實驗室老師: 盧晃瑩(Hoang-Yang Lu)

1.學歷: 台灣科技大學電子工程博士

2.經歷:

　台灣海洋大學電機工程學系專任教授　　　　　　(2025.2~至今)

台灣海洋大學電機工程學系專任副教授　　　　　　(2012.8~2025.1)

　台灣海洋大學電機工程學系專任助理教授　　　　　(2009.2~2012.7)

　華梵大學電子工程學系專任副教授　　　　　　 (2008.8~2009.1)

　開南大學資訊傳播學系、數位科技學系專任副教授　(2007.8~2008.7)

　黎明技術學院電子工程系、資訊工程系專任講師　　　　(1993.8~2007.7)

3.研究方向: 無線通訊系統、數位通訊IC設計、智慧物聯網(AIoT)

教授課程:

大學部: 1. DSP數位訊號處理導論與實驗 2.展頻通訊導論

研究所: 1.數位通訊系統 2. 無線通訊

論文發表:

A.期刊論文
1. H.-Y. Lu and W.-H. Fang, “Joint frequency offset estimation and multiuser detection using genetic algorithm in MC-CDMA,”IEICE Trans. Communications, vol. E88-B no.11, pp.4386-4389, Nov. 2005.　(SCI, EI)

2. H.-Y. Lu and W.-H. Fang, “Decision aided hybrid MMSE/SIC multiuser detection: Structure and AME performance analysis,”IEICE Trans. Fundamental,.vol. E89-A, no. 2, pp.600-610, Feb. 2006.　(SCI, EI)

3. H.-Y. Lu and W.-H. Fang, “Signature sequence optimization for MC-CDMA: A geometric approach,”IEICE Trans. Communications, vol. E90-B no.6, pp.1540-1542, June 2007.　(SCI, EI)

4. H.-Y. Lu and W.-H. Fang, “Joint transmit/receive antenna selection in MIMO systems based on the priority-based genetic algorithm,”IEEE Antennas and Wireless propagation Letters, vol. 6, pp. 588-591, 2007.　(SCI, EI)

5. H.-Y. Lu, W.-H. Fang and K.-C. Huang, “Joint generalized antenna combination and symbol detection based on minimum bit error rate: A particle swarm optimization approach,”IEICE Trans. Communications, vol. E91-B no.9, pp.3009-3012, Sep. 2008.　(SCI, EI)

6. Y.-P. Tu, W.-H. Fang, and H.-Y. Lu, “Efficient groupwise multiuser detection with iterative soft interference cancellation for multi-rate MC-CDMA,”Computer Communications, pp. 482-491, Feb. 2009.　(SCI, EI)

7. H.-Y. Lu and W.-H. Fang, “Soft information assisted space-time multiuser detection for highly loaded CDMA,”IEEE Transactions on Wireless Communications, vol. 8, no. 2, pp. 662-667, Feb. 2009.　(SCI, EI)

8. H.-Y. Lu, W.-H. Fang, and H.-P. Hsu, “Group signature sequence optimization for highly loaded MIMO MC-CDMA,”Electronics Letters, vol. 45, no. 1, pp.69-70, Jan. 2009.　(SCI, EI)

9. H.-Y. Lu and W.-H. Fang, “Joint receive antenna selection and symbol detection for MIMO systems: A heterogeneous genetic approach,”IEEE Communications Letters, pp.97-99, Feb. 2009.　(SCI, EI)  

10. H.-Y. Lu, “Iterative multiuser detectors for spatial-frequency-time-domain spread multi-carrier DS-CDMA systems,”IEEE Transactions on Vehicular Technology, vol. 60, no. 4, pp. 1640-1650, May 2011.　(SCI, EI) 　(NSC 99-2221-E-019-026)

11. H.-Y. Lu, and Y.-Y. Chen, “Reliable decision-aided multiuser detection for cooperative CDMAs,”IEICE Trans. Fundamental,.vol. E94-A, no. 9, pp.1892-1895, Sep. 2011.　(SCI, EI) 　(NSC 99-2221-E-019-026)

12.Y.-P. Tu, H.-Y. Lu*, and W.-H. Fang, “Alternating multiuser detection with soft interference cancellation for heterogeneous-signaling MIMO CDMA systems,”Wireless Personal Commun., doi: 10.1007/s11277-011-0412-6, vol. 67, is. 4, pp. 811-828, 2012.　(SCI, EI)

13. H.-Y. Lu, “Particle swarm optimization assisted joint transmit/receive antenna combining for multiple relays in cooperative MIMO systems,”Applied Soft Computing, doi:10.1016/j.asoc.2011.03.017 　(Special Issue on Soft Computing Approaches in the design of energy-efficient wireless systems), vol. 12, no. 7, pp.1865-1874,July 2012.　(SCI, EI) 　(NSC 99-2221-E-019-026)

14. H.-Y. Lu, “A family of MMSE multiuser detectors for three-domain spread multi-carrier DS-CDMA,”IET Communications, vol. 6, is. 6, pp. 587-598, 2012.　(SCI, EI) 　(NSC 100-2221-E-019-051)

15. H.-Y. Lu and H.-S. Hung, “Antenna combining and power allocation assisted MIMO cooperative communications: A joint approach,”IET Communications, vol. 6, is. 10, pp. 1291-1299, 2012.　(SCI, EI) 　(NSC 100-2221-E-019-051)

16. H.-Y. Lu,“One-user /One-group soft-decision aided layered detection for multiuser MIMO 2D spread multi-carrier DS-CDMA systems,” AEU International Journal of Electronics and Communications, vol. 67, is. 5, pp. 361-371, May, 2013. (SCI, EI)

17. H.-Y. Lu, C.-J. Hung, and J.-C. Chien,“Soft decision error assisted layered multiuser detectors for MIMO 2D spread MC DS-CDMAs,”Wireless Personal Commun., vol. 72, no. 4, 16 pages, pp.2305-2320, Oct. 2013. (SCI, EI)　(NSC 100-2221-E-019-051)

18. H.-Y. Lu, H.-S. Hung, and M.-Ju Yang,“Particle swarm optimization with embedded/cascaded parallel update for cooperative transmit beamforming in multiuser MIMO Systems,”IET Communications, vol. 8, Is. 4, pp.441-447, 2014. (SCI, EI)　(NSC 102-2221-E-019 -002)

19. H.-S. Hung, H.-Y. Lu*, Y.-H. Cheng, “A low-complexity genetic algorithm for joint antenna selection and power allocation selection in hybrid STBC-SM MIMO systems,”  Wireless Personal Commun., 10.1007/s11277-015-3119-2, vol. 88, no. 2, pp. 3015-318, May 2016. (SCI, EI)

20. H.-Y. Lu, "Cyclic interference alignment for MIMO interference channels: A hybrid approach of MTLI and PSO," Applied Soft Computing , pp.158-165, 2017.. (SCI, EI) (MOST 103-2221-E-019-014)

21. H.-Y. Lu, M.-H. Yen,and Bo-S.Chen,"Fast group detection for massive MIMOs," IET Communications, vol. 12, is. 13, pp. 1602-1608, 2018. (SCI, EI)

22. H.-Y. Lu, M.-H. Yen, B.-S. Chen,R.-Y. Huang,S.-H. Chang,I.A Parinov, "Fast symbol detection for massive G-STBC MIMO systems," Wireless Personal Commun.,vol. 101, is. 1, pp. 223-237, 2018.. (SCI, EI) (MOST 105-2923-E-022 -001-MY3)

23. H.-Y. Lu, Le-Ping Chang, Hsien-Sen Hung, “Partial tree search assisted symbol detection for massive MIMO systems," IEEE Transactions on Vehicular Technology,vol. 69, no. 11, pp. 13319-13327, Nov. 2020. dx.doi.org/10.1109/TVT.2020.3022916 (SCI)

24. H.-Y. Lu, W.-L. Jiang, and C. Zhang, “Green receivers for massive MIMO systems: A joint approach of antenna turn-off and multi-level-mixed-ADC resolution design,” IEEE Access, vol. 9, pp. 19639-19650, Feb. 2021. (SCI)

25. H.-Y. Lu, C.-Y. Cheng, S.-C. Cheng, Yu-H. Cheng, W.-C. Lo, W.-L. Jiang, F.-H. Nan, S.-H. Chang, N. A. Ubina, “A low-cost AI buoy system for monitoring water quality at offshore aquaculture cages,” Sensors, 22, 4078, 15 pages, May 2022.(SCI)

26. N. A. Ubina, S.-C. Cheng, C.-C. Chang, S.-Yi Cai, H.-Yu Lan, and H.-Y. Lu, “Intelligent underwater stereo camera design for fish metric estimation ysing reliable object matching,”IEEE Access, vol. 10, pp.74605-74619, June 2022. (SCI)

27. H.-Y. Lu, M.-H. Yen, C.-W. Chang, C.-W Cheng, T.-C. Hsu, and Yu-C. Lin, “Efficient hardware implementation of CORDIC-based symbol detector for GSM MIMO systems: Algorithm and hardware architecture,” IEEE Access, vol. 10, pp. 114232-114211,Oct. 2022.(SCI), (MOST 111-2221-E-019-027)

28. M.-H. Yen, H.-Y. Lu*,S.-Y. Lin, K.-H. Lu, and C.-C. Lu, “A partial-givens-rotation-based symbol detector for GSM MIMO systems: Algorithm and VLSI implementation,” IEEE Systems Journal. vol. 17, no. 4, pp. 6322-6333, Dec. 2023. (SCI), (MOST 111-2221-E-019-027)

29. M.-H. Yen, H.-Y. Lu*,S.-Y. Lin, K.-H. Lu, and C.-C. Lu, “Algorithm and VLSI architecture of a near-optimum symbol detector for QSM MIMO systems,” IEEE Access. vol. 11, pp. 144113-144125, Dec. 2023. (SCI), (MOST 111-2221-E-019-027)

30.H.-Y. Lu, M.-H. Yen, Yi-J. Li, and G.-Y. Li, “VLSI-implementation-based fast symbol detector for PQSM MIMO systems,”Journal of  VLSI Signal Processing Systems for Signal, Image, and Video Technology , June. 2024. (SCI), (MOST 111-2221-E-019-027)

31. H.-Y. Lu, S. P. Azizi, and S.-C. Cheng, “DeepEigen-Tabu: Deep eigen network assisted probabilistic Tabu search for massive MIMO detection,’’ IEEE Transactions on Vehicular Technology. vol. 73, is. 9, pp. 13292-13308,  Sep. 2024. (SCI) (NSTC 113-2221-E-019-033) 

32. M.-H. Yen, H.-Y. Lu*, G.-Y. Li, Y.-C. Xu, Yi-J. Li, and S. P. Azizi, “Flexible quadrature spatial modulation: Transmission, detection, and implementation,’’ accepted by IEEE Transactions on Circuits and Systems I: Regular Papers, Jan. 2025. (SCI) (NSTC 113-2221-E-019-033) 

33. S. P. Azizi, H.-Y. Lu, and S.-C. Cheng, “Intelligent detection for RIS-assisted MIMO systems: A first-and-second momentum approach,’’ accepted by IEEE Wireless Commun. Letters,  Feb. 2025, (SCI),  (NSTC 113-2221-E-019-033) 

34. H.-Y. Lu, S. P. Azizi, and S.-C. Cheng, “Deep-sor detection for massive MIMO systems,’’ accepted by AEUE - International Journal of Electronics and Communications, Apr. 2025. (SCI),  (NSTC 113-2221-E-019-033)

H.-Y. Lu* : Corresponding author

B.研討會論文
1. H.-Y. Lu and W.-H. Fang, “A hybrid of space time coding and orthogonal zero padding,”in Proc. of IEEE Vehicular Technology Conf . (VTC), pp.405-409, Italy, May, 2004.　(EI)

2. H.-Y. Lu and W.-H. Fang, W.-S. Yang, “Decision aided MMSE/SIC multiuser detection for DS/CDMA systems,” in Proc. of IEEE Circuits and Systems: Frontiers of Mobile and Wireless Communications , pp. 795-798, Shanghi, China, June, 2004.

3. H.-Y. Lu and W.-H. Fang, “Joint frequency offset estimation and multiuser detection using genetic algorithm in MC-CDMA,”in Proc. of IEEE Circuits and Systems (ISCAS), pp. 1726-1729, Kobe, Japan, May, 2005.　(EI)

4. J.-Y. Chung; W.-H. Fang; H.-Y. Lu; W.-S. Yang, “Layered space-time MUD with adaptive group order successive interference cancellation,” in Proc. of IEEE Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications (MAPE), pp.1162 – 1165, Peijing, China, Aug., 2005.

5. H.-Y. Lu and W.-H. Fang, “Soft information assisted linear space-time multiuser detection for multipath CDMA,”in Proc. of IEEE Wireless Communications and Networking Conference (WCNC), pp. 917-921, Hong Kong, Mar., 2007.　(EI)

6. H.-Y. Lu and W.-H. Fang, “Partial soft group layered space-time MUD in MIMO CDMA systems,”in Proc. of IEEE Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications (MAPE), pp. 1159-1162, Hangzhou, China, Aug., 2007.

7. H.-Y. Lu and W.-H. Fang, “Heterogeneous information aided semiblind group MUD for MIMO MC-CDMA systems,”in Proc. of IEEE Vehicular Technology Conf. (VTC), pp. 730-734, Baltimore, USA, Oct., 2007.　(EI)

8. K.-C. Huang, W.-H. Fang, H.-Y. Lu, and Y.-T. Chen, “Joint generalized antenna combination and symbol detection based on minimum bit error rate: A particle swarm optimization approach,”in Proc. of IEEE Vehicular Technology Conf.(VTC), pp. 252-256, Singapore, May, 2008.　(EI)

9. Y.-P. Tu, W.-H. Fang, and H.-Y. Lu, “Iterative multiuser detection with soft interference cancellation for multirate MC-CDMA systems,”in Proc. IEEE Vehicular Technology Conf. (VTC), Singapore, pp. 708-712, May, 2008.　(EI)

10. K.-C. Huang, W.-H. Fang, and H.-Y. Lu, “A Genetic approach for joint receive antenna selection and symbol detection in the multiuser MIMO Systems,”in Proc. of IEEE International Conference Wireless Communications, Networking and Mobile Computing (WiCom), Dalian, China, pp.1-5, Oct., 2008.　(EI)

11. H.-Y. Lu, Y.-P. Tu, W.-H. Fang, and K.-C. Huang, “A low complexity iterative groupwise soft multiuser detection for multirate MCCDMA,”in Proc. of IEEE International Conference Wireless Communications, Networking and Mobile Computing (WiCom), Dalian, China, pp.1-5, Oct., 2008.　(EI)

12. H.-Y. Lu and W.-H. Fang, “Space-time multiuser detection with alternating soft interference cancellation in highly loaded CDMA systems,”in Proc. of IEEE International Conference Asia Pacific Conference on Circuits and Systems (APCCAS), pp. 422~425, Macao, China, Dec., 2008.　(EI)

13. W.-S. Yang, Kuan-Yu Chen, W.-H. Fang , and H.-Y. Lu, “A cross decision feedback GSC-based Capon multiuser receiver for space-time block coded CDMA systems,”in Proc. of IEEE International Conference Asia Pacific Conference on Circuits and Systems (APCCAS), pp. 598~601, Macao, China, Dec., 2008.　(EI)

14. Y.-P. Tu, W.-H. Fang, and H.-Y. Lu, “Alternating multiuser detection with iterative soft interference cancellation for highly loaded dual-signaling MIMO CDMA systems,”in Proc. of IEEE Personal, Indoor and Mobile Radio Communications Symposium(PIMRC), pp. 1~5, Tokyo, Japan, Sep., 2009.(EI) 　(NSC 98-2221-E-019-069)

15. C.-H. Yang and H.-Y. Lu, “Group decision aided multiuser detection for overloaded multirate CDMA,” in Proc. of IEEE Information, Communications and Signal Processing(ICICS), pp. 1~5, Macau, Dec., 2009.　(EI)　(NSC 98-2221-E-019-069)

16.H.-Y. Lu and J.-C. Chien, “Multi-signaling detectors for combined STBC and SM in MIMO CDMA systems,”in Proc. of IEEE VTS Asia Pacific Wireless Communications Symposium(APWCS), Kaohsiung, pp. 1~5, May, 2010.　(NSC 98-2221-E-019-069)

17. C.-H. Tseng, C.-F. Lin, F.-S. Lu, H.-S. Hung, T.-D. Wu, H.-Y. Lu, and S.-H. Chang, “Frequency-domain channel estimation for nonlinear multicarrier underwater communication systems,”in Proc. of IEEE OCEAN'10, pp. 1-5, Sydney, May, 2010.　(EI)

18. C.-F. Lin, C. C. Lee, S. H. Lai, S.-H. Chang, C.-H. Tseng, T.-D. Wu, H.-Y. Lu, H.-S. Hung, F.-S. Lu, “Direct mapping OFDM-based transmission scheme for underwater acoustic multimedia,”in Proc. of IEEE Int. Sym. on Parallel and Distri. Proc. with Appl., (ISPA) , pp.421-424, Taiwan. Apr, 2010.

19.洪賢昇、盧晃瑩、林建銘, “以OFDM-MIMO為主的水下聲傳之過負載多使用者偵測,”第三十二屆海洋工程研討會, Nov. 2010.

20.H.-Y. Lu, H.-S. Hung, C.-F. Lin, C.-H. Tseng, and Y.-Y. Chen, “Low-complexity spatial-frequency-time-domain MMSE multiuser detectors for MC DS-CDMA,”in Proc. of IEEE International  Conference on Communications and Technology(ICCT), pp. 1-4, Nanjing, Nov. 2010.　(EI)　(NSC 99-2221-E-019-026)

21.H.-Y. Lu and C.-H. Huang, “A two-stage particle swarm optimization based cooperative transmit beamforming for multiuser MIMO systems,”in Proc. of IEEE International  Conference on Communications and Technology(ICCT), pp. 1-4, Nanjing, Nov. 2010.(EI)　(NSC 99-2221-E-019-026)

22.H.-Y. Lu and M.-J. Yang, “Embedded PSO/PIU based cooperative transmit beamforming for multiuser MIMO systems,”in Proc. of International Conference on Systems and Informatics(ICSAI), pp. 1-4, Yantai, May. 2012.　(EI)　(NSC 100-2221-E-019-051)

23.H.-Y. Lu and M.-J. Yang,, “Multiuser detection assisted near-real-time symbol transmission for relay CDMA systems,”in Proc. of International Conference on Systems and Informatics(ICSAI), pp. 1-4, Yantai, May. 2012.　(EI)　(NSC 100-2221-E-019-051)

24.洪賢昇、盧晃瑩、林建銘, “基因演算法於時空編碼/空間多工系統之天線選擇與功率分配,” 2011 全國電信研討會。

25. H.-Y. Lu,“Three-domain multiuser detector for multi-carrier DS-CDMA systems,” 2012 全國電信研討會。(NSC 100-2221-E-019-051)

26. H.-Y. Lu and C.-H. Jian,“Particle swarm optimization assisted robust adaptive beamforming,” in Proc. of IEEE VTS Asia Pacific Wireless Communications Symposium(APWCS), Seoul, Korea, 5 pages, Aug, 2013.　(NTOU-101-002)

27. H.-Y. Lu and I-Hsuan Lai, “One-user/One-group soft-decision aided multiuser detection for 2D spread MC DS-CDMAs,”in Proc. of International Conference Wireless Communications, Networking and Mobile Computing (WiCom), 6 pages, Beijing, China, Sep., 2013.　(EI)　(NTOU-101-002)

28. H.-Y. Lu and Y.-Y. Chen, “Reliable decision-aided multiuser detection for relay communication system,”in Proc. of The 1st International Conference on Intelligent Green Building & Smart Grid (IGBSG), 4 pages, Taipei, Taiwan, Sep. 2014.

29. H.-Y. Lu, "Soft decision error assisted layered multiuser detectors for MIMO 2D spread MC DS-CDMAs," in Proc. of IEEE Vehicular Technology Conf. (VTC), 5 pages, Vancouver, Canada, Sep. 2014. (EI) (NSC 102-2221-E-019 -002)

30. H.-Y. Lu and Xuan He, “Two-stage-ranking assisted symbol detection for massive MIMO systems,” in Proc. of IEEE Internaltional Conf. Signal and Image Processing . (ICSIP), pp.519-523, Beijing, China, Aug. 2016.

31. Bo-S. Chen, H.-Y. Lu, and M.-H. Yen “Fast group detection schemes for massive MIMOs,” in Proc. of IEEE VTS Asia Pacific Wireless Communications Symposium(APWCS), Tokyo, Japan, 5 pages, Aug. 2016.

32. B.-S. Chen, R.-Y. Huang, H.-Y. Lu, M.-H. Yen, S.-H. Chang, and I. A. Parinov“Fast symbol detection for massive G-STBC MIMOs,” in Proc. of IEEE OCEANS17, 5 pages, Aberdeen, June 2017.　(MOST 105-2923-E-022 -001-MY3)

33. R.-Y. Huang, H.-Y. Lu, H.-S. Hung,and,“Fast widely symbol detection for MIMO systems,” in Proc. of IEEE Vehicular Technology Conf .(VTC),5 pages, Porto,Portugal,June.2018. (EI)

34. X.-Q. Wang.H.-s Hung,and H.-Y. Lu,“A novel two-stage fusion detector based on maximum ratio combining and max-log rules,” in Proc. of 2018 3rd Int. Conf. on Information and Network Technologies, 5 pages,Osaka, Japan, May 2018.

35. Z.-S. Lin, H.-S. Hung, H.-Y. Lu,“A two-stage spatial spectrum sensing scheme based on angle of arrival estimation,” in Proc. of Int. Conf. on AI in Information and Commun. (ICAIIC), 5 pages, Okinanwa, Japan, Feb. 2019.

36. H.-Y. Lu C.-Y. Cheng, S.-C. Cheng, W.-C. Lo, Yu-H. Cheng, F.-H. Nan, and S.-H. Chang, “A low-cost buoy system with artificial intelligence (AI) for offshore aquaculture,” in Proc. of Int. Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), . 2 pages, Hualien, Taiwan, Nov. 2021.

37. C.-Y. Cheng, C.-C. Chang, H.-Y. Lu,S.-C. Cheng, F.-H. Nan, C.-S. Tang, Z.-W. Hua, W.-Yi Lin, and H.-J. Yu, “Design of a feeding system for cage aquaculture based on IoT and AI technology,” in Proc. of Int. Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2 pages, Hualien, Taiwan, Nov. 2021.

38. S. P. Azizi, S.-C. Chang, and H.-Y. Lu,“Deep learning detection for massive MIMO systems,” in Proc. of 2023 International Symposium on Communications and Information Technologies (ISCIT), 5 pages, Sydney, Australia. Oct. 2023.

39. Yi.-Cheng H, M.-H. Yen, and H.-Y. Lu,“A single-weight neural network for MIMO signal detection: algorithm and implementation ,” in Proc. of the 10th International Conference on Engineering and Emerging Technologies (ICEET), 5 pages, Dubai, UAE . Dec. 2024.

40. S. Pourmohammad Azizi, S.-C. Cheng, and H.-Y. Lu, “Massive MIMO Symmetric SOR Neural Detector,” in Proc. of IEEE Vehicular Technology Conf. (VTC), 6 pages, Oslu, June 2025.  (EI) 

C.事務參與

1. Member:
(1) IEEE Vehicular Technology Society (2011)
(2) The Institute of Electronics, Information and Communication Engineers (IEICE), (2005 ~ 2011)

2. Reviewer: (2009 ~ …)

Journal:
(1) IEEE Communicatins Letters
(2) IEEE Trans. Vehicular Technology
(3) Journal of the Chinese Institute of Engineers (JCIE)
(4) IEEE Trans. on Communications
(5) Int. J. Antenna Propagation
(6) Wireless Personal Communications
(7) IET Communications
(8) J. of Marine Science and Technology (JMST)

Conference:
(1)全國電信研討會
(2) International Conference on Intelligent Computing
(3) IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS)
(4) IEEE Vehicular Technology Conference (VTC)
(5) IEEE ICSAI
(6) IEEE International Conference on Communication and Technology (ICCT)
(7) IEEE Wireless Commun. and Networking Conf. (WCNC)

3.Session chair:
(1) 12th IEEE International Conference on Communication and Technology
(2) 2016 IEEE International Conference on Signal and Image Processing

4.論文口試委員:

博士班:

• 台灣海洋大學電機研究所

• 中原大學電機研究所

碩士班:

• 台灣海洋大學電機研究所

• 台灣科技大學電子研究所

• 華梵大學電子研究所

• 明志科技大學電機研究所

D.專利

(1) 中文名稱: 監測船, 新型M-626223, 2022/5/1~2031/8/23
(英文名稱: MONITORING BOAT )

(2) 中文名稱: 智能浮標, 新型M-625369, 2022/4/11~2031/8/23
(英文名稱: ARTIFICIAL INTELLIGENCE BUOY )

E.執行計劃