Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. Published

    Analog Mitigation of Frequency-Modulated Interference for Improved GNSS Reception

    Parlin, K. & Riihonen, T., Jun 2020, 2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings. Nurmi, J., Lohan, E-S., Torres-Sospedra, J., Kuusniemi, H. & Ometov, A. (eds.). IEEE, 6 p. (2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Published

    Modeling and Mitigating 5G Wireless Downlink Interferences for Low-altitude Aerial vehicles

    Wang, W., Fath, T., Valkama, M. & Lohan, E. S., Jun 2020, 2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings. Nurmi, J., Lohan, E-S., Torres-Sospedra, J., Kuusniemi, H. & Ometov, A. (eds.). IEEE, 6 p. (2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. Published

    Positioning Based on Noise-Limited Censored Path Loss Data

    Karttunen, A., Valkama, M. & Talvitie, J., Jun 2020, 2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings. Nurmi, J., Lohan, E-S., Torres-Sospedra, J., Kuusniemi, H. & Ometov, A. (eds.). IEEE, 6 p. (2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Published

    Radio-based Sensing and Indoor Mapping with Millimeter-Wave 5G NR Signals

    Barneto, C. B., Riihonen, T., Turunen, M., Koivisto, M., Talvitie, J. & Valkama, M., Jun 2020, 2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings. Nurmi, J., Lohan, E-S., Torres-Sospedra, J., Kuusniemi, H. & Ometov, A. (eds.). IEEE, 5 p. (2020 International Conference on Localization and GNSS, ICL-GNSS 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 1 May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE, p. 1713-1717 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Published

    Peer to Peer Offloading with Delayed Feedback: An Adversary Bandit Approach

    Yang, M., Zhu, H., Wang, H., Koucheryavy, Y., Samouylov, K. & Qian, H., 1 May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE, p. 5035-5039 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. Published

    5G new radio evolution towards sub-THz communications

    Tervo, O., Levanen, T., Pajukoski, K., Hulkkonen, J., Wainio, P. & Valkama, M., 1 Mar 2020, 2nd 6G Wireless Summit 2020: Gain Edge for the 6G Era, 6G SUMMIT 2020. IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Published

    Circularly Polarized Corner-Truncated and Slotted Microstrip Patch Antenna on Textile Substrate for Wearable Passive UHF RFID Tags

    Le, D., Ukkonen, L. & Björninen, T., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. IEEE, 5 p. (14th European Conference on Antennas and Propagation, EuCAP 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Published

    Gaussian mixture models for signal mapping and positioning

    Raitoharju, M., García-Fernández, F., Hostettler, R., Piché, R. & Särkkä, S., 1 Mar 2020, In : Signal Processing. 168, 107330.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Headband Antenna for Wireless Power Transfer to Millimeter-Sized Neural Implants with Minimal Misalignment Effects

    Ahmed, S., Sydänheimo, L., Ukkonen, L. & Björninen, T., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. IEEE, 4 p. (14th European Conference on Antennas and Propagation, EuCAP 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Published

    Measurements of Reflection and Penetration Losses in Low Terahertz Band Vehicular Communications

    Petrov, V., Eckhardt, J. M., Moltchanov, D., Koucheryavy, Y. & Kurner, T., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. Institute of Electrical and Electronics Engineers Inc., 5 p. (14th European Conference on Antennas and Propagation, EuCAP 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  13. Published

    Protective Coating Methods for Glove-Integrated RFID Tags - A Preliminary Study

    Khan, Z., He, H., Chen, X., Ukkonen, L. & Virkki, J., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. IEEE, 9135632. (14th European Conference on Antennas and Propagation, EuCAP 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  14. Published

    Towards Asteroid Tomography: Modellings and Measurements Using an Analogue Model

    Eyraud, C., Sorsa, L. I., Herique, A., Geffrin, J. M., Pursiainen, S. & Kofman, W., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. IEEE, 4 p. (14th European Conference on Antennas and Propagation, EuCAP 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. Published

    Comparing capacity gains of static and UAV-based millimeter-wave relays in clustered deployments

    Gapeyenko, M., Petrov, V., Moltchanov, D., Yeh, S. P., Himayat, N. & Andreev, S., 2020, 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings. IEEE, 7 p. (IEEE/CIC international conference on communications in China - workshops).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    Compressive sensed video recovery via iterative thresholding with random transforms

    Belyaev, E., Codreanu, M., Juntti, M. & Egiazarian, K., 2020, In : IET Image Processing. 14, 6, p. 1187-1200 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Constrained PSK: Energy-efficient modulation for Sub-THz systems

    Nasarre, I. P., Levanen, T. & Valkama, M., 2020, 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings. IEEE, 7 p. (IEEE/CIC international conference on communications in China - workshops).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  18. Published

    Digital Predistortion for Multiuser Hybrid MIMO at mmWaves

    Brihuega, A., Anttila, L., Abdelaziz, M., Eriksson, T., Tufvesson, F. & Valkama, M., 2020, In : IEEE Transactions on Signal Processing. 68, p. 3603-3618 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Functional electrical stimulation for facial pacing: Effects of waveforms on movement intensity and ratings of discomfort

    Ilves, M., Rantanen, V., Venesvirta, H., Lylykangas, J., Vehkaoja, A., Mäkelä, E., Verho, J., Lekkala, J., Rautiainen, M. & Surakka, V., 2020, In : Biomedical Signal Processing and Control. 60, 7 p., 101992.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Fusion enhancement for tracking of respiratory rate through intrinsic mode functions in photoplethysmography

    Pirhonen, M. & Vehkaoja, A., 2020, In : Biomedical Signal Processing and Control. 59, 11 p., 101887.

    Research output: Contribution to journalArticleScientificpeer-review

  21. E-pub ahead of print

    Multimodal subspace support vector data description

    Sohrab, F., Raitoharju, J., Iosifidis, A. & Gabbouj, M., 2020, In : Pattern Recognition. 110, 13 p., 107648.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Online Spectrogram Inversion for Low-Latency Audio Source Separation

    Magron, P. & Virtanen, T., 2020, In : IEEE Signal Processing Letters. 27, p. 306-310 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Parametric exploration of cellular swelling in a computational model of cortical spreading depression

    Genocchi, B., Cunha, A., Jain, S., Hyttinen, J., Lenk, K. & Ellingsrud, A. J., 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. IEEE, p. 2491-2495 5 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. Published

    Passive RFID-based Textile Touchpad

    He, H., Chen, X., Raivio, L., Huttunen, H. & Virkki, J., 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. IEEE, 4 p. 9135201

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  25. Published

    Reinforcement learning for improved UAV-based integrated access and backhaul operation

    Tafintsev, N., Moltchanov, D., Simsek, M., Yeh, S. P., Andreev, S., Koucheryavy, Y. & Valkama, M., 2020, 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings. IEEE, 7 p. (IEEE/CIC international conference on communications in China - workshops).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  26. Published

    Self-Supervised Light Field Reconstruction Using Shearlet Transform and Cycle Consistency

    Gao, Y., Bregovic, R. & Gotchev, A., 2020, In : IEEE Signal Processing Letters. 27, p. 1425-1429 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. E-pub ahead of print

    Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification

    Ni, X. & Huttunen, H., 2020, In : Journal of Signal Processing Systems.

    Research output: Contribution to journalArticleScientificpeer-review

  28. 2019
  29. Published

    Bayesian receiver operating characteristic metric for linear classifiers

    Hassan, S. S., Huttunen, H., Niemi, J. & Tohka, J., 1 Dec 2019, In : Pattern Recognition Letters. 128, p. 52-59 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Gamified coding: Toy robots and playful learning in early education

    Heljakka, K., Ihamaki, P., Tuomi, P. & Saarikoski, P., 1 Dec 2019, Proceedings - 6th Annual Conference on Computational Science and Computational Intelligence, CSCI 2019. IEEE, p. 800-805 6 p. 9071010

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. Published

    Optimized wake-up scheme with bounded delay for energy-efficient MTC

    Rostami, S., Lagen, S., Costa, M., DIni, P. & Valkama, M., 1 Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. IEEE, 9013534

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  32. Published

    Prototyping directional UAV-based wireless access and backhaul systems

    Gerasimenko, M., Pokorny, J., Schneider, T., Sirjov, J., Andreev, S. & Hosek, J., 1 Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. IEEE, 9014228

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  33. Published

    Closed-Loop DPD for Digital MIMO Transmitters under Antenna Crosstalk

    Brihuega, A., Abdelaziz, M., Anttila, L., Barneto, C. B. & Valkama, M., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1682-1689 8 p. 9049001. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  34. Published

    V2X Connectivity: From LTE to Joint Millimeter Wave Vehicular Communications and Radar Sensing

    Petrov, V., Fodor, G., Andreev, S., Do, H. & Sahlin, H., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1120-1124 5 p. 9048846. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  35. Published

    Fast fourier color constancy and grayness index for ISPA illumination estimation challenge

    Qian, Y., Chen, K. & Yu, H., 17 Oct 2019, ISPA 2019 - 11th International Symposium on Image and Signal Processing and Analysis. Loncaric, S., Bregovic, R., Carli, M. & Subasic, M. (eds.). IEEE, p. 352-354 3 p. (International Symposium on Image and Signal Processing and Analysis, ISPA; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  36. Published

    Towards Algebraic Modeling of GPU Memory Access for Bank Conflict Mitigation

    Ferranti, L. & Boutellier, J., 1 Oct 2019, 2019 IEEE International Workshop on Signal Processing Systems, SiPS 2019. IEEE, p. 103-108 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Published

    An approval of MPPT based on pv cell’s simplified equivalent circuit during fast-shading conditions

    Rajput, S., Averbukh, M., Yahalom, A. & Minav, T., 1 Sep 2019, In : Electronics (Switzerland). 8, 9, 14 p., 1060.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Generalization of the K-SVD algorithm for minimization of β-divergence

    Garcia-Molla, V. M., San Juan, P., Virtanen, T., Vidal, A. M. & Alonso, P., 1 Sep 2019, In : Digital Signal Processing: A Review Journal. 92, p. 47-53 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Performance analysis of single-query 6-DoF camera pose estimation in self-driving setups

    Fu, J., Pertuz, S., Matas, J. & Kämäräinen, J-K., Sep 2019, In : Computer Vision and Image Understanding. 186, p. 58-73

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    A perspective on wireless M-bus for smart electricity grids

    Masek, P., Stusek, M., Zeman, K., Mozny, R., Ometov, A. & Hosek, J., 1 Jul 2019, 2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019. Herencsar, N. (ed.). IEEE, p. 730-735 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Published

    Design and implementation of a multi-sensor newborn EEG seizure and background model with inter-channel field characterization

    Al-Sa'd, M. F. & Boashash, B., 1 Jul 2019, In : Digital Signal Processing: A Review Journal. 90, p. 71-99 29 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Input magnitude data setting in error-reduction algorithm for one-dimensional discrete phase retrieval problem

    Rusu, C. & Astola, J., 1 Jul 2019, ISSCS 2019 - International Symposium on Signals, Circuits and Systems. IEEE, 8801743

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  43. Published

    On the performance of narrow-band internet of things (NB-IoT) for delay-tolerant services

    Mozny, R., Masek, P., Stusek, M., Zeman, K., Ometov, A. & Hosek, J., 1 Jul 2019, 2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019. Herencsar, N. (ed.). IEEE, p. 637-642 6 p. (2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  44. Published

    User Experience Study of 360° Music Videos on Computer Monitor and Virtual Reality Goggles

    Holm, J., Väänänen, K. & Remans, M. M. R., 1 Jul 2019, Information Visualization - Biomedical Visualization and Geometric Modelling and Imaging, IV 2019. Banissi, E., Ursyn, A., McK. Bannatyne, M. W., Datia, N., Pires, J. M., Francese, R., Sarfraz, M., Wyeld, T. G., Bouali, F., Venturin, G., Azzag, H., Lebbah, M., Trutschl, M., Cvek, U., Muller, H., Nakayama, M., Kernbach, S., Caruccio, L., Risi, M., Erra, U., Vitiello, A. & Rossano, V. (eds.). IEEE, p. 81-87 7 p. (Proceedings of the International Conference on Information Visualisation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  45. Published

    Socially inspired relaying and proactive mode selection in mmWave vehicular communications

    Moltchanov, D., Kovalchukov, R., Gerasimenko, M., Andreev, S., Koucheryavy, Y. & Gerla, M., 1 Jun 2019, In : IEEE Internet of Things Journal. 6, 3, p. 5172-5183 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    1-D Convolutional Neural Networks for Signal Processing Applications

    Kiranyaz, S., Ince, T., Abdeljaber, O., Avci, O. & Gabbouj, M., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 8360-8364 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  47. Published

    Convex Energy Optimization of Streaming Applications for MPSoCs

    Nogues, E., Mercat, A., Arrestier, F., Pelcat, M. & Menard, D., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1557-1561 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  48. Published

    Deep Learning for Audio Signal Processing

    Purwins, H., Li, B., Virtanen, T., Schlüter, J., Chang, S. Y. & Sainath, T., 1 May 2019, In : IEEE Journal on Selected Topics in Signal Processing. 13, 2, p. 206-219 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Deep Reinforcement Learning for Financial Trading Using Price Trailing

    Zarkias, K. S., Passalis, N., Tsantekidis, A. & Tefas, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 3067-3071 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. Published

    Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 7545-7549 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Published

    Low-latency Deep Clustering for Speech Separation

    Wang, S., Naithani, G. & Virtanen, T., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 76-80 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  52. Published

    Open framework for mammography-based breast cancer risk assessment

    Pertuz, S., Torres, G. F., Tamimi, R. & Kämäräinen, J., 1 May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  53. Published

    Random Forest Oriented Fast QTBT Frame Partitioning

    Amestoy, T., Mercat, A., Hamidouche, W., Bergeron, C. & Menard, D., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1837-1841 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  54. Published

    Time Difference of Arrival Estimation of Speech Signals Using Deep Neural Networks with Integrated Time-frequency Masking

    Pertilä, P. & Parviainen, M., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 436-440 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  55. Published

    Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations

    Passalis, N., Mourgias-Alexandris, G., Tsakyridis, A., Pleros, N. & Tefas, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1483-1487 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  56. Published

    Automatic detection of water inside concrete slabs using ground penetrating radar

    Khan, M. A., Vehmas, R. & Visa, A., 1 Apr 2019, 2019 IEEE Radar Conference, RadarConf 2019. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  57. Published

    Exploiting Multipath Terahertz Communications for Physical Layer Security in beyond 5G Networks

    Petrov, V., Moltchanov, D., Jornet, J. M. & Koucheryavy, Y., 1 Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019. IEEE, p. 865-872 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  58. Published

    Convolutional low-resolution fine-grained classification

    Cai, D., Chen, K., Qian, Y. & Kämäräinen, J-K., Mar 2019, In : Pattern Recognition Letters. 119, p. 166-171

    Research output: Contribution to journalArticleScientificpeer-review

  59. Published

    Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels

    Yoo, S. K., Cotton, S. L., Sofotasios, P. C., Muhaidat, S., Badarneh, O. S. & Karagiannidis, G. K., 20 Feb 2019, 2018 IEEE Global Communications Conference. IEEE, 8647778

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  60. Published

    Improved Session Continuity in 5G NR with Joint Use of Multi-Connectivity and Guard Bandwidth

    Kovalchukov, R., Moltchanov, D., Begishev, V., Samuylov, A., Andreev, S., Koucheryavy, Y. & Samouylov, K., 20 Feb 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  61. Published

    ALMARVI System Solution for Image and Video Processing in Healthcare, Surveillance and Mobile Applications

    Al-Ars, Z., van der Vlugt, S., Jääskeläinen, P. & van der Linden, F., Jan 2019, In : Journal of Signal Processing Systems. 91, 1, p. 1-7

    Research output: Contribution to journalArticleScientificpeer-review

  62. E-pub ahead of print

    Digital Predistortion for 5G Small Cell: GPU Implementation and RF Measurements

    Pascual Campo, P., Lampu, V., Meirhaeghe, A., Boutellier, J., Anttila, L. & Valkama, M., 2019, In : Journal of Signal Processing Systems. 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  63. Published

    The Direction Cosine Matrix Algorithm in Fixed-point: Implementation and Analysis

    Meirhaeghe, A., Boutellier, J. & Collin, J., 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  64. E-pub ahead of print

    Video coding of dynamic 3D point cloud data

    Schwarz, S., Sheikhipour, N., Fakour Sevom, V. & Hannuksela, M. M., 2019, In : APSIPA Transactions on Signal and Information Processing. 12 p., e31.

    Research output: Contribution to journalArticleScientificpeer-review

  65. 2018
  66. Published

    Cascade of Boolean detector combinations

    Mahkonen, K., Virtanen, T. & Kämäräinen, J., Dec 2018, In : Eurasip Journal on Image and Video Processing. 2018, 61.

    Research output: Contribution to journalArticleScientificpeer-review

  67. Published

    Efficient Solving of Markov Decision Processes on GPUs Using Parallelized Sparse Matrices

    Sapio, A., Bhattacharyya, S. S. & Wolf, M., Dec 2018, 2018 Conference on Design and Architectures for Signal and Image Processing, DASIP 2018. IEEE COMPUTER SOCIETY PRESS, p. 13-18 6 p. (Conference on Design and Architectures for Signal and Image Processing, DASIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  68. Published

    Acoustic scene classification: An overview of dcase 2017 challenge entries

    Mesaros, A., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 411-415 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  69. Published

    An active learning method using clustering and committee-based sample selection for sound event classification

    Shuyang, Z., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 116-120 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  70. Published

    Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications

    Naithani, G., Nikunen, J., Bramslow, L. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 386-390 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  71. Published

    Multichannel NMF for source separation with ambisonic signals

    Nikunen, J. & Politis, A., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 . IEEE, p. 251-255 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  72. Published

    Time-frequency masking strategies for single-channel low-latency speech enhancement using neural networks

    Parviainen, M., Pertila, P., Virtanen, T. & Grosche, P., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 51-55 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  73. Published

    Using sequential information in polyphonic sound event detection

    Huang, G., Heittola, T. & Virtanen, T., 2 Nov 2018, 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018. IEEE, p. 291-295 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  74. Published

    Skew-t Filter and Smoother with Improved Covariance Matrix Approximation

    Nurminen, H., Ardeshiri, T., Piche, R. & Gustafsson, F., Nov 2018, In : IEEE Transactions on Signal Processing. 66, 21, p. 5618-5633

    Research output: Contribution to journalArticleScientificpeer-review

  75. Published

    Toward Efficient Execution of RVC-CAL Dataflow Programs on Multicore Platforms

    Hautala, I., Boutellier, J., Nyländen, T. & Silvén, O., Nov 2018, In : Journal of Signal Processing Systems. 90, 11, p. 1507-1517 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  76. Published

    Data-driven study of synchronous population activity in generic spiking neuronal networks: How much do we capture using the minimal model for the considered phenomena?

    Acimovic, J., Teppola, H., Mäki-Marttunen, T. M. & Linne, M-L., 29 Oct 2018, In : BMC Neuroscience. 19, Suppl 2, p. 68-69 1 p.

    Research output: Contribution to journalMeeting AbstractScientificpeer-review

  77. Published

    Deep Learning Case Study for Automatic Bird Identification

    Niemi, J. & Tanttu, J., 29 Oct 2018, In : Applied Sciences (Switzerland). 8, 11, 15 p., 2089.

    Research output: Contribution to journalArticleScientificpeer-review

  78. Published

    Eigen Posture Based Fall Risk Assessment System Using Kinect

    Tripathy, S. R., Chakravarty, K. & Sinha, A., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, Vol. 2018-July. p. 1-4 4 p. 8513263

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  79. Published

    Identification of Parkinson's Disease Utilizing a Single Self-recorded 20-step Walking Test Acquired by Smartphone's Inertial Measurement Unit

    Mehrang, S., Jauhiainen, M., Pietilä, J., Puustinen, J., Ruokolainen, J. & Nieminen, H., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 2913-2916 4 p. 8512921

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  80. Published

    The Accuracy of Atrial Fibrillation Detection from Wrist Photoplethysmography. A Study on Post-Operative Patients

    Tarniceriu, A., Harju, J., Yousefi, Z. R., Vehkaoja, A., Parak, J., Yli-Hankala, A. & Korhonen, I., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, Vol. 2018-July. p. 4844-4847 4 p. 8513197

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  81. Published

    Benchmark database for fine-grained image classification of benthic macroinvertebrates

    Raitoharju, J., Riabchenko, E., Ahmad, I., Iosifidis, A., Gabbouj, M., Kiranyaz, S., Tirronen, V., Ärje, J., Kärkkäinen, S. & Meissner, K., 1 Oct 2018, In : Image and Vision Computing. 78, p. 73-83 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  82. Published

    Guest Editorial Special Issue on Multimedia Big Data in Internet of Things

    Ma, H., Yu, S., Gabbouj, M. & Mueller, P., Oct 2018, In : IEEE Internet of Things Journal. 5, 5, p. 3405-3407 3 p., 8534720.

    Research output: Contribution to journalEditorialScientific

  83. Published

    LoTTA: Energy-Efficient Processor for Always-on Applications

    Multanen, J., Kultala, H., Jääskeläinen, P., Viitanen, T., Tervo, A. & Takala, J., Oct 2018, 2018 IEEE International Workshop on Signal Processing Systems (SiPS). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  84. Published

    Data-driven study of synchronous popula on ac vity in generic spiking neuronal networks: How much do we capture using the minimal model for the considered phenomena?

    Acimovic, J., Teppola, H., Mäki-Marttunen, T. M. & Linne, M-L., 20 Sep 2018.

    Research output: Other conference contributionPaper, poster or abstractScientific

  85. Published

    A joint target localization and classification framework for sensor networks

    Lee, K., Riggan, B. S. & Bhattacharyya, S. S., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 3076-3080 5 p. 8462641

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  86. Published

    Estimation of time-varying room impulse responses of multiple sound sources from observed mixture and isolated source signals

    Nikunen, J. & Virtanen, T., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 421-425 5 p. 8462535. ( Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  87. Published

    Low-energy graph fourier basis functions span salient objects

    Malik, J., Aytekin, C. & Gabbouj, M., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 1548-1552 5 p. 8462672

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  88. Published

    Statistical Evaluation of Visual Quality Metrics for Image Denoising

    Egiazarian, K., Ponomarenko, M., Lukin, V. & Ieremeiev, O., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 6752-6756 5 p. 8462294

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  89. Published

    2D Video Coding of Volumetric Video Data

    Schwarz, S., Hannuksela, M. M., Fakour-Sevom, V. & Sheikhi-Pour, N., 5 Sep 2018, 2018 Picture Coding Symposium, PCS 2018 - Proceedings. IEEE, p. 61-65 5 p. 8456265

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  90. Published

    Inertial Odometry on Handheld Smartphones

    Solin, A., Cortes, S., Rahtu, E. & Kannala, J., 5 Sep 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. IEEE, p. 1361-1368 8 p. 8455482

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  91. Published

    User Positioning in mmW 5G Networks Using Beam-RSRP Measurements and Kalman Filtering

    Rastorgueva-Foi, E., Costa, M., Koivisto, M., Leppänen, K. & Valkama, M., 5 Sep 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. IEEE, p. 1150-1156 7 p. 8455289

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  92. Published

    Anisotropic Spatiotemporal Regularization in Compressive Video Recovery by Adaptively Modeling the Residual Errors as Correlated Noise

    Eslahi, N. & Foi, A., 27 Aug 2018, 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2018 - Proceedings. IEEE, 8448455

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  93. Published

    Multi-source localization using a DOA Kernel based spatial covariance model and complex nonnegative matrix factorization

    Carabias-Orti, J. J., Cabanas-Molero, P., Vera-Candeas, P. & Nikunen, J., 27 Aug 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop, SAM 2018. IEEE, p. 440-444 5 p. 8448664. (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  94. Published

    Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph

    Zhang, H., Kiranyaz, S. & Gabbouj, M., 20 Aug 2018, 2018 41st International Conference on Telecommunications and Signal Processing, TSP 2018. IEEE, p. 262-268 7 p. 8441226

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  95. Published

    Performance Evaluation of UAV-Assisted mmWave Operation in Mobility-Enabled Urban Deployments

    Khosravi, Z., Gerasimenko, M., Andreev, S. & Koucheryavy, Y., 20 Aug 2018, 2018 41st International Conference on Telecommunications and Signal Processing, TSP 2018. IEEE, p. 150-153 4 p. 8441321

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  96. Published

    Improvement of GPS and BeiDou extended orbit predictions with CNNs

    Pihlajasalo, J., Leppäkoski, H., Ali-Löytty, S. & Piché, R., 10 Aug 2018, 26th European Navigation Conference, ENC 2018: Gothenburg, Sweden, 14-17 May, 2018. IEEE, p. 54-59 6 p. 8433244

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  97. Published

    Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising

    Cruz, C., Foi, A., Katkovnik, V. & Egiazarian, K., 1 Aug 2018, In : IEEE Signal Processing Letters. 25, 8, p. 1216-1220 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  98. Published

    Summarization of User-Generated Sports Video by Using Deep Action Recognition Features

    Tejero-de-Pablos, A., Nakashima, Y., Sato, T., Yokoya, N., Linna, M. & Rahtu, E., Aug 2018, In : IEEE Transactions on Multimedia. 20, 8, p. 2000-2011

    Research output: Contribution to journalArticleScientificpeer-review

  99. Published

    Adjusting university education with workspace training and self-education

    Henno, J., Jaakkola, H. & Makela, J., 28 Jun 2018, 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2018. IEEE, p. 701-708 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  100. Published

    Role of the user in information systems development

    Jaakkola, H., Thalheim, B., Henno, J., Mäkelä, J. & Keto, H., 28 Jun 2018, 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2018. IEEE, p. 625-632 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  101. Published

    Full-duplex radio technology for simultaneously detecting and preventing improvised explosive device activation

    Riihonen, T., Korpi, D., Turunen, M. & Valkama, M., 27 Jun 2018, 2018 International Conference on Military Communications and Information Systems, ICMCIS 2018. IEEE, p. 1-4 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  102. Published

    Stabilization to trajectories for parabolic equations

    Phan, D. & Rodrigues, S. S., 1 Jun 2018, In : Mathematics of Control, Signals, and Systems. 30, 2, 11.

    Research output: Contribution to journalArticleScientificpeer-review

  103. Published

    Delay-Accuracy Trade-off in Opportunistic Time-of-Arrival Localization

    Daniel, O., Wymeersch, H. & Nurmi, J., Jun 2018, In : IEEE Signal Processing Letters. 25, 6, p. 763-767

    Research output: Contribution to journalArticleScientificpeer-review

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