BA1 Knowledge intensive products and services

Research Output

2020

5G Based Machine Remote Operation Development Utilizing Digital Twin

Isto, P., Heikkilä, T., Mämmelä, A., Uitto, M., Seppälä, T. & Ahola, J. M., 2020, (Accepted/In press) In : Open Engineering.

Research output: Contribution to journalArticleScientificpeer-review

6G White paper: Research challenges for Trust, Security and Privacy

Yan, Z., Nguyen, T. H., Liu, F., Gurtov, A., Hewa, T., Liyanage, M., Ahmad, I., Partala, J., Abbas, R., Hecker, A., Jayousi, S., Martinelli, A., Caputo, S., Bechtold, J., Morales, I., Stoica, A., Abreu, G., Shahabuddin, S., Panayirci, E., Haas, H. & 3 others, Kumar, T., Ozan Ozparlak, B. & Röning, J., 2020, (Submitted) arXiv. Ylianttila, M., Kantola, R., Gurtov, A., Mucchi, L. & Opperman, I. (eds.). University of Oulu

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

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

Advances in traceable calibration of cylinder pressure transducers

Salminen, J., Saxholm, S., Hämäläinen, J. & Hogstrom, R., 4 May 2020, (Accepted/In press) In : Metrologia.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

Chen, X., Wu, C., Chen, T., Zhang, H., Liu, Z., Zhang, Y. & Bennis, M., Apr 2020, In : IEEE Transactions on Wireless Communications. 19, 4, p. 2268-2281 14 p., 8954939.

Research output: Contribution to journalArticleScientificpeer-review

Al2O3 Thin Films Prepared by a Combined Thermal-Plasma Atomic Layer Deposition Process at Low Temperature for Encapsulation Applications

Zhu, Z., Merdes, S., Ylivaara, O. M. E., Mizohata, K., Heikkilä, M. J. & Savin, H., 1 Apr 2020, In : Physica Status Solidi A: Applications and Materials Science. 217, 8, 1900237.

Research output: Contribution to journalArticleScientificpeer-review

Aligning human psychomotor characteristics with robots, exoskeletons and augmented reality

Fox, S., Kotelba, A., Marstio, I. & Montonen, J., Jun 2020, In : Robotics and Computer-Integrated Manufacturing. 63, 14 p., 101922.

Research output: Contribution to journalArticleScientificpeer-review

Amorphous silicon waveguide escalator: Monolithic integration of active components on 3 μm SOI platform

Bera, A., Cherchi, M., Tappura, K., Heimala, P. & Aalto, T., 2020, Silicon Photonics XV. Reed, G. T. & Knights, A. P. (eds.). International Society for Optics and Photonics SPIE, 1128507. (Proceedings of SPIE, Vol. 11285).

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

Analyzing Radar Cross Section Signatures of Diverse Drone Models at mmWave Frequencies

Semkin, V., Haarla, J., Pairon, T., Slezak, C., Rangan, S., Viikari, V. & Oestges, C., 11 Mar 2020, In : IEEE Access. 8, p. 48958-48969 12 p., 9032332.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

An Experimental Case Study on Edge Computing Based Cyber-Physical Digital Service Provisioning with Mobile Robotics

Pakkala, D., Koivusaari, J., Pääkkönen, P. & Spohrer, J., 7 Jan 2020, Proceedings of the 53rd Hawaii International Conference on System Sciences, HICSS 2020. p. 1165-1174

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

Open Access

An Information-Theoretic Analysis of Flexible Efficient Cognition for Persistent Sustainable Production

Fox, S. & Kotelba, A., 2020, In : Entropy. 22, 4, 444.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Anode ink formulation for a fully printed flexible fuel cell stack

Hakola, L., Parra Puerto, A., Vaari, A., Maaninen, T., Kucernak, A., Viik, S. & Smolander, M., Jun 2020, In : Flexible and Printed Electronics. 5, 2, 025002.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
4 Downloads (Pure)

Architecting and Deploying IoT Smart Applications: A Performance–Oriented Approach

Zyrianoff, I., Heideker, A., Silva, D., Kleinschmidt, J. H., Soininen, J-P., Cinotti, T. S. & Kamienski, C., 1 Jan 2020, In : Sensors. 20, 1, p. 84 24 p., 84.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
1 Citation (Scopus)

Architecture Design for NPP Co-Simulation Platform

Divshali, P., Hänninen, S., Laakso, P. & Korvola, T., 28 Feb 2020, VTT Technical Research Centre of Finland. 22 p. (VTT Technology; No. 371).

Research output: Book/ReportReport

Open Access
Open Access

Assessment of recombinant protein production in E. coli with Time-Gated Surface Enhanced Raman Spectroscopy (TG-SERS)

Kögler, M., Itkonen, J., Viitala, T. & Casteleijn, M. G., 12 Feb 2020, In : Scientific Reports. 10, 1, 11 p., 2472.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

AVAUS - Avaruuden uuden toimintaympäristön turvallisuusulottuvuudet ja liiketoiminta

Harri, A-M., Liukkonen, J-M., Rowley, C., Aaltola, M., Näsilä, A. & Huovelin, J., 2020, Prime Minister's Office Finland. 103 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 8).

Research output: Book/ReportReport

Open Access

A VDTN scheme with enhanced buffer management

Du, Z., Wu, C., Chen, X., Wang, X., Yoshinaga, T. & Ji, Y., 1 Apr 2020, In : Wireless Networks. 26, 3, p. 1537-1548 12 p.

Research output: Contribution to journalArticleScientificpeer-review

A versatile capacitive sensing platform for the assessment of the composition in gas mixtures

Sweelssen, J., Blokland, H., Rajamäki, T., Sarjonen, R. & Boersma, A., 21 Jan 2020, In : Micromachines. 11, 2, 116.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Boosting Business with Machine Learning based Automated Visual Data Processing: Results of Finnish Company Interviews

Palviainen, M., Harviainen, T., Lopez, M. B. & Mantyjarvi, J., 1 Jan 2020, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Characterization of Interconnects on Multilayer High Frequency PCB for D-Band

Lamminen, A., Lahti, M., Del Rio, D., Säily, J., Sevillano, J. F. & Ermolov, V., 16 Mar 2020, p. 1-5. 5 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Open Access
File
16 Downloads (Pure)

Consumer viewpoint on a new kind of energy market

Immonen, A., Kiljander, J. & Aro, M., Mar 2020, In : Electric Power Systems Research. 180, 106153.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
1 Citation (Scopus)

Crowdsourcing sensitive data using public displays—opportunities, challenges, and considerations

Alorwu, A., van Berkel, N., Goncalves, J., Oppenlaender, J., López, M. B., Seetharaman, M. & Hosio, S., 2020, (Accepted/In press) In : Personal and Ubiquitous Computing.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Cryostat setup for measuring spectral and electrical properties of light-emitting diodes at junction temperatures from 81 K to 297 K

Martikainen, E., Vaskuri, A., Dönsberg, T. & Ikonen, E., 3 Jan 2020, In : Review of Scientific Instruments. 91, 1, 015106.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Open Access
File
73 Downloads (Pure)

Design and Implementation of Devices, Circuits, and Systems

Fong, B., Kim, H. & Sai, V., Jan 2020, In : IEEE Communications Magazine. 58, 1, 1 p., 8970166.

Research output: Contribution to journalOther journal contributionScientific

Determining the shape of reflectance reference samples for curved surface reflectors

Lanevski, D., Manoocheri, F., Vaskuri, A., Hameury, J., Kersting, R., Monte, C., Adibekyan, A., Kononogova, E. & Ikonen, E., 2020, In : Measurement Science and Technology. 31, 5, 054010.

Research output: Contribution to journalArticleScientificpeer-review

Development of a Concept of Operations for Autonomous Systems

Väätäinen, A., Laarni, J. & Höyhtyä, M., 1 Jan 2020, Advances in Human Factors in Robots and Unmanned Systems. Chen, J. (ed.). Springer, p. 208-216 9 p. (Advances in Intelligent Systems and Computing, Vol. 962).

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

Dynamic simulation study of the steam temperature in a ultra-supercritical circulating fluidized bed boiler system

Kim, S., Choi, S., Song, T. H. & Lappalainen, J., 31 Mar 2020, (Accepted/In press) In : Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy.

Research output: Contribution to journalArticleScientificpeer-review

Edge-Based V2X communications with big data intelligence

Guleng, S., Wu, C., Liu, Z. & Chen, X., 1 Jan 2020, In : IEEE Access. 8, p. 8603-8613 11 p., 8951087.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Effect of metabolic state on implicit and explicit responses to food in young healthy females

Juvonen, K., Lapveteläinen, A., Närväinen, J., Absetz, P., Kantanen, T., Kolehmainen, M., Sinikallio, S., Pihlajamäki, J. & Karhunen, L., 1 May 2020, In : Appetite. 148, 104593.

Research output: Contribution to journalArticleScientificpeer-review

Effect of virtual eating environment on consumers’ evaluations of healthy and unhealthy snacks

Pennanen, K., Närväinen, J., Vanhatalo, S., Raisamo, R. & Sozer, N., Jun 2020, In : Food Quality and Preference. 82, 103871.

Research output: Contribution to journalArticleScientificpeer-review

2 Citations (Scopus)

Errors related to the automatized satellite-based change detection of boreal forests in Finland

Pitkänen, T. P., Sirro, L., Häme, L., Häme, T., Törmä, M. & Kangas, A., 2020, In : International Journal of Applied Earth Observation and Geoinformation. 86, 102011.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Estimating the risk of traffic incidents using causal analysis

Kilpi, J., Scholliers, J., Koskinen, S. & Kuusela, P., 12 Mar 2020, (Accepted/In press) Proceedings of 8th Transport Research Arena TRA 2020: Abstracts. 10 p.

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

Open Access
File
10 Downloads (Pure)

EuWireless RAN Architecture and Slicing Framework for Virtual Testbeds

Pinola, J., Harjula, I., Flizikowski, A., Safianowska, M., Ahmad, A. & Mhatre, S., 5 Mar 2020, Testbeds and Research Infrastructures for the Development of Networks and Communications - 14th EAI International Conference, TridentCom 2019, Proceedings. Gao, H., Li, K., Yang, X. & Yin, Y. (eds.). Springer, p. 131-149 19 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol. 309).

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

Evaluating landfast sea ice ridging near UtqiagVik Alaska Using TanDEM-X interferometry

Marbouti, M., Eriksson, L. E. B., Dammann, D. O., Demchev, D., Jones, J., Berg, A. & Antropov, O., 1 Apr 2020, In : Remote Sensing. 12, 8, 1247.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Downloads (Pure)

Evaluating the performance of a double integrating sphere in measurement of reflectance, transmittance, and albedo of coniferous needles

Hovi, A., Mõttus, M., Juola, J., Manoocheri, F., Ikonen, E. & Rautiainen, M., 3 Mar 2020, In : Silva Fennica. 54, 2, 10270.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Downloads (Pure)

Expectations to data: Perspectives of service providers and users of future health and wellness services

Häikiö, J., Yli-Kauhaluoma, S., Pikkarainen, M., Iivari, M. & Koivumäki, T., 1 May 2020, In : Health and Technology. 10, p. 621-636 16 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
2 Downloads (Pure)

Extending reference architecture of big data systems towards machine learning in edge computing environments

Pääkkönen, P. & Pakkala, D., 6 Apr 2020, In : Journal of Big Data. 7, 25.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Flat-top interleavers based on single MMIs

Cherchi, M., Sun, F., Kapulainen, M., Harjanne, M. & Aalto, T., 2020, Silicon Photonics XV. Reed, G. T. & Knights, A. P. (eds.). International Society for Optics and Photonics SPIE, 112850G. (Proceedings of SPIE, Vol. 11285).

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

Flexible OPV modules for highly efficient indoor applications

Ylikunnari, M., Välimäki, M., Väisänen, K. L., Kraft, T. M., Sliz, R., Corso, G., Po, R., Barbieri, R., Carbonera, C., Gorni, G. & Vilkman, M., 12 Feb 2020, In : Flexible and Printed Electronics. 5, 1, 014008.

Research output: Contribution to journalArticleScientificpeer-review

GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing

Hua, Y., Li, R., Zhao, Z., Chen, X. & Zhang, H., Feb 2020, In : IEEE Journal on Selected Areas in Communications. 38, 2, p. 334-349 16 p., 8931561.

Research output: Contribution to journalArticleScientificpeer-review

GaSb diode lasers tunable around 2.6 μm using silicon photonics resonators or external diffractive gratings

Ojanen, S. P., Viheriälä, J., Cherchi, M., Zia, N., Koivusalo, E., Karioja, P. & Guina, M., 27 Feb 2020, In : Applied Physics Letters. 116, 8, 081105.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Global Burden of Small Vessel Disease-Related Brain Changes on MRI Predicts Cognitive and Functional Decline

Jokinen, H., Koikkalainen, J., Laakso, H. M., Melkas, S., Nieminen, T., Brander, A., Korvenoja, A., Rueckert, D., Barkhof, F., Scheltens, P., Schmidt, R., Fazekas, F., Madureira, S., Verdelho, A., Wallin, A., Wahlund, L. O., Waldemar, G., Chabriat, H., Hennerici, M., O'Brien, J. & 4 others, Inzitari, D., Lötjönen, J., Pantoni, L. & Erkinjuntti, T., 1 Jan 2020, In : Stroke. 51, 1, p. 170-178 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

High dynamic resistance elements based on a Josephson junction array

Arutyunov, K. Y. & Lehtinen, J. S., 2020, In : Beilstein Journal of Nanotechnology. 11, p. 417-420 4 p., 32.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

High-performance infrared thermoelectric bolometers based on nanomembranes

Varpula, A., Tappura, K., Tiira, J., Grigoras, K., Viherkanto, K., Ahopelto, J. & Prunnila, M., 26 Feb 2020, Photonic and Phononic Properties of Engineered Nanostructures X. Adibi, A., Lin, S-Y. & Scherer, A. (eds.). International Society for Optics and Photonics SPIE, 112891O. (Proceedings of SPIE, Vol. 11289).

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

High-resolution analysis of the ν3 band of radiocarbon methane 14CH4

Larnimaa, S., Halonen, L., Karhu, J., Tomberg, T., Metsälä, M., Genoud, G., Hieta, T., Bell, S. & Vainio, M., Jul 2020, In : Chemical Physics Letters. 750, 137488.

Research output: Contribution to journalArticleScientificpeer-review

High Voltage Topologies for Very Fast Transient Measurements

Elg, A. P., Passon, S., Meisner, J. & Hällström, J., 1 Jan 2020, Proceedings of the 21st International Symposium on High Voltage Engineering: ISH 2019. Németh, B. (ed.). Springer, Vol. 1. p. 1316-1327 12 p. (Lecture Notes in Electrical Engineering, Vol. 598 LNEE).

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

Open Access