Wissenschaftliche Artikel

Brandmayr, G., Hartmann, M., Fürbass, F., Matz, G., Samwald, M., Kluge, T., & Dorffner, G. (2022). Relational local electroencephalography representations for sleep scoring. Neural Networks, 154, 310–322. https://doi.org/10.1016/j.neunet.2022.07.020 ( reposiTUm)
Dittrich, T., & Matz, G. (2020). Signal Processing on Signed Graphs: Fundamentals and Potentials. IEEE Signal Processing Magazine, 37(6), 86–98. https://doi.org/10.1109/msp.2020.3014060 ( reposiTUm)
Berger, P., Hannak, G., & Matz, G. (2020). Efficient graph learning from noisy and incomplete data. IEEE Transactions on Signal and Information Processing over Networks, 6, 105–119. https://doi.org/10.1109/tsipn.2020.2964249 ( reposiTUm)
Meidlinger, M., Matz, G., & Burg, A. (2020). Design and Decoding of Irregular LDPC Codes Based on Discrete Message Passing. IEEE Transactions on Communications, 68(3), 1329–1343. https://doi.org/10.1109/tcomm.2019.2944159 ( reposiTUm)
Pichler, G., Piantanida, P., & Matz, G. (2018). Dictator Functions Maximize Mutual Information. Annals of Applied Probability, 28(5). https://doi.org/10.1214/18-aap1384 ( reposiTUm)
Hannak, G., Perelli, A., Goertz, N., Matz, G., & Davies, M. E. (2018). Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing. IEEE Journal of Selected Topics in Signal Processing, 12(5), 857–870. https://doi.org/10.1109/jstsp.2018.2850754 ( reposiTUm)
Pichler, G., Piantanida, P., & Matz, G. (2018). Distributed Information-Theoretic Clustering. IEEE Transactions on Information Theory, 11(1), 137–166. https://doi.org/10.1093/imaiai/iaab007 ( reposiTUm)
Ghanaatian, R., Balatsoukas-Stimming, A., Müller, T. C., Meidlinger, M., Matz, G., Teman, A., & Burg, A. (2018). A 588-Gb/s LDPC Decoder Based on Finite-Alphabet Message Passing. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 26(2), 329–340. https://doi.org/10.1109/tvlsi.2017.2766925 ( reposiTUm)
Berger, P., Gröchenig, K., & Matz, G. (2018). Sampling and Reconstruction in Distinct Subspaces Using Oblique Projections. Journal of Fourier Analysis and Applications, 25(3), 1080–1112. https://doi.org/10.1007/s00041-018-9620-8 ( reposiTUm)
Berger, P., Hannak, G., & Matz, G. (2017). Graph Signal Recovery via Primal-Dual Algorithms for Total Variation Minimization. IEEE Journal of Selected Topics in Signal Processing, 11(6), 842–855. https://doi.org/10.1109/jstsp.2017.2726978 ( reposiTUm)
Layer, T., Blaickner, M., Knäusl, B., Georg, D., Neuwirth, J., Baum, R. P., Schuchardt, C., Wiessalla, S., & Matz, G. (2015). PET image segmentation using a Gaussian mixture model and Markov random fields. EJNMMI Physics. https://doi.org/10.1186/s40658-015-0110-7 ( reposiTUm)
Castiglione, P., & Matz, G. (2014). Energy-Neutral Source-Channel Coding with Battery and Memory Size Constraints. IEEE Transactions on Communications, 62(4), 1373–1381. http://hdl.handle.net/20.500.12708/157628 ( reposiTUm)
Schwandter, S., Graell i Amat, A., & Matz, G. (2014). Spatially-Coupled LDPC Codes for Decode-and-Forward Relaying of Two Correlated Sources over the BEC. IEEE Transactions on Communications, 62(4), 1324–1337. https://doi.org/10.1109/tcomm.2014.020514.130317 ( reposiTUm)
Matz, G., Bölcskei, H., & Hlawatsch, F. (2013). Time-Frequency Foundations of Communications: Concepts and Tools. IEEE Signal Processing Magazine, 30(6), 87–96. https://doi.org/10.1109/msp.2013.2269702 ( reposiTUm)
Xaver, F., Gerstoft, P., Matz, G., & Mecklenbräuker, C. (2013). Analytic Sequential Weiss-Weinstein Bounds. IEEE Transactions on Signal Processing, 61(20), 5049–5062. https://doi.org/10.1109/tsp.2013.2273886 ( reposiTUm)
Novak, C., Matz, G., & Hlawatsch, F. (2013). IDMA for the Multiuser MIMO-OFDM Uplink: A Factor Graph Framework for Joint Data Detection and Channel Estimation. IEEE Transactions on Signal Processing, 61(16), 4051–4066. http://hdl.handle.net/20.500.12708/156284 ( reposiTUm)
Hrycak, T., Das, S., & Matz, G. (2012). Inverse methods for reconstruction of channel taps in OFDM systems. IEEE Transactions on Signal Processing, 60(5), 2666–2671. https://doi.org/10.1109/tsp.2012.2187522 ( reposiTUm)
Roger, S., Gonzalez, A., Almenar, V., & Matz, G. (2012). An efficient fixed-complexity sphere decoder with quantized soft outputs. IEEE Communications Letters, 16(11), 1828–1831. https://doi.org/10.1109/lcomm.2012.091712.121702 ( reposiTUm)
Reise, G., Matz, G., & Gröchenig, K. (2012). Distributed Field Reconstruction in Wireless Sensor Networks Based on Hybrid Shift-Invariant Spaces. IEEE Transactions on Signal Processing, 60(10), 5426–5439. https://doi.org/10.1109/tsp.2012.2205918 ( reposiTUm)
Xaver, F., Matz, G., Gerstoft, P., & Mecklenbräuker, C. (2011). Localization of acoustic sources using a decentralized particle filter. EURASIP Journal on Wireless Communications and Networking, 2011(94). https://doi.org/10.1186/1687-1499-2011-94 ( reposiTUm)
Tauböck, G., Hampejs, M., Svac, P., Matz, G., Hlawatsch, F., & Grochenig, K. (2011). Low-complexity ICI/ISI equalization in doubly dispersive multicarrier systems using a decision-feedback LSQR algorithm. IEEE Transactions on Signal Processing, 59(5), 2432–2436. https://doi.org/10.1109/tsp.2011.2113181 ( reposiTUm)
Hofer, B., Povazay, B., Hermann, B., Rey, S., Kajic, V., Tumlinson, A., Powell, K., Matz, G., & Drexler, W. (2011). Artefact reduction for cell migration visualization using spectral domain optical coherence tomography. Journal of Biophotonics, 4(5), 355–367. http://hdl.handle.net/20.500.12708/163107 ( reposiTUm)
Hrycak, T., Das, S., Matz, G., & Feichtinger, H. G. (2011). Practical Estimation of Rapidly Varying Channels for OFDM Systems. IEEE Transactions on Communications, 59(11), 3040–3048. https://doi.org/10.1109/tcomm.2011.082111.110075 ( reposiTUm)
Maurer, J., Jalden, J., Seethaler, D., & Matz, G. (2011). Vector Perturbation Precoding Revisited. IEEE Transactions on Signal Processing, 59(1), 315–328. https://doi.org/10.1109/tsp.2010.2084083 ( reposiTUm)
Wübben, D., Seethaler, D., Jaldén, J., & Matz, G. (2011). Lattice reduction - A survey with applications in wireless communications. IEEE Signal Processing Magazine, 28(3), 70–91. http://hdl.handle.net/20.500.12708/163108 ( reposiTUm)
Fertl, P., Jalden, J., & Matz, G. (2011). Performance Assessment of MIMO-BICM Demodulators Based on Mutual Information. IEEE Transactions on Signal Processing, 60(3), 1366–1382. https://doi.org/10.1109/tsp.2011.2177823 ( reposiTUm)
Hofer, B., Považay, B., Unterhuber, A., Wang, L., Hermann, B., Rey, S., Matz, G., & Drexler, W. (2010). Fast dispersion encoded full range optical coherence tomography for retinal imaging at 800 nm and 1060 nm. Optics Express, 18(5), 4898. https://doi.org/10.1364/oe.18.004898 ( reposiTUm)
Hrycak, T., Das, S., Matz, G., & Feichtinger, H. G. (2010). Low Complexity Equalization for Doubly Selective Channels Modeled by a Basis Expansion. IEEE Transactions on Signal Processing, 58(11), 5706–5719. https://doi.org/10.1109/tsp.2010.2063426 ( reposiTUm)
Fertl, P., & Matz, G. (2010). Channel Estimation in Wireless OFDM Systems With Irregular Pilot Distribution. IEEE Transactions on Signal Processing, 58(6), 3180–3194. https://doi.org/10.1109/tsp.2010.2044254 ( reposiTUm)
Jachan, M., Matz, G., & Hlawatsch, F. (2009). Vector Time-Frequency AR Models for Nonstationary Multivariate Random Processes. IEEE Transactions on Signal Processing, 57(12), 4646–4659. https://doi.org/10.1109/tsp.2009.2026600 ( reposiTUm)
Piantanida, P., Matz, G., & Duhamel, P. (2009). Outage Behavior of Discrete Memoryless Channels Under Channel Estimation Errors. IEEE Transactions on Information Theory, 55(9), 4221–4239. https://doi.org/10.1109/tit.2009.2025574 ( reposiTUm)
Matz, G., Calderbank, R., Mecklenbräuker, C., Naguib, A., & Viterbo, E. (2009). Introduction to the Issue on Managing Complexity in Multiuser MIMO Systems. IEEE Journal of Selected Topics in Signal Processing, 3(6), 906–909. https://doi.org/10.1109/jstsp.2009.2036955 ( reposiTUm)
Maurer, J., Jalden, J., Seethaler, D., & Matz, G. (2009). Achieving a Continuous Diversity-Complexity Tradeoff in Wireless MIMO Systems via Pre-Equalized Sphere-Decoding. IEEE Journal of Selected Topics in Signal Processing, 3(6), 986–999. https://doi.org/10.1109/jstsp.2009.2038210 ( reposiTUm)
Hofer, B., Považay, B., Hermann, B., Unterhuber, A., Matz, G., & Drexler, W. (2009). Dispersion encoded full range frequency domain optical coherence tomography. Optics Express, 17(1), 7. https://doi.org/10.1364/oe.17.000007 ( reposiTUm)
Kopsa, K., Artes, H., Matz, G., & Hlawatsch, F. (2007). Multiuser Space-Time Algorithms for Synchronization, Channel Estimation, and Data Detection in an Interference Monitoring System for UMTS/TDD Networks. IEEE Transactions on Communications, 55(10), 1973–1983. https://doi.org/10.1109/tcomm.2007.906431 ( reposiTUm)
Almers, P., Bonek, E., Burr, A., Czink, N., Debbah, M., Degli-Esposti, V., Hofstetter, H., Kyösti, P., Laurenson, D., Matz, G., Molisch, A. F., Oestges, C., & Özcelik, H. (2007). Survey of Channel and Radio Propagation Models for Wireless MIMO Systems. EURASIP Journal on Wireless Communications and Networking, 2007(019070). https://doi.org/10.1155/2007/19070 ( reposiTUm)
Jachan, M., Matz, G., & Hlawatsch, F. (2007). Time-Frequency ARMA Models and Parameter Estimators for Underspread Nonstationary Random Processes. IEEE Transactions on Signal Processing, 55(9), 4366–4381. https://doi.org/10.1109/tsp.2007.896265 ( reposiTUm)
Matz, G., Schafhuber, D., Grochenig, K., Hartmann, M., & Hlawatsch, F. (2007). Analysis, optimization, and implementation of low-interference wireless multicarrier systems. IEEE Transactions on Wireless Communications, 6(5), 1921–1931. https://doi.org/10.1109/twc.2007.360393 ( reposiTUm)
Matz, G., & Hlawatsch, F. (2006). Nonstationary Spectral Analysis Based on Time-Frequency Operator Symbols and Underspread Approximations. IEEE Transactions on Information Theory, VOL. 52(3), 1067–1086. http://hdl.handle.net/20.500.12708/171765 ( reposiTUm)
Hartmann, M., Matz, G., & Schafhuber, D. (2006). Wireless Multicarrier Communications via Multipulse Gabor Riesz Bases. EURASIP Journal on Applied Signal Processing, VOL. 2006, 1–15. http://hdl.handle.net/20.500.12708/171782 ( reposiTUm)
Matz, G. (2005). Statistical characterization of non-WSSUS mobile radio channels. Elektrotechnik Und Informationstechnik : E & i, VOL. 122(3), 80–84. http://hdl.handle.net/20.500.12708/171508 ( reposiTUm)
Matz, G. (2005). On non-WSSUS wireless fading channels. IEEE Transactions on Wireless Communications, VOL. 4(5), 2465–2478. http://hdl.handle.net/20.500.12708/171592 ( reposiTUm)
Schafhuber, D., & Matz, G. (2005). MMSE and Adaptive Prediction of Time-Varying Channels for OFDM Systems. IEEE Transactions on Wireless Communications, VOL. 4(2), 593–602. http://hdl.handle.net/20.500.12708/171560 ( reposiTUm)

Beiträge in Tagungsbänden

Reingruber, P., & Matz, G. (2025). Tight local graph Fourier frames with finite support. In 2024 58th Asilomar Conference on Signals, Systems, and Computers (pp. 990–994). IEEE. https://doi.org/10.1109/IEEECONF60004.2024.10943011 ( reposiTUm)
Kalodikis, D. M., & Matz, G. (2025). Graph Signal Processing for Compositional Data. In 2024 58th Asilomar Conference on Signals, Systems, and Computers (pp. 413–417). IEEE. https://doi.org/10.1109/IEEECONF60004.2024.10942632 ( reposiTUm)
Reingruber, P., & Matz, G. (2025). Efficient quantization and denoising using local graph Fourier frames. In ICASSP 2025 : 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India. IEEE. https://doi.org/10.34726/9859 ( reposiTUm)
Matz, G. (2024). On Generalized Signature Graphs. In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 13336–13340). https://doi.org/10.1109/ICASSP48485.2024.10446569 ( reposiTUm)
Hofer, M., Löschenbrand, D., Pasic, F., Radovic, D., Rainer, B., Blumenstein, J., Mecklenbräuker, C., Sangodoyin, S., Hammoud, H., Matz, G., Molisch, A., & Zemen, T. (2024). Similarity of Wireless Multiband Propagation in Urban Vehicular-to-Infrastructure Scenarios. In 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Valencia, Spain. https://doi.org/10.1109/PIMRC59610.2024.10817364 ( reposiTUm)
Matz, G., Verardo, C., & Dittrich, T. (2023). Efficient Learning of Balanced Signature Graphs. In IEEE Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE ICASSP 2023, Rhodos, Greece. https://doi.org/10.1109/ICASSP49357.2023.10095989 ( reposiTUm)
Dittrich, T., & Matz, G. (2022). A Linearly Constrained Power Iteration for Spectral Semi-Supervised Classification on Signed Graphs. In 2022 IEEE Data Science and Learning Workshop (DSLW) (pp. 1–6). https://doi.org/10.1109/DSLW53931.2022.9820404 ( reposiTUm)
Matz, G., & Dittrich, T. (2022). Signature Graphs - Fundamentals, Learning, and Clustering. In 2022 56th Annual Asilomar Conference on Signals, Systems, and Computers (pp. 235–239). IEEE. https://doi.org/10.1109/IEEECONF56349.2022.10052105 ( reposiTUm)
Dittrich, T., & Matz, G. (2021). Unsupervised Clustering on Signed Graphs with Unknown Number of Clusters. In 2020 28th European Signal Processing Conference (EUSIPCO). 2020 28th European Signal Processing Conference (EUSIPCO), Amsterdam, Netherlands (the). IEEE. https://doi.org/10.23919/eusipco47968.2020.9287424 ( reposiTUm)
Dittrich, T., & Matz, G. (2021). A Maximum A Posteriori Relaxation For Clustering The Labeled Stochastic Block Model. In 2021 29th European Signal Processing Conference (EUSIPCO). 29th European Signal Processing Conference (EUSIPCO), Online, Unknown. https://doi.org/10.23919/eusipco54536.2021.9616019 ( reposiTUm)
Matz, G., & Dittrich, T. (2020). Learning Signed Graphs from Data. In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain. IEEE. https://doi.org/10.1109/icassp40776.2020.9053083 ( reposiTUm)
Berger, P., Dittrich, T., & Matz, G. (2019). Clustering on Dynamic Graphs based on Total Variation. In Proceedings of the 13th International Conference on Sampling Theory and Applications (p. 4). IEEE. http://hdl.handle.net/20.500.12708/76823 ( reposiTUm)
Berger, P., Dittrich, T., Hannak, G., & Matz, G. (2019). Semi-supervised Multiclass Clustering Based on Signed Total Variation. In ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), Brighton, United Kingdom of Great Britain and Northern Ireland (the). IEEE. https://doi.org/10.1109/icassp.2019.8682448 ( reposiTUm)
Hannak, G., Perelli, A., Matz, G., Davies, M. E.-, & Görtz, N. (2018). Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing. In Proceedings iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques. international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Marseille, France. http://hdl.handle.net/20.500.12708/76403 ( reposiTUm)
Berger, P., Dittrich, T., & Matz, G. (2018). Semi-supervised clustering based on signed total variation. In Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP) (p. 5). http://hdl.handle.net/20.500.12708/77440 ( reposiTUm)
Berger, P., Buchacher, M., Hannak, G., & Matz, G. (2018). Graph Learning based on Total Variation Minimization. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (p. 5). IEEE. http://hdl.handle.net/20.500.12708/76493 ( reposiTUm)
Meidlinger, M., & Matz, G. (2017). On irregular LDPC codes with quantized message passing decoding. In IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017) (pp. 731–735). http://hdl.handle.net/20.500.12708/75893 ( reposiTUm)
Pichler, G., Piantanida, P., & Matz, G. (2017). A multiple description CEO problem with log-loss distortion. In 2017 IEEE International Symposium on Information Theory (ISIT). IEEE International Symposium on Information Theory (ISIT), Seoul, Korea (the Republic of). IEEE. https://doi.org/10.1109/isit.2017.8006500 ( reposiTUm)
Farthofer, S., & Matz, G. (2017). Finite-Blocklength Linear Superposition Coding for the Gaussian MAC with Quantized Feedback. In 11th International Conference on Signal Processing and Communication Systems (ICSPCS 2017). International Conference on Signal Processing and Communication Systems, Goldcoast, Australia, Non-EU. http://hdl.handle.net/20.500.12708/75948 ( reposiTUm)
Dittrich, T., Berger, P., & Matz, G. (2017). Semi-Supervised Spectral Clustering using the Signed Laplacian. In 51st Asilomar Conference on Signals, Systems, and Computers (p. 5). http://hdl.handle.net/20.500.12708/76399 ( reposiTUm)
Berger, P., Hannak, G., & Matz, G. (2017). Coordinate descent accelerations for signal recovery on scale-free graphs based on total variation minimization. In 2017 25th European Signal Processing Conference (EUSIPCO) (pp. 1689–1693). http://hdl.handle.net/20.500.12708/76521 ( reposiTUm)
Xaver, F., Mecklenbräuker, C., Gerstoft, P., & Matz, G. (2016). Weiss-Weinstein bounds for various priors. In 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM). IEEE Xplore. https://doi.org/10.1109/sam.2016.7569714 ( reposiTUm)
Pichler, G., Piantanida, P., & Matz, G. (2016). Distributed information-theoretic biclustering. In 2016 IEEE International Symposium on Information Theory (ISIT). IEEE International Symposium on Information Theory (ISIT), Seoul, Korea (the Republic of). IEEE. https://doi.org/10.1109/isit.2016.7541466 ( reposiTUm)
Pichler, G., Matz, G., & Piantanida, P. (2016). A Tight Upper Bound on the Mutual Information of Two Boolean Functions. In 2016 IEEE Information Theory Workshop (ITW). 2016 IEEE Information Theory Workshop (ITW), Cambridge, United Kingdom of Great Britain and Northern Ireland (the). IEEE. https://doi.org/10.1109/itw.2016.7606787 ( reposiTUm)
Jung, A., Berger, P., Hannak, G., & Matz, G. (2016). Scalable graph signal recovery for big data over networks. In 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). SPAWC 2016 - The 17th International Workshop on Signal Processing Advances in Wireless Communications, Edinburgh, United Kingdom of Great Britain and Northern Ireland (the). https://doi.org/10.1109/spawc.2016.7536869 ( reposiTUm)
Hannak, G., Mayer, M., Matz, G., & Goertz, N. (2016). Bayesian QAM demodulation and activity detection for multiuser communication systems. In 2016 IEEE International Conference on Communications Workshops (ICC). 2016 IEEE International Conference on Communications Workshops (ICC), Kuala Lumpur, Malaysia. https://doi.org/10.1109/iccw.2016.7503852 ( reposiTUm)
Farthofer, S., & Matz, G. (2016). Linear Superposition Coding for the Gaussian Broadcast Channel with Quantized Feedback. In 2016 International Symposium on Information Theory and Its Applications (ISITA 2016). International Symposium on Information Theory and Its Applications (ISITA), Monterey, United States of America (the). http://hdl.handle.net/20.500.12708/75321 ( reposiTUm)
Farthofer, S., & Matz, G. (2016). Linear Superposition Coding for the Asymmetric Gaussian MAC with Quantized Feedback. In 50th Asilomar Conference on Signals, Systems, and Computers. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, United States of America (the). http://hdl.handle.net/20.500.12708/75322 ( reposiTUm)
Hannak, G., Berger, P., Matz, G., & Jung, A. (2016). Efficient Graph Signal Recovery Over Big Networks. In 2016 50th Asilomar Conference on Signals, Systems and Computers (p. ??). http://hdl.handle.net/20.500.12708/75531 ( reposiTUm)
Pichler, G., Piantanida, P., & Matz, G. (2015). Distributed Information-Theoretic Biclustering of Two Memoryless Sources. In Proceedings of the 53rd Annual Allerton Conference on Communication, Control, and Computing. Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, United States of America (the). IEEE. http://hdl.handle.net/20.500.12708/74757 ( reposiTUm)
Farthofer, S., & Matz, G. (2015). Linear Superposition Coding for the Gaussian MAC with Quantized Feedback. In 53rd Annual Allerton Conference on Communication, Control, and Computing. Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, Non-EU. http://hdl.handle.net/20.500.12708/74724 ( reposiTUm)
Balatsoukas-Stimming, A., Meidlinger, M., Ghanaatian, R., Matz, G., & Burg, A. (2015). A fully-unrolled LDPC decoder based on quantized message passing. In 2015 IEEE Workshop on Signal Processing Systems (SiPS). SiPS 2015, Hangzhou, China, Non-EU. https://doi.org/10.1109/sips.2015.7345024 ( reposiTUm)
Hannak, G., Mayer, M., Jung, A., Matz, G., & Goertz, N. (2015). Joint channel estimation and activity detection for multiuser communication systems. In 2015 IEEE International Conference on Communication Workshop (ICCW). IEEE ICC 2015 Workshop on Massive Uncoordinated Access Protocols, London, United Kingdom of Great Britain and Northern Ireland (the). https://doi.org/10.1109/iccw.2015.7247489 ( reposiTUm)
Winkelbauer, A., & Matz, G. (2015). On Quantization of Log-Likelihood Ratios for Maximum Mutual Information. In IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2015), Stockholm, Sweden. http://hdl.handle.net/20.500.12708/74530 ( reposiTUm)
Meidlinger, M., Balatsoukas-Stimming, A., Burg, A., & Matz, G. (2015). Quantized message passing for LDPC codes. In 2015 49th Asilomar Conference on Signals, Systems and Computers. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, United States of America (the). https://doi.org/10.1109/acssc.2015.7421419 ( reposiTUm)
Winkelbauer, A., & Matz, G. (2014). Rate-Information-Optimal Gaussian Channel Output Compression. In 48th Annual Conference in Information Sciences and Systems (CISS 2014). 48th Annual Conference in Information Sciences and Systems (CISS 2014), Princeton, NJ, USA, Non-EU. http://hdl.handle.net/20.500.12708/73982 ( reposiTUm)
Winkelbauer, A., Farthofer, S., & Matz, G. (2014). The Rate-Information Trade-off for Gaussian Vector Channels. In 2014 IEEE International Symposium on Information Theory (ISIT 2014). 2014 IEEE International Symposium on Information Theory (ISIT 2014), Honolulu, HI, USA, Non-EU. http://hdl.handle.net/20.500.12708/73983 ( reposiTUm)
Schwarz, V., Hannak, G., & Matz, G. (2014). On the convergence of average consensus with generalized Metropolis-Hasting weights. In Proc. IEEE ICASSP-2014 (pp. 5442–5446). IEEE. http://hdl.handle.net/20.500.12708/73970 ( reposiTUm)
Guillaud, M., Rezaeekheirabadi, M., & Matz, G. (2014). Interference Alignment via Message-Passing. In Proc. IEEE International Conference on Communications (p. 6). http://hdl.handle.net/20.500.12708/72258 ( reposiTUm)
Meidlinger, M., Winkelbauer, A., & Matz, G. (2014). On the Relation Between the Gaussian Information Bottleneck and MSE-Optimal Rate-Distortion Quantization. In 2014 IEEE Workshop on Statistical Signal Processing (pp. 89–92). http://hdl.handle.net/20.500.12708/74087 ( reposiTUm)
Farthofer, S., Winkelbauer, A., & Matz, G. (2014). Achieving Positive Rates over AWGN Channels with Quantized Feedback and Linear Processing. In 2014 IEEE Information Theory Workshop. IEEE Information Theory Workshop (ITW), Hobart, Tasmania, Australia, Non-EU. http://hdl.handle.net/20.500.12708/74088 ( reposiTUm)
Winkelbauer, A., Matz, G., & Burg, A. (2013). Channel-Optimized Vector Quantization with Mutual Information as Fidelity Criterion. In 47th Asilomar Conference on Signals, Systems, and Computers. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, Non-EU. http://hdl.handle.net/20.500.12708/73675 ( reposiTUm)
Sánchez González, F., & Matz, G. (2013). Transmit outage pre-equalization for amplify-and-forward relay channels. In Proc. 47th Asilomar Conference on Signals, Systems, and Computers (pp. 1570–1574). http://hdl.handle.net/20.500.12708/73935 ( reposiTUm)
Graef, A., Flamm, C., Pirker, S., Baumgartner, C., Deistler, M., & Matz, G. (2013). Automatic Ictal HFO Detection for Determination of Initial Seizure Spread. In Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE (pp. 2096–2099). IEEE. http://hdl.handle.net/20.500.12708/41231 ( reposiTUm)
Schwarz, V., & Matz, G. (2013). Average consensus in wireless sensor networks: Will it blend? In 2013 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, Non-EU. IEEE. https://doi.org/10.1109/icassp.2013.6638528 ( reposiTUm)
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Artes, H., Matz, G., & Hlawatsch, F. (1999). An unbiased scattering function estimator for fast time-varying channels. In 2nd IEEE Workshop on Signal Processing Advances in Wirless Communications (SPAWC’99) (pp. 411–414). http://hdl.handle.net/20.500.12708/68317 ( reposiTUm)
Hlawatsch, F., & Matz, G. (1998). Time-frequency signal processing: A statistical perspective. In Circuits, Systems and Signal Processing (pp. 207–219). http://hdl.handle.net/20.500.12708/68318 ( reposiTUm)
Matz, G., & Hlawatsch, F. (1996). Time-frequency formulation and design of optimal detectors. In IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis (pp. 213–216). http://hdl.handle.net/20.500.12708/68327 ( reposiTUm)

Beiträge in Büchern

Matz, G., & Hlawatsch, F. (2011). Fundamentals of time-varying communication channels. In F. Hlawatsch & G. Matz (Eds.), Wireless Communications over Rapidly Time-Varying Channels (pp. 1–63). Academic Press. http://hdl.handle.net/20.500.12708/27450 ( reposiTUm)
Hlawatsch, F., & Matz, G. (2008). Time-frequency methods for non-stationary statistical signal processing. In F. Hlawatsch & F. Auger (Eds.), Time-Frequency Analysis: Concepts and Methods (pp. 279–320). ISTE and Wiley. http://hdl.handle.net/20.500.12708/26310 ( reposiTUm)
Hlawatsch, F., & Matz, G. (2005). Temps-fréquence et traitement statistique. In F. Hlawatsch & F. Auger (Eds.), Temps-fréquence: concepts et outils (pp. 289–330). Hermes Science/Lavoisier. http://hdl.handle.net/20.500.12708/24989 ( reposiTUm)

Bücher

Hlawatsch, F., & Matz, G. (Eds.). (2011). Wireless Communications over Rapidly Time-Varying Channels. Academic Press. http://hdl.handle.net/20.500.12708/23415 ( reposiTUm)

Präsentationen

Matz, G., & Kalodikis, D. M. (2024, June 24). Involution-based Graph Signal Processing [Presentation]. Graph Signal Processing Workshop 2024, Delft, Netherlands (the). ( reposiTUm)
Matz, G. (2024, September 27). Underspread Matters [Presentation]. Colloquium in Honor of Franz Hlawatsch, Wien, Austria. ( reposiTUm)
Dittrich, T., & Matz, G. (2021). Non-Convex Total Variation Minimization for Signed Graph Cut Clustering. 2021 55th Asilomar Conference on Signals, Systems, and Computers (ACSSC 2021), Pacific Grove, CA, USA, United States of America (the). http://hdl.handle.net/20.500.12708/91371 ( reposiTUm)
Matz, G. (2019). Data Science by TV on the Graph. Workshop on Mathematical Data Science, Dürnstein, Austria. http://hdl.handle.net/20.500.12708/91296 ( reposiTUm)
Burg, A., Balatsoukas-Stimming, A., Meidlinger, M., & Matz, G. (2016). Information optimized quantized message passing to enable ultra-high-speed (Tbps) LDPC decoding. Information Theory and Applications Workshop (ITA 2016), San Diego (CA), United States of America (the). http://hdl.handle.net/20.500.12708/90777 ( reposiTUm)
Graef, A., Matz, G., Pirker, S., Deistler, M., & Baumgartner, C. (2012). Ausbreitungsanalyse von epileptischen Anfällen durch automatische HFO-Detektion. Gemeinsame Jahrestagung der Österreichischen Gesellschaft für Epileptologie und der österreichischen Gesesllschaft für Klinische Neurophysiologie und Funktionelle Bildgebung, Wien, Austria. http://hdl.handle.net/20.500.12708/120144 ( reposiTUm)
Matz, G. (2011). The concept of soft channel encoding and its application in wireless relay networks. Ecole Nationale Supérieure d´Electrotechnique, d´Electronique, d´Informatique, d´Hydraulique et des Télécommunications (ENSEEIHT), Toulouse (France), EU. http://hdl.handle.net/20.500.12708/89754 ( reposiTUm)
Winkelbauer, A., & Matz, G. (2011). The Concept of Soft Channel Encoding and its Applications in Wireless Relay Networks. Joint Seminar TU München and TU Wien, Schönwag (Germany), EU. http://hdl.handle.net/20.500.12708/89666 ( reposiTUm)
Schwandter, S., Farès, H., Graell i Amat, A., & Matz, G. (2011). Error Probability Bounds for Decode-and-Forward Relaying with Correlated Sources. Joint Seminar TU München and TU Wien, Schönwag (Germany), EU. http://hdl.handle.net/20.500.12708/89734 ( reposiTUm)
Matz, G. (2010). Distributed sampling and reconstruction of non-bandlimited fields in sensor networks based on shift-invariant spaces. Gastvortrag Politecnico di Milano, Milan (Italy), EU. http://hdl.handle.net/20.500.12708/89445 ( reposiTUm)
Matz, G. (2010). LLR quantization - Principles and applications in digital communications. Gastvortrag Univ. Erlangen-Nürnberg, Erlangen (Germany), EU. http://hdl.handle.net/20.500.12708/89444 ( reposiTUm)
Matz, G. (2010). LLR quantization for coded modulation and relaying. Gastvortrag TU Delft, Delft (Netherlands), EU. http://hdl.handle.net/20.500.12708/89446 ( reposiTUm)
Maurer, J., Jaldén, J., Seethaler, D., & Matz, G. (2009). Vector Perturbation Precoding Revisited. Gastvortrag ETH Zürich, ETH Zurich, Zurich, Switzerland, Non-EU. http://hdl.handle.net/20.500.12708/89028 ( reposiTUm)
Matz, G. (2009). Vector perturbation precoding for multi-antenna multi-user systems. Gastvortrag ETH Zürich, ETH Zurich, Zurich, Switzerland, Non-EU. http://hdl.handle.net/20.500.12708/89447 ( reposiTUm)
Maurer, J., Jaldén, J., Seethaler, D., & Matz, G. (2009). Vector Perturbation Precoding Revisited. Hong Kong University of Science and Technology (HKUST), Hong Kong, Non-EU. http://hdl.handle.net/20.500.12708/89038 ( reposiTUm)
Fertl, P., Jaldén, J., & Matz, G. (2009). Capacity-Based Performance Comparison Of MIMO-BICM Demodulators. Centre Tecnològic de Telecomunicacions de Catalunya (CTTC), Barcelona, Spain, EU. http://hdl.handle.net/20.500.12708/89036 ( reposiTUm)
Fertl, P., Jaldén, J., & Matz, G. (2009). Capacity-Based Performance Comparison Of MIMO-BICM Demodulators. Hong Kong University of Science and Technology (HKUST), Hong Kong, Non-EU. http://hdl.handle.net/20.500.12708/89037 ( reposiTUm)
Novak, C., Matz, G., & Hlawatsch, F. (2008). Factor graph based receiver design for MIMO-IDMA communications. ITG-Fachgruppensitzung “Algorithmen für die Signalverarbeitung,” TU Wien, Austria. http://hdl.handle.net/20.500.12708/89025 ( reposiTUm)
Matz, G. (2008). Capacity-based performance comparison of MIMO-BICM demodulators. Gastvortrag ETH Zürich, ETH Zurich, Zurich, Switzerland, Non-EU. http://hdl.handle.net/20.500.12708/89027 ( reposiTUm)
Novak, C., Matz, G., & Hlawatsch, F. (2008). Factor Graph Based Receiver Design for MIMO-IDMA Communications. The University of Texas at Austin, Austin, Texas, USA, Non-EU. http://hdl.handle.net/20.500.12708/88904 ( reposiTUm)
Maurer, J., Jaldén, J., Seethaler, D., & Matz, G. (2008). Vector Perturbation Precoding Revisited. The University of Texas at Austin, Austin, Texas, USA, Non-EU. http://hdl.handle.net/20.500.12708/88838 ( reposiTUm)
Mecklenbräuker, C., Paier, A., Karedal, J., Czink, N., Matz, G., Hofstetter, H., Dumard, C., Zemen, T., Tufvesson, F., & Molisch, A. (2008). Analysis of time-variant channel measurements with the Lund channel sounder. Guest lecture at Norges Teknisk-Naturvitenskapelige Universitet (NTNU), Trondheim, Norge, Non-EU. http://hdl.handle.net/20.500.12708/88813 ( reposiTUm)
Hlawatsch, F., Tauböck, G., & Matz, G. (2007). Pulse-shaping multicarrier transmission over underspread fading channels: A time-frequency perspective. Joint Workshop on Coding and Communications (JWCC), St. Helena (CA), USA, Non-EU. http://hdl.handle.net/20.500.12708/88976 ( reposiTUm)
Novak, C., Matz, G., & Hlawatsch, F. (2007). A Factor Graph Framework for the Design of IDMA Receivers. MASCOT Project Meeting, Calabrien, Italien, EU. http://hdl.handle.net/20.500.12708/88713 ( reposiTUm)
Maurer, J., Jaldén, J., & Matz, G. (2007). Precoding Diversity with Imperfect Channel State Information. MASCOT Project Meeting, Calabrien, Italien, EU. http://hdl.handle.net/20.500.12708/88737 ( reposiTUm)
Fertl, P., Jaldén, J., & Matz, G. (2007). Performance Comparison of MIMO Soft-Demappers. MASCOT Project Meeting, Calabrien, Italien, EU. http://hdl.handle.net/20.500.12708/88736 ( reposiTUm)
Jaldén, J., Seethaler, D., & Matz, G. (2007). Worst- and Average-Case Complexity of LLL Lattice Reduction. MASCOT Project Meeting, Calabrien, Italien, EU. http://hdl.handle.net/20.500.12708/88770 ( reposiTUm)
Matz, G. (2007). Application of Information Geometry to Problems in Communication Theory. Joint Workshop on Coding and Communications (JWCC), St. Helena (CA), USA, Non-EU. http://hdl.handle.net/20.500.12708/88765 ( reposiTUm)
Matz, G. (2007). Characterization and Modeling of Doubly Dispersive MIMO Channels. MASCOT Project Meeting, Calabrien, Italien, EU. http://hdl.handle.net/20.500.12708/88766 ( reposiTUm)
Matz, G. (2006). Time-Frequency Analysis - The Foundation of Modern Wireless Communications. Colloquium in Honor of W. Mecklenbräuker, Wien, Österreich, Austria. http://hdl.handle.net/20.500.12708/88534 ( reposiTUm)
Matz, G. (2006). Multipulse Multicarrier Systems for Wireless Communications. DoCoMo Eurolabs, München, Deutschland, EU. http://hdl.handle.net/20.500.12708/88536 ( reposiTUm)
Matz, G. (2006). MIMO Communications and Algorithmic Number Theory. NEWCOM Department 1 Workshop, Toulouse, Frankreich, EU. http://hdl.handle.net/20.500.12708/88535 ( reposiTUm)
Matz, G. (2006). Recursive Estimation of Wireless Channels based on Training Data and Structured Correlation Learning. Technische Universität München, Austria. http://hdl.handle.net/20.500.12708/88539 ( reposiTUm)
Matz, G. (2006). Characterization and Parametric Modeling of Non-WSSUS Fading Channels. Technische Universität München, Austria. http://hdl.handle.net/20.500.12708/88538 ( reposiTUm)
Hlawatsch, F., & Matz, G. (2005). Time-frequency characterization of random time-varying communication channels. Workshop on Time-frequency methods for pseudodifferential operators, Wien, Österreich (Erwin Schrödinger Institut for Mathematical Physics), Austria. http://hdl.handle.net/20.500.12708/88550 ( reposiTUm)
Hlawatsch, F., & Matz, G. (2005). A tutorial on time-varying communication channels. Workshop Application of Time Frequency Analysis in Acoustics, Acoustics Research Institute, Wien, Österreich, Austria. http://hdl.handle.net/20.500.12708/88551 ( reposiTUm)
Jachan, M., Matz, G., & Hlawatsch, F. (2005). Linear Methods for Time-Frequency-ARMA Approximation of Time-Varying Systems. International Conference Modern Methods of Time-Frequency Analysis, Strobl, Austria, Austria. http://hdl.handle.net/20.500.12708/88341 ( reposiTUm)

Berichte

Fertl, P., Jaldén, J., & Matz, G. (2009). Performance Assessment of MIMO-BICM Demodulators based on System Capacity: Further Results (No. 09–1). http://hdl.handle.net/20.500.12708/35543 ( reposiTUm)
Gärnter, M. E., Bölcskei, H., Hong, Y., Viterbo, E., Belfiore, J.-C., Lechner, G., Burg, A., Novak, C., Hlawatsch, F., Matz, G., & Mecklenbräuker, C. (2007). Multi-user space-time code design and database of specific code constructions (D1.2.1). http://hdl.handle.net/20.500.12708/31451 ( reposiTUm)
Angelosante, D., Biglieri, E., Boche, H., Bölcskei, H., Burg, A., Coluccia, G., Fertl, P., Hlawatsch, F., Matz, G., Maurer, J., Mecklenbräuker, C., Seethaler, D., Shi, S., Studer, C., Taricco, G., Vucic, M., & Wenk, M. (2007). Baseband Transceiver Algorithms - Preliminary Version (D1.3.1). http://hdl.handle.net/20.500.12708/31453 ( reposiTUm)
Bölcskei, H., Matz, G., Mecklenbräuker, C., & Taricco, G. (2007). Second annual project review report (D5.4). http://hdl.handle.net/20.500.12708/31454 ( reposiTUm)
Artes, H., Matz, G., & Hlawatsch, F. (1998). Linear Time-varying channels. http://hdl.handle.net/20.500.12708/31019 ( reposiTUm)
Hlawatsch, F., Matz, G., Kirchauer, H., & Kozek, W. (1997). Time-frequency formulation and design of time-varying optimal filters. http://hdl.handle.net/20.500.12708/31008 ( reposiTUm)
Matz, G., & Hlawatsch, F. (1997). Time frequency transfer function calculus of time-farying linear systems based on a generalized underspread theory. http://hdl.handle.net/20.500.12708/31001 ( reposiTUm)
Matz, G., & Hlawatsch, F. (1996). Time frequency formulation and design of optimal detectors in nonstationary environments. http://hdl.handle.net/20.500.12708/31017 ( reposiTUm)

Spezialbeiträge

Matz, G., Hlawatsch, F., Schwarz, S., Zseby, T., & Fabini, J. (2024, March). Maschinelles Lernen und Telekommunikation — Eine starke Allianz. Bulletin. Alumni-Magazin der TU Wien, 56, 34–37. http://hdl.handle.net/20.500.12708/206661 ( reposiTUm)

Hochschulschriften

Matz, G. (2004). Time-varying linear systems in wireless communications [Professorial Dissertation, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/180441 ( reposiTUm)
Matz, G. (2000). A time-frequency calculus for time-varying systems and nonstationary processes with applications [Dissertation, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/186717 ( reposiTUm)