an improved fixed-point continuation algorithm," in Proc. WCSP , Hangzhou, China, 2018, pp. 1-4.
    9. Q. Shen, H. Wan, and B. Liao, "A sparse representation based method for DOA estimation in nonuniform noise," in Proc. IEEE DSP, Shanghai, China, 2018, pp. 1-4.
    10. Z. Cheng, B. Liao, Z. He, and Y. Li, "Spectrally compatible waveform design for MIMO radar with transmit beampattern formation," in Proc. IEEE DSP, Shanghai, China, 2018, pp. 1-5.
    11. T. Wei, B. Liao, H. Hhuang, and Z. Quan, "Online mutual coupling calibration using a signal source at unknown location," in Proc. IEEE SAM, Sheffield, UK, 2018, pp. 189-193.
    12. Q. Shen, B. Liao, and H. Huang, &Direction-of-arrival estimation based on enhanced sparse representation," in Proc. IEEE SAM, Sheffield, UK, 2018, pp. 538 - 542.
    13. H. Huang, B. Liao, and Q. Shen, "DOA estimation of quasi-stationary signals with a nested array in unknown noise field," in Proc. IEEE SAM, Sheffield, UK, 2018, pp 41 - 45.
    14. H. Huang, B. Liao, C. Guo, and J. Huang, "Sparse representation based DOA estimation using a modified nested linear array," in Proc. IEEE Radar Conference, Oklahoma City, OK, USA, Apr. 23-27, 2018, pp. 0919-0922.
    15. H. Wan, H. Huang, B. Liao and Z. Quan, "Robust beamforming against direction-of-arrival mismatch via signal-to-interference-plus-noise ratio maximization," in Proc. International Conference on Wireless Communications and Signal Processing, Nanjing, China, October 11-13, 2017.
    16. B. Liao, C. Guo, and H. C. So, "Direction-of-arrival estimation in nonuniform noise via low-rank matrix decomposition," in Proc. International Conference on Digital Signal Processing, London, United Kingdom, Aug. 23-25, 2017. (Best Paper Award)
    17. J. Wen, X. Zhou, W. Zhang, and B. Liao, "Robust adaptive beamforming against significant angle mismatch," in Proc. IEEE Radar Conf., Seattle, Washington, USA, May 8-12, 2017, pp. 713-716.
    18. B. Liao, C. Guo, L. Huang, and J. Wen, "Matrix completion based direction-of-arrival estimation in nonuniform noise," in Proc. IEEE DSP, Beijing, China, Oct.16-18, 2016. (Best Paper Award)
    19. H. Huang, B. Liao, C. Guo, and L. Huang,"An improved approach to robust Capon beamforming with enhanced performance," in Proc. CIE Radar Conf., Guangzhou, China, Oct.10-13, 2016.
    20. X. Zhang, Z. He, B. Liao, J. Qian, and J. Xie, "Estimation of DOA and phase error using a partly calibrated sensor array with arbitrary geometry," in European Signal Processing Conference (EUSIPCO 2016), Budapest, Hungary, Aug. 29-Sep.2, 2016.
    21. B. Liao, C. Guo, L. Huang, Q. Li and H. C. So, "A robust beamformer with main beam control," in Proc. IEEE SAM, Rio de Janeiro, Brazil, Jul.10-13, 2016.
    22. B. Liao, L. Huang, and S. C. Chan, "DOA estimation under the coexistence of nonuniform noise and mutual coupling," in Proc. IEEE ChinaSIP, Chengdu, China, Jul. 12-15, 2015.
    23. B. Liao, L. Huang, and S. C. Chan, "Improved cumulant-based methods for direction finding with mutual coupling effect," in 20th International Conference on Digital Signal Processing (DSP 2015), Singapore, Jul.21-24, 2015.
    24. B. Liao, and S. C. Chan, "A simple method for DOA estimation in the presence of unknown nonuniform noise," in Proc. IEEE ICASSP, Brisbane, Australia, Apr. 19-24, 2015.
    25. B. Liao and S. C. Chan, "A review on direction finding in a calibrated arrays," in 19th International Conference on Digital Signal Processing (DSP 2014), Hong Kong, Aug.20-23, 2014.
    26. S. Zhang, S. C. Chan, B. Liao, and K. M. Tsui, "A new visual object tracking algorithm using Bayesian Kalman filter," in Proc. IEEE ISCAS, Melbourne, Jun. 2014.
    27. B. Liao, S. C. Chan, K. M. Tsui, and Y. J. Chu, "Steering vector estimation and beamforming under uncertainties," in Proc. IEEE SSP, Michigan, USA, Aug. 2012, pp. 85-88.
    28. B. Liao, K. M. Tsui, and S. C. Chan, "A new method for robust beamforming using iterative second-order cone programming," in Proc. IEEE ISCAS, Seoul, Korea, May 2012, pp. 2569-2572.
    29. S. C. Chan, B. Liao, and K. M. Tsui, "Bayesian Kalman filtering, regularization and compressed sampling," in Proc. IEEE MWSCAS, Seoul, Korea, Aug. 2011, pp. 1-4. (invited paper)
    30. B. Liao and S. C. Chan, "DOA estimation of coherent signals for uniform linear arrays with mutual coupling," in Proc. IEEE ISCAS, Rio de Janeiro, Brazil, May 2011, pp. 377-380.
    31. B. Liao, Z. G. Zhang, and S. C. Chan, "A subspace-based method for DOA estimation of uniform linear array in the presence of mutual coupling," in Proc. IEEE ISCAS, Paris, France, May 2010, pp. 1879-1882.
    32. B. Liao, G. S. Liao, and J. Wen, "Array calibration with sensor position errors using particle swarm optimization algorithm," in Proc. IET Radar International Conference, Guilin, China, Apr. 2009.
    Teaching
    • Numerical methods
    • Speech signal processing
    • Feedback control
    • ELEC2812 Integrated project (TA)
    • ELEC2201 Signals and linear systems (Demonstrator)
    • ELEC6026 Digital signal processing I (TA)
    • ELEC8004 Digital signal processing (TA)
    Others