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6G White Paper on Machine Learning in Wireless Communication Networks

Ali, S., Saad, W., Rajatheva, N., Chang, K., Steinbach, D., Sliwa, B., Wietfeld, C., Mei, K., Shiri, H., Zepernick, H-J., Chinh Chu, T. M., Ahmad, I., Huusko, J., Suutala, J., Bhadauria, S., Batia, V., Mitra, R., Amuru, S., Abbas, R., Shao, B. & 7 others, Capobianco, M., Yu, G., Claes, M., Karvonen, T., Chen, M., Girnyk, M. & Malik, H., 2020, (Submitted) 29 p.

Research output: Book/ReportReport

6-värinen hexachrome parantaa painolaatua

Antikainen, H., 1999, In : GT-lehti. 4, 21.

Research output: Contribution to journalArticleProfessional

70-luvun vanhusten asuintalon purkuanalyysi

Tuominen, P., 2013, Lahti. 24 p. (Asumisen rahoitus- ja kehittämiskeskuksen raportteja; No. 1/2013).

Research output: Book/ReportReport

Open Access

77 GHz beam-switching high-gain end-fire antenna on LTCC

Lamminen, A. & Säily, J., 2010, Proceedings of ICECom 2010. Croatia: IEEE Institute of Electrical and Electronic Engineers , 5729672

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

6 Citations (Scopus)

8.1. Johdattamalla ohjelmointi

Lehtinen, H., 1999, Robotiikka. Kuivanen, R. (ed.). p. 78

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

8.2. Opettamalla ohjelmointi

Lehtinen, H., 1999, Robotiikka. p. 79-81

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

8.3 - Press conditions define heatset piling tendency

Kenttä, E., Kiuru, J., Peltosaari, A., Sneck, A., Vehmas, K. & Passoja, S., Dec 2010, 11th Advanced Coating Fundamentals Symposium Proceedings: The Latest Advances in Coating Research and Development. TAPPI Press, p. 294-308 15 p.

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

8×10-17 fractional laser frequency instability with a long room-temperature cavity

Häfner, S., Falke, S., Grebing, C., Vogt, S., Legero, T., Merimaa, M., Lisdat, C. & Sterr, U., 1 Jan 2015, In : Optics Letters. 40, 9, p. 2112-2115 4 p.

Research output: Contribution to journalArticleScientificpeer-review

122 Citations (Scopus)

89 GHz Schottky detector modules for MetOp-SG

Hoefle, M., Cojocar, O., Rickes, M., Sobornytskyy, M., Montero-de-Paz, J., Decoopman, T., Kantanen, M., Périchaud, M-G. & Piironen, P., 30 Jun 2016, Millimeter Waves (GSMM) & ESA Workshop on Millimetre-Wave Technology and Applications, 2016 Global Symposium on . IEEE Institute of Electrical and Electronic Engineers , p. 1-3

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

2 Citations (Scopus)

90-GHz CMOS phased-array transmitter integrated on LTCC

Vahdati, A., Lamminen, A., Varonen, M., Säily, J., Lahti, M., Kautio, K., Lahdes, M., Parveg, D., Karaca, D. & Halonen, K., 1 Dec 2017, In : IEEE Transactions on Antennas and Propagation. 65, 12, p. 6363-6371 9 p., 8014513.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

94 GHz substrate integrated waveguide fed antenna in LTCC technology

Bunea, A-C., Neculoiu, D., Lahti, M. & Vähä-Heikkilä, T., 2012, Proceedings: IEEE Asia-Pacific Conference on Antennas and Propagation, APCAP 2012. IEEE Institute of Electrical and Electronic Engineers , p. 283-284

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

1 Citation (Scopus)

9th Nordic Symposium on Tribology: NORDTRIB 2000. Vol. 1

Andersson, P. (ed.), Ronkainen, H. (ed.) & Holmberg, K. (ed.), 2000, Espoo: VTT Technical Research Centre of Finland. 308 p. (VTT Symposium; No. 200).

Research output: Book/ReportBook (editor)

9th Nordic Symposium on Tribology: NORDTRIB 2000. Vol. 2

Andersson, P. (ed.), Ronkainen, H. (ed.) & Holmberg, K. (ed.), 2000, Espoo: VTT Technical Research Centre of Finland. 308 p. (VTT Symposium; No. 201).

Research output: Book/ReportBook (editor)

9th Nordic Symposium on Tribology: NORDTRIB 2000. Vol. 3

Andersson, P. (ed.), Ronkainen, H. (ed.) & Holmberg, K. (ed.), 2000, Espoo: VTT Technical Research Centre of Finland. 450 p. (VTT Symposium; No. 202).

Research output: Book/ReportBook (editor)

A 0.2 MJ cryogen free Nb3Sn SMES in UPS application

Mikkonen, R., Kalliohaka, T., Korpela, A., Lehtonen, J. & Perälä, R., 2003, In : Superconductor Science and Technology. 16, 8, p. 946-950

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)

A 0-level packaged RF-MEMS switched wideband GaAs LNA MMIC

Gustafsson, A., Samuelsson, C., Malmqvist, R., Seok, S., Fryziel, M., Rolland, N., Grandchamp, B., Vähä-Heikkilä, T. & Baggen, R., 2013, Proceedings of 8th European Microwave Integrated Circuits Conference, EuMIC 2013. p. 432-435

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

1 Citation (Scopus)

A 1.6 GHz current-controlled oscillator with integrated inductor

Tarvainen, E., Ronkainen, H. & Kuivalainen, P., 1998, In : Analog Integrated Circuits and Signal Processing. 15, 1, p. 85 - 95

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

A 1.8 T Permanent Magnet Wiggler for MAX-lab

Ahola, H., Meinander, T., Ryynänen, M. & Tahvanainen, J., 1996, In : IEEE Transactions on Magnetics. 32, 4, p. 2703-2706

Research output: Contribution to journalArticleScientificpeer-review

A 10-bit, 1.8-GS/s time-interleaved pipeline ADC

Hakkarainen, V., Rantala, A., Aho, M., Riikonen, J., Gomes-Martins, D., Åberg, M. & Halonen, K., 2007, Proceedings of the 14th IEEE International Conference on Electronics, Circuits, and Systems. IEEE Institute of Electrical and Electronic Engineers , p. 673-676

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

3 Citations (Scopus)

A 10-bit, 1.8-GS/s Time-Interleaved Pipeline ADC

Åberg, M., Rantala, A., Gomes-Martins, D., Hakkarainen, V., Aho, M., Riikonen, J. & Halonen, K., 2008, Proceedings of AMICSA 2008. p. 71-76

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

A 12 MHz micromechanical bulk acoustic mode oscillator

Mattila, T., Kiihamäki, J., Lamminmäki, T., Jaakkola, O., Rantakari, P., Oja, A., Seppä, H., Kattelus, H. & Tittonen, I., 2002, In : Sensors and Actuators A: Physical. 101, 1-2, p. 1-9

Research output: Contribution to journalArticleScientificpeer-review

124 Citations (Scopus)

A 1 GHz CMOS prescaler for RF synthesizers

Pohjonen, H. & Ronkainen, H., 1988, 1988 IEEE International Symposium on Circuits and Systems, ISCAS 88. Espoo: IEEE Institute of Electrical and Electronic Engineers , Vol. 2. p. 377-380

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

A 2.4 GHz SiP radio module with embedded antenna and IPD matching and filter circuits

Hirvonen, M., Vähä-Heikkilä, T., Yrjänä, S., Mäkelä, R. & Järvinen, P., 1 Sep 2016, In : Microwave and Optical Technology Letters. 58, 9, p. 2062-2064 3 p.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

A 20-50 GHz Reconfigurable Matching Network for Power Amplifier Applications

Vähä-Heikkilä, T. & Rebeiz, G. M., 2004, 2004 IEEE MTT-S International Microwave Symposium Digest. IEEE Institute of Electrical and Electronic Engineers , p. 717-721 (IEEE MTT-S International Microwave Symposium Digest, Vol. 2004).

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

41 Citations (Scopus)

A 20-50 GHz RF MEMS single-stub impedance tuner

Vähä-Heikkilä, T., Varis, J., Tuovinen, J. & Reibeiz, G. M., 2005, In : IEEE Microwave and Wireless Components Letters. 15, 4, p. 205 - 207 3 p.

Research output: Contribution to journalArticleScientificpeer-review

33 Citations (Scopus)

A 20 GHz Antenna Integrated RF MEMS Based Router and Switching Networks Made on Quartz

Malmqvist, R., Cheng, S., Rantakari, P., Samuelsson, C., Carlegrim, B., Vähä-Heikkilä, T., Sagberg, H., Holter, B., Hanke, U., Rydberg, A. & Varis, J., 2009, Smart Systems Integrations, 10 – 11 March 2009, Brussels, Belgium. Brussels

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

Open Access

A 2D numerical study on the effect of conductor shape on icing collision efficiency

Zhang, J., Makkonen, L. & He, Q., 2017, In : Cold Regions Science and Technology. 143, p. 52-58 7 p.

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)

A 3.15pJ/cyc 32-bit RISC CPU with timing-error prevention and adaptive clocking in 28nm CMOS

Hiienkari, M., Teittinen, J., Koskinen, L., Turnquist, M., Kaltiokallio, M., Mäkipää, J., Rantala, A. & Sopanen, M., 2014, Proceedings of the IEEE 2014 Custom Integrated Circuits Conference. IEEE Institute of Electrical and Electronic Engineers , p. 1-4

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

8 Citations (Scopus)

A 3D coupled moisture-stress numerical analysis for timber structures: Keynote Lecture

Fortino, S., Hanhijärvi, A., Mirianon, F. & Toratti, T., 2008, Proceedings of the 8th World Congress on Computational Mechanics, WCCM8, 5th European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS 2008. Schrefler, B. A. & Perego, U. (eds.). Barcelona: International Center for Numerical Methods in Engineering CIMNE, 2 p.

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

A 3D micromechanical compass

Kyynäräinen, J., Saarilahti, J., Kattelus, H., Kärkkäinen, A., Meinander, T., Oja, A., Pekko, P., Seppä, H., Suhonen, M., Kuisma, H., Ruotsalainen, S. & Tilli, M., 10 Apr 2008, In : Sensors and Actuators A: Physical. 142, 2, p. 561-568 8 p.

Research output: Contribution to journalArticleScientificpeer-review

70 Citations (Scopus)

A 3D micromechanical study of deformation curves and cell wall stresses in wood under transverse loading

Fortino, S., Hradil, P., Salminen, L. I. & De Magistris, F., Jan 2015, In : Journal of Materials Science. 50, 1, p. 482-492

Research output: Contribution to journalArticleScientificpeer-review

17 Citations (Scopus)

A 3-D miniaturized high selectivity bandpass filter in LTCC technology

Arabi, E., Lahti, M., Vähä-Heikkilä, T. & Shamim, A., 2014, In : IEEE Microwave and Wireless Components Letters. 24, 1, p. 8-10

Research output: Contribution to journalArticleScientificpeer-review

21 Citations (Scopus)

A 3D model based control of an excavator

Makkonen, T., Nevala, K. & Heikkilä, R., 2006, In : Automation in Construction. 15, 5, p. 571-577

Research output: Contribution to journalArticleScientificpeer-review

22 Citations (Scopus)

A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion

Mäkelä, T., Pham, Q. C., Clarysse, P., Nenonen, J., Lötjönen, J., Sipilä, O., Hänninen, H., Lauerma, K., Knuuti, J., Katila, T. & Magnin, I. E., 2003, In : Medical Image Analysis. 7, 3, p. 377-389

Research output: Contribution to journalArticleScientificpeer-review

45 Citations (Scopus)

A 3D moisture-stress FEM analysis for time dependent problems in timber structures

Fortino, S., Mirianon, F. & Toratti, T., 2009, In : Mechanics of Time-Dependent Materials. 13, 333, p. 333-356 23 p.

Research output: Contribution to journalArticleScientificpeer-review

59 Citations (Scopus)

A 3-D packaging concept for cost effective packaging of MEMS and ASIC on wafer level

Baumgartner, T., Töpper, M., Klein, M., Schmid, B., Knödler, D., Kuisma, H., Nurmi, S., Kattelus, H., Dekker, J. & Schachler, R., 2009, Proceedings of the European Microelectronics and Packaging Conference & Exhibition. 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

2 Citations (Scopus)

A 40-GHz MMIC frequency divider-by-two

Koivunen, K. & Jenu, M., 1997, 27th European Microwave Conference. Tel-Aviv: IEEE Institute of Electrical and Electronic Engineers , Vol. 2. p. 662-667

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

2 Citations (Scopus)

A 4–18‐GHz reconfigurable RF MEMS matching network for power amplifier applications

Vähä-Heikkilä, T. & Rebeiz, G. M., 2004, In : International Journal of RF and Microwave Computer-Aided Engineering. 14, 4, p. 356 - 372 17 p.

Research output: Contribution to journalArticleScientificpeer-review

48 Citations (Scopus)

A 50 kW PEMFC pilot plant operated with industry grade hydrogen: System design and site integration

Keränen, T., Karimäki, H., Nikiforow, K., Kukkonen, S., Uusalo, H., Viitakangas, J. & Ihonen, J., 2014, In : Fuel Cells. 14, 5, p. 701-708

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

A 60-GHz LNA using commercially available PM HEMTs for intersatellite and mobile communications

Lunden, O-P., Sipilä, M. & Jenu, M., 1994, 1994 IEEE MTT-S International Microwave Symposium Digest. New York: IEEE Institute of Electrical and Electronic Engineers , p. 1341-1344

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

A 60-GHz semipassive MMID transponder for backscattering communications

Kiuru, T., Pursula, P., Rajamäki, J. & Vähä-Heikkilä, T., 2013, Proceedings: IEEE MTT-S International Microwave Symposium Digest 2013, MTT 2013. IEEE Institute of Electrical and Electronic Engineers , 3 p. 6697382

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

9 Citations (Scopus)

A 71–76 GHz wideband receiver front-end for phased array applications in 0.13 μm SiGe BiCMOS technology

Ahamed, R., Varonen, M., Holmberg, J., Parveg, D., Kantanen, M., Saijets, J. & Halonen, K. A. I., 15 Mar 2019, In : Analog Integrated Circuits and Signal Processing. 98, 3, p. 465-476 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Aalloilla kuumaa ja kuivaa

Kara, M., 1986, In : Tiede 2000. 6, p. 52-53

Research output: Contribution to journalArticleGeneral public

Aallot ja tuuli ponttonilaitureiden mitoituksessa

Translated title of the contribution: Waves and wind related to pontoon designBroas, P. & Rytkönen, J., 1992, In : Kunnalliselämä. 16, 3, p. 36-40

Research output: Contribution to journalArticleProfessional

Aalto-1: An experimental nanosatellite for hyperspectral remote sensing

Praks, J., Kestilä, A., Hallikainen, M., Saari, H., Antila, J., Janhunen, P. & Vainio, R., 2011, Proceedings: IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011. IEEE Institute of Electrical and Electronic Engineers , p. 4367-4370

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

12 Citations (Scopus)

Aalto-1: A hyperspectral Earth observing nanosatellite

Näsilä, A., Hakkarainen, A., Praks, J., Kestilä, A., Nordling, K., Modrzewski, R., Saari, H., Antila, J., Mannila, R., Janhunen, P., Vainio, R. & Hallikainen, M., 2011, Sensors, Systems, and Next-Generation Satellites XV. Meynart, R. (ed.). International Society for Optics and Photonics SPIE, 7 p. 81760C. (Proceedings of SPIE, Vol. 8176).

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

6 Citations (Scopus)

Aalto-1 Earth Observation nanosatellite mission status and in orbit experiments

Praks, J., Kestila, A., Tikka, T., Nasila, A., Riwanto, B., Jovanovic, N., Niemela, P., Silva, N., Vainio, R. & Janhunen, P., 10 Nov 2017, 2017 32nd General Assembly and Scientific Symposium of the International Union of Radio Science, URSI GASS 2017. IEEE Institute of Electrical and Electronic Engineers , Vol. 2017-January. p. 1-3 3 p.

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

Aalto-1 nanosatellite: Technical description and mission objectives

Kestilä, A., Tikka, T., Peitso, P., Rantanen, J., Näsilä, A., Nordling, K., Saari, H., Vainio, R., Janhunen, P., Praks, J. & Hallikainen, M., 2013, In : Geoscientific Instrumentation, Methods and Data Systems. 2, 1, p. 121-130 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Aalto-1 spectral imager: Towards detailed design

Näsilä, A., Viherkanto, K., Saari, H., Antila, J., Mannila, R., Holmlund, C., Mäkynen, J., Näkki, I., Kantojärvi, U., Antila, T. & Toivanen, H., 2013.

Research output: Contribution to conferenceConference articleScientific

Aalto-1 spectral imager status update: Towards flight model

Näsilä, A., Akujärvi, A., Holmlund, C., Kantojärvi, U., Mannila, R., Mäkynen, J., Näkki, I., Antila, T., Saari, H., Toivanen, H. & Viherkanto, K., 2014.

Research output: Contribution to conferenceConference articleScientific