Signal Processing and Speech Communication Laboratory
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Mate Andras Toth

Room number
IEEG152
Telephone number
  • office: +43 316 873 - 4367
Email
mate.a.toth@tugraz.at
Student Projects
PhD Theses
Publications
  • Conference paper Oswald C., Toth M., Meissner P. & Pernkopf F. (2023) Angle-Equivariant Convolutional Neural Networks for Interference Mitigation in Automotive Radar. in 20th European Radar Conference (pp. 135-138). [more info] [doi]
  • Conference paper Oswald C., Toth M., Meissner P. & Pernkopf F. (2023) End-to-End Training of Neural Networks for Automotive Radar Interference Mitigation. in 2023 IEEE International Radar Conference. [more info] [doi]
  • 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.. [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 17th European Radar Conference (pp. 176-179). [more info] [doi]
  • Patent Melzer A., Meissner P. & Toth M. (2020) System and Method for Determining Interference in a Radar System.. [more info]
  • Patent Meissner P., Toth M., Rock J., Pernkopf F. & Messner E. (2020) FMCW RADAR MIT STÖRSIGNALUNTERDRÜCKUNG MITTELS KÜNSTLICHEM NEURONALEN NETZ.. [more info]
  • Patent パウル マ., アレクサンダー メ. & Toth M. (2020) 妨害信号抑圧を行うＦＭＣＷレーダー.. [more info]
  • 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 (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 (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.. [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.. [more info]
  • Conference paper Toth M., Meissner P., Melzer A. & Witrisal K. (2018) Analytical Investigation of Non-Coherent Mutual FMCW Radar Interference. in 15th European Radar Conference (pp. 71-74). [more info] [doi]