Signal Processing and Speech Communication Laboratory
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Mate Andras Toth

Room number
IEEG152
Position
External Research and Teaching Associate
Email
mate.a.toth@tugraz.at
Courses
Student Projects
PhD Theses
Publications
  • Conference paper Fuchs A., Rock J., Toth M., Meissner P. & Pernkopf F. (2021) Complex-Valued Convolutional Neural Networks for Enhanced Radar Signal Denoising and Interference Mitigation. in IEEE Radar Conference. [more info]
  • Journal article Rock J., Roth W., Toth M., Meissner P. & Pernkopf F. (2021) Resource-efficient Deep Neural Networks for Automotive Radar Interference Mitigation. in IEEE Journal on Selected Topics in Signal Processing, 15(4), p. 927-940. [more info] [doi]
  • Conference paper Toth M., Rock J., Meissner P., Melzer A. & Witrisal K. (2021) Analysis of Automotive Radar Interference Mitigation for Real-World Environments. in EuRAD 2020 - 2020 17th European Radar Conference (pp. 176-179). [more info] [doi]
  • Conference paper Toth M., Meissner P., Melzer A. & Witrisal K. (2020) Slow-Time Mitigation of Mutual Interference in Chirp Sequence Radar. in 2020 IEEE MTT-S International Conference on Microwaves for Intelligent Mobility, ICMIM 2020 (pp. 1-4). [more info] [doi]
  • Conference paper Rock J., Toth M., Meissner P. & Pernkopf F. (2020) Deep Interference Mitigation and Denoising of Real-World FMCW Radar Signals. in 2020 IEEE International Radar Conference, RADAR 2020 (pp. 624-629). [more info] [doi]
  • Conference paper Toth M., Meissner P., Melzer A. & Witrisal K. (2019) Performance comparison of mutual automotive radar interference mitigation algorithms. in 2019 IEEE Radar Conference, RadarConf 2019. [more info] [doi]
  • Conference paper Rock J., Toth M., Meissner P. & Pernkopf F. (2019) CNNs for Interference Mitigaton and Denoising in Automotive Radar Using Real World Data. in NeurIPS Workshop on Machine Learning for Autonomous Driving. [more info]
  • Conference paper Rock J., Toth M., Messner E., Meissner P. & Pernkopf F. (2019) Complex Signal Denoising for Automotive Radar using Convolutional Neural Networks. in FUSION. [more info]
  • Conference paper Toth M., Meissner P., Melzer A. & Witrisal K. (2018) Analytical Investigation of Non-Coherent Mutual FMCW Radar Interference. in 2018 15th European Radar Conference, EuRAD 2018 (pp. 71-74). [more info] [doi]