![Mengyue Tian](https://profiles-cardiff.imgix.net/attachments/3527?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Miss Mengyue Tian
Myfyriwr Ymchwil
- MengyueT@caerdydd.ac.uk
- Adeiladau'r Frenhines-Adeilad Canolog, Ystafell Ystafell C/3.10, 5 The Parade, Ffordd Casnewydd, Caerdydd, CF24 3AA
Trosolwyg
Rwy'n fyfyriwr PhD yn y Ganolfan Peirianneg Amledd Uchel (CHFE) yn yr Ysgol Peirianneg ym Mhrifysgol Caerdydd. Rwy'n cynnal fy ymchwil dan oruchwyliaeth Dr James Bell, Dr Roberto Quaglia, a'r Athro Paul J. Tasker.
Derbyniais fy ngradd baglor o Brifysgol Swyddi a Thelathrebu Xi'an, Tsieina, a dechreuais fy astudiaethau PhD ym Mhrifysgol Caerdydd yn 2020.
Ar hyn o bryd rwy'n gweithio ar brosiect o'r enw "Neural Network Model Extraction for 5G Power Amplifier Design", sy'n anelu at ddatblygu model ymddygiad cadarn ac awtomataidd ar gyfer transistorau RF y gellir eu defnyddio gan ddylunwyr mwyhadur RF.
Cyhoeddiad
2024
- Tian, M., Urvoy, J., Powell, J., Bell, J. J., Cripps, S. C., Tasker, P. and Quaglia, R. 2024. Application of the Cardiff Model for Orthogonal LMBA response prediction. Presented at: 2024 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications (PAWR), 21-24 January 2024Proceedings Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications (PAWR) 2024. IEEE pp. 17-20., (10.1109/PAWR59907.2024.10438664)
- Tian, M., Bell, J. J., Quaglia, R. and Tasker, P. J. 2024. An extraction method based on artificial neural network techniques for novel Cardiff model with reasonable extrapolation behavior. IEEE Microwave and Wireless Components Letters 34(1), pp. 5-8. (10.1109/LMWT.2023.3329979)
2023
- Yuan, W., Tian, M. and Bell, J. 2023. Implementation efficiency comparison between ANN and the Cardiff Model in ADS. Presented at: 2023 International Workshop on Integrated Nonlinear Microwave and Millimeterwave Circuits, INMMIC, 08-11 November 20232023 International Workshop on Integrated Nonlinear Microwave and Millimetre-Wave Circuits (INMMIC). IEEE pp. 1-4., (10.1109/INMMIC57329.2023.10321776)
- Tian, M., Bell, J., Azad, E., Quaglia, R. and Tasker, P. 2023. A novel Cardiff model coefficients extraction process based on artificial neural network. Presented at: 2023 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless ApplicationsED, MAY BE LINKED, Las Vegas, NV, USA, 22-25 January 20232023 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications. IEEE, (10.1109/PAWR56957.2023.10046221)
Articles
- Tian, M., Bell, J. J., Quaglia, R. and Tasker, P. J. 2024. An extraction method based on artificial neural network techniques for novel Cardiff model with reasonable extrapolation behavior. IEEE Microwave and Wireless Components Letters 34(1), pp. 5-8. (10.1109/LMWT.2023.3329979)
Conferences
- Tian, M., Urvoy, J., Powell, J., Bell, J. J., Cripps, S. C., Tasker, P. and Quaglia, R. 2024. Application of the Cardiff Model for Orthogonal LMBA response prediction. Presented at: 2024 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications (PAWR), 21-24 January 2024Proceedings Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications (PAWR) 2024. IEEE pp. 17-20., (10.1109/PAWR59907.2024.10438664)
- Yuan, W., Tian, M. and Bell, J. 2023. Implementation efficiency comparison between ANN and the Cardiff Model in ADS. Presented at: 2023 International Workshop on Integrated Nonlinear Microwave and Millimeterwave Circuits, INMMIC, 08-11 November 20232023 International Workshop on Integrated Nonlinear Microwave and Millimetre-Wave Circuits (INMMIC). IEEE pp. 1-4., (10.1109/INMMIC57329.2023.10321776)
- Tian, M., Bell, J., Azad, E., Quaglia, R. and Tasker, P. 2023. A novel Cardiff model coefficients extraction process based on artificial neural network. Presented at: 2023 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless ApplicationsED, MAY BE LINKED, Las Vegas, NV, USA, 22-25 January 20232023 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications. IEEE, (10.1109/PAWR56957.2023.10046221)
Ymchwil
Mae fy ymchwil yn canolbwyntio ar fodelu ymddygiadau aflinol dyfeisiau RF. Ar hyn o bryd, mae'r ffocws ar lunio model Caerdydd a model model rhwydwaith niwral artiffisial, gan gynnwys casglu data trwy fesuriadau tynnu llwyth.
Mae'r defnydd o fodelau ar gyfer dylunio mwyhadur pŵer mewn cymwysiadau masnachol hefyd o ddiddordeb i mi.