Radio Network Optimization for Heterogeneous Machine Connectivity

  • 21 Conference article in proceedings
  • 4 Article

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  • 2023

    Channel Charting with Angle-Delay-Power-Profile Features and Earth-Mover Distance

    Al-Tous, H., Kazemi, P., Studer, C. & Tirkkonen, O., 7 Mar 2023, 56th Asilomar Conference on Signals, Systems and Computers, ACSSC 2022. Matthews, M. B. (ed.). IEEE, p. 1195-1201 7 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2022-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    7 Citations (Scopus)
    147 Downloads (Pure)
  • 2022

    Binary Subspace Chirps

    Pllaha, T., Tirkkonen, O. & Calderbank, R., 1 Dec 2022, In: IEEE Transactions on Information Theory. 68, 12, p. 7735-7752 18 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

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    8 Citations (Scopus)

  • Channel Charting Aided Pilot Allocation in Multi-Cell Massive MIMO mMTC Networks

    Ribeiro, L., Leinonen, M., Rathnayaka, I., Al-Tous, H. & Juntti, M., 2022, 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022. IEEE, 5 p. (IEEE International Workshop on Signal Processing Advances in Wireless Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    7 Citations (Scopus)
    87 Downloads (Pure)

  • Dual-mode Ultra Reliable Low Latency Communications for Industrial Wireless Control

    Zhou, L., Tirkkonen, O., Parts, U., Khosravirad, S. R., Baracca, P., Korpi, D. & Uusitalo, M., 2022, 2022 IEEE 95th Vehicular Technology Conference - Spring, VTC 2022-Spring - Proceedings. IEEE, 7 p. (IEEE Vehicular Technology Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    57 Downloads (Pure)

  • Low-Complexity Grassmannian Quantization Based on Binary Chirps

    Pllaha, T., Heikkila, E., Calderbank, R. & Tirkkonen, O., 16 May 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. IEEE, p. 1105-1110 6 p. (IEEE Wireless Communications and Networking Conference; vol. 2022-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    3 Citations (Scopus)
    78 Downloads (Pure)

  • Static Reflecting Surface Based on Population-level Optimization

    Al-Tous, H. & Tirkkonen, O., Feb 2022, 2021 IEEE Global Communications Conference (GLOBECOM). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    114 Downloads (Pure)

  • User-Side Indoor Localization Using CSI Fingerprinting

    Kazemi, P., Al-Tous, H., Studer, C. & Tirkkonen, O., 2022, 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022. IEEE, 5 p. (SPAWC; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    86 Downloads (Pure)
  • 2021

    Best Beam Prediction in Non-Standalone mm Wave Systems

    Ponnada, T., Kazemi, P., Al-Tous, H., Liang, Y.-C. & Tirkkonen, O., 28 Jul 2021, 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). IEEE, p. 532-537 6 p. 9482504. (European conference on networks and communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    9 Citations (Scopus)
    231 Downloads (Pure)

  • Channel Charting Based Beam SNR Prediction

    Kazemi, P., Ponnada, T., Al-Tous, H., Liang, Y.-C. & Tirkkonen, O., 28 Jul 2021, 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). IEEE, p. 72-77 6 p. 9482548. (European conference on networks and communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    9 Citations (Scopus)
    194 Downloads (Pure)

  • CSI Quantization for FDD Massive MIMO Communication

    Vehkalahti, R., Liao, J., Pllaha, T., Han, W. & Tirkkonen, O., 15 Jun 2021, Proceedings of 93rd IEEE Vehicular Technology Conference, VTC 2021. IEEE, 5 p. 9449010. (IEEE Vehicular Technology Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    3 Citations (Scopus)
    152 Downloads (Pure)

  • Exploiting Spatial Correlation for Pilot Reuse in Single-Cell mMTC

    Ribeiro, L., Leinonen, M., Al-Tous, H., Tirkkonen, O. & Juntti, M., 22 Oct 2021, Proceedings of the IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2021. IEEE, p. 654-659 6 p. ( IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    3 Citations (Scopus)
    80 Downloads (Pure)

  • Joint Channel Estimation and Data Detection in Cell-Free Massive MU-MIMO Systems

    Song, H., Goldstein, T., You, X., Zhang, C., Tirkkonen, O. & Studer, C., 16 Nov 2021, In: IEEE Transactions on Wireless Communications. 17 p., 9617144.

    Research output: Contribution to journal › Article › Scientific › peer-review

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    25 Citations (Scopus)
    70 Downloads (Pure)

  • Network-side Localization via Semi-Supervised Multi-point Channel Charting

    Deng, J., Tirkkonen, O., Zhang, J., Jiao, X. & Studer, C., 9 Aug 2021, Proceedings of International Wireless Communications and Mobile Computing, IWCMC 2021. IEEE, p. 1654-1660 7 p. 9498723

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    5 Citations (Scopus)
    140 Downloads (Pure)

  • Reconfigurable intelligent surface empowered underlaying device-to-device communication

    Yang, G., Liao, Y., Liang, Y. C. & Tirkkonen, O., 2021, 2021 IEEE Wireless Communications and Networking Conference, WCNC 2021. IEEE, 6 p. (IEEE Wireless Communications and Networking Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    7 Citations (Scopus)
    118 Downloads (Pure)

  • Signature Code Design for Fast Fading Channels

    Vehkalahti, R., Pllaha, T. & Tirkkonen, O., 1 Sept 2021, Proceedings of IEEE International Symposium on Information Theory, ISIT 2021. IEEE, p. 2936-2941 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    79 Downloads (Pure)

  • Towards Ultra-Reliable Signature Coding With Multiple Transmit Antennas

    Vehkalahti, R., Pllaha, T. & Tirkkonen, O., 15 Jun 2021, Proceedings of IEEE 93rd Vehicular Technology Conference, VTC 2021. IEEE, 5 p. 9448780. (IEEE Vehicular Technology Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    99 Downloads (Pure)
  • 2020

    Coordinated Uplink Precoding for Spatially Consistent mmWave Channel Covariance Measurements

    Al-Tous, H., Kazemi, P. & Tirkkonen, O., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. IEEE, 5 p. 9154333. (Signal processing advances in wireless communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    1 Citation (Scopus)

  • Maximum Sub-array Diversity for mmWave Network under RF Power Leakage and Transceiver Distortion Noises

    Tlebaldiyeva, L., Maham, B. & Tirkkonen, O., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. IEEE, 6 p. 9120487. (IEEE Wireless Communications and Networking Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    114 Downloads (Pure)

  • Multipoint channel charting-based radio resource management for V2V communications

    Al-Tous, H., Ponnada, S., Studer, C. & Tirkkonen, O., 1 Dec 2020, In: Eurasip Journal on Wireless Communications and Networking. 2020, 1, 20 p., 132.

    Research output: Contribution to journal › Article › Scientific › peer-review

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    5 Citations (Scopus)
    76 Downloads (Pure)

  • Reconstruction of Multi-user Binary Subspace Chirps

    Pllaha, T., Tirkkonen, O. & Calderbank, R., Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. IEEE, p. 531-536 6 p. 9174412. (IEEE International Symposium on Information Theory).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    9 Citations (Scopus)
    141 Downloads (Pure)

  • SNR Prediction in Cellular Systems based on Channel Charting

    Kazemi, P., Al-Tous, H., Studer, C. & Tirkkonen, O., 27 Oct 2020, 2020 8th International Conference on Communications and Networking, ComNet2020 - Proceedings. IEEE, 8 p. 9306087

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    15 Citations (Scopus)
    248 Downloads (Pure)
  • 2019

    An Out-of-Sample Extension for Wireless Multipoint Channel Charting

    Ponnada, T., Al-Tous, H., Tirkkonen, O. & Studer, C., 1 Jan 2019, Cognitive Radio-Oriented Wireless Networks - 14th EAI International Conference, CrownCom 2019, Proceedings. Bader, F., Kryszkiewicz, P., Dimitriou, N., Kliks, A., Sybis, M., Triantafyllopoulou, D., Caicedo, C. E. & Sezgin, A. (eds.). Springer, p. 208-217 10 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 291).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    6 Citations (Scopus)

  • Improving Channel Charting with Representation-Constrained Autoencoders

    Huang, P., Castaneda, O., Gonultas, E., Medjkouh, S. I., Tirkkonen, O., Goldstein, T. & Studer, C., 1 Jul 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. IEEE, 8815478. (IEEE International Workshop on Signal Processing Advances in Wireless Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    31 Citations (Scopus)

  • MmWave Multiuser MIMO Precoding with Fixed Subarrays and Quantized Phase Shifters

    Deng, J., Tirkkonen, O. & Studer, C., Nov 2019, In: IEEE Transactions on Vehicular Technology. 68, 11, p. 11132-11145 8851285.

    Research output: Contribution to journal › Article › Scientific › peer-review

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    12 Citations (Scopus)
    130 Downloads (Pure)

  • Siamese Neural Networks for Wireless Positioning and Channel Charting

    Lei, E., Castaneda, O., Tirkkonen, O., Goldstein, T. & Studer, C., 1 Sept 2019, 2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019. IEEE, p. 200-207 8 p. 8919897

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    31 Citations (Scopus)