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• Active antenna system for cognitive network enhancement

  Heikkilä, M., Kippola, T., Jämsä, J., Nykänen, A., Matinmikko, M. & Keskimaula, J., 2014, 5th IEEE Conference on Cognitive Infocommunications (CogInfoCom 2014). IEEE Institute of Electrical and Electronic Engineers, p. 19-24

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  11 Citations (Scopus)

• CogMesh: A cluster-based cognitive radio network

  Chen, T., Zhang, H., Maggio, G. M. & Chlamtac, I., 1 Jan 2007, 2007 2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks. International Academy, Research, and Industry Association IARIA, p. 168-178 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  256 Citations (Scopus)

• CogMesh: A cluster based cognitive radio mesh network

  Chen, T., Zhang, H., Zhou, X., Maggio, G. M. & Chlamtac, I., 1 Dec 2007, Cognitive Wireless Networks: Concepts, Methodologies and Visions Inspiring the Age of Enlightenment of Wireless Communications. Springer, p. 657-678 22 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
  12 Citations (Scopus)

• Topology management in CogMesh: A cluster-based cognitive radio mesh network

  Chen, T., Zhang, H., Maggio, G. M. & Chlamtac, I., 1 Dec 2007, 2007 IEEE International Conference on Communications, ICC'07. IEEE Institute of Electrical and Electronic Engineers, p. 6516-6521 6 p. (IEEE International Conference on Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  70 Citations (Scopus)

• Implementation of OpenFlow based cognitive radio network architecture: SDN&R

  Namal, S., Ahmad, I., Saud, S., Jokinen, M. & Gurtov, A., 2016, In: Wireless Networks. 22, p. 663-677

  Research output: Contribution to journal › Article › Scientific › peer-review
  11 Citations (Scopus)

• Intercluster connection in cognitive wireless mesh networks based on intelligent network coding

  Chen, X., Zhao, Z., Jiang, T., Grace, D. & Zhang, H., 9 Dec 2009, In: EURASIP Journal on Advances in Signal Processing. 2009, 141097.

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

  Open Access
  6 Citations (Scopus)

• "Simple rules" for mobile network operators'strategic choices in future cognitive spectrum sharing networks

  Ahokangas, P., Matinmikko, M., Yrjölä, S., Okkonen, H. & Casey, T., 2013, In: IEEE Wireless Communications. 20, 2, p. 20-26

  Research output: Contribution to journal › Article › Scientific › peer-review
  47 Citations (Scopus)

• Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding

  Chen, X., Zhao, Z., Zhang, H., Jiang, T. & Grace, D., 1 Dec 2009, 2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009. IEEE Institute of Electrical and Electronic Engineers, 5449924

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  5 Citations (Scopus)

• An evolution toward cognitive cellular systems: Licensed shared access for network optimization

  Mustonen, M., Matinmikko, M., Palola, M., Yrjölä, S. & Horneman, K., 2015, In: IEEE Communications Magazine. 53, 5, p. 68-74

  Research output: Contribution to journal › Article › Scientific › peer-review
  31 Citations (Scopus)

• Cognitive network management framework and approach for video streaming optimization in heterogeneous networks

  Ojanperä, T., Luoto, M., Majanen, M., Mannersalo, P. & Savolainen, P. T., 2015, In: Wireless Personal Communications. 84, 3, p. 1739-1769

  Research output: Contribution to journal › Article › Scientific › peer-review
  8 Citations (Scopus)

• Towards software defined cognitive networking

  Ahmad, I., Namal, S., Ylianttila, M. & Gurtov, A., Jul 2015, 7th International Conference on New Technologies, Mobility and Security (NTMS). IEEE Institute of Electrical and Electronic Engineers

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

• Cognitive radio and networks for heterogeneous networking

  Kim, H. & Mämmelä, A., 2012, Cognitive Communications: Distributed Artificial Intelligence (DAI), Regulatory Policy and Economics Implementation. Grace, D. & Zhang, H. (eds.). Wiley, p. 19-50

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional

  1 Citation (Scopus)

• Cognitive radio: An intelligent wireless communication system

  Matinmikko, M., Höyhtyä, M., Mustonen, M., Sarvanko, H., Hekkala, A., Katz, M., Mämmelä, A., Kiviranta, M. & Kautio, A., 14 Mar 2008, Oulu: VTT Technical Research Centre of Finland. 154 p. (VTT Research Report; No. VTT-R-02219-08).

  Research output: Book/Report › Report

  Open Access

• REM: Revisiting a cognitive tool for virtualized 5G networks

  Kliks, A., Goratti, L. & Chen, T., 27 Jun 2016, 2016 23rd International Conference on Telecommunications, ICT 2016. IEEE Institute of Electrical and Electronic Engineers, 7500411

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  6 Citations (Scopus)

• Energy efficient spectrum access in cognitive wireless access networks

  Chen, T., Matinmikko, M., Del Ser, J. & Zhang, J., 2012, In: Journal of Green Engineering. 2, 4, p. 305-328

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

  Open Access
  1 Citation (Scopus)

• SDN Core for Mobility between Cognitive Radio and 802.11 Networks

  Namal, S., Ahmad, I., Jokinen, M., Gurtov, A. & Ylianttila, M., Sep 2014, 2014 8th International Conference on Next Generation Mobile Apps, Services and Technologies. IEEE Institute of Electrical and Electronic Engineers

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

• Reciprocal learning for cognitive medium access

  Chen, X., Zhao, Z., Grace, D. & Zhang, H., 2013, Conference proceedings: IEEE Wireless Communications and Networking Conference, WCNC 2013. IEEE Institute of Electrical and Electronic Engineers, p. 89-94

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  3 Citations (Scopus)

• Towards Cognitive Radio Systems Main Findings from the COGNAC project

  Matinmikko, M. (ed.) & Bräysy, T. (ed.), 2011, Espoo: VTT Technical Research Centre of Finland. 108 p. (VTT Tiedotteita - Research Notes; No. 2575).

  Research output: Book/Report › Report

  Open Access

• Ultra-wideband cognitive radio for dynamic spectrum accessing networks

  Zhang, H., Zhou, X. & Chen, T., 2008, Cognitive Radio Networks. Xiao, Y. & Hu, F. (eds.). CRC Press, p. 353-382

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

  1 Citation (Scopus)

• Spectrum self-coexistence in cognitive wireless access networks

  Chen, T., Zhang, H., Höyhtyä, M. & Katz, M., 2009, GLOBECOM 2009: IEEE Global Telecommunications Conference. IEEE Institute of Electrical and Electronic Engineers, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  6 Citations (Scopus)

• Sustainable Industry X: A Cognitive Manufacturing Vision

  Wahlström, M., Walter, S., Salonen, T-T., Lammi, H., Heikkilä, E. & Helaakoski, H., 2020, VTT Technical Research Centre of Finland. 20 p.

  Research output: Book/Report › Report

  Open Access

  File
  190 Downloads (Pure)

• Sensing order dispersion for autonomous cognitive radios

  Khan, Z., Lehtomäki, J. J., Mustonen, M. & Matinmikko, M., 2011, Proceedings: 6th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications. p. 191-195

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

  Open Access
  4 Citations (Scopus)

• Achievable transmission capacity of cognitive radio networks with cooperative relaying

  Jing, T., Li, W., Chen, X., Cheng, X., Xing, X., Huo, Y., Chen, T., Choi, H-A. & Znati, T., 2015, In: EURASIP Journal on Wireless Communications and Networking. 2015, 1, 15 p.

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

  Open Access
  3 Citations (Scopus)

• Secure beamforming for cognitive radio networks with artificial noise

  Wu, Y., Chen, X. & Chen, X., 2015, Wireless Communications & Signal Processing (WCSP), 2015 International Conference on. IEEE Institute of Electrical and Electronic Engineers, p. 1-5

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  8 Citations (Scopus)

• A multiaccess enabled load balancing in cognitive networks

  Rautio, T. & Mäkelä, J., 2012, Proceedings: Dependable Networks and Services, AIMS 2012. Sadre, R., Novotný, J., Čeleda, P., Waldburger, M. & Stiller, B. (eds.). Berlin, Heidelberg: Springer, p. 42-45 (Lecture Notes in Computer Science, Vol. 7279).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  2 Citations (Scopus)

• Cognitive flow management for QoS in WLANs

  Frantti, T., Majanen, M. & Sukuvaara, T., 2011, Third International Conference on Ubiquitous and Future Networks, ICUFN 2011. Piscataway, NJ, USA: IEEE Institute of Electrical and Electronic Engineers, p. 76-82

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

• Distributed iterative power allocation in cognitive wireless mesh networks

  Chen, X., Zhao, Z., Zhang, H. & Chen, T., 2009, 2009 International Conference on Wireless Communications & Signal Processing, WCSP 2009: Proceedings. Piscataway, NJ: IEEE Institute of Electrical and Electronic Engineers, p. 387-391

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  2 Citations (Scopus)

• Application of cognitive radio techniques to satellite communication

  Höyhtyä, M., Kyröläinen, J., Hulkkonen, A., Ylitalo, J. & Roivanen, A., 2012, 2012 IEEE International Symposium on Dynamic Spectrum Access Networks. IEEE Institute of Electrical and Electronic Engineers, p. 540-551

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  64 Citations (Scopus)

• Centralized and distributed spectrum channel assignment in cognitive wireless networks: A Harmony Search approach

  Del Ser, J., Matinmikko, M., Gil-López, S. & Mustonen, M., 2012, In: Applied Soft Computing. 12, 2, p. 921-930 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
  40 Citations (Scopus)

• On the optimal relay design for multi-antenna cognitive two-way AF relay networks

  Girnyk, M. A., Vehkapera, M. & Vorobyov, S. A., 24 Apr 2015, 48th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE Institute of Electrical and Electronic Engineers, p. 1579-1583 5 p. 7094731

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

• Exploiting spatial dimension in cognitive radios and networks

  Sarvanko, H., Höyhtyä, M., Matinmikko, M. & Mämmelä, A., 2011, 2011 6th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM). IEEE Institute of Electrical and Electronic Engineers, p. 360-364

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  7 Citations (Scopus)

• Testing Technologies to Support Network and Services Testing in a 5G Test Network

  Kanstren, T., Mäkelä, J., Piri, E., Hekkala, A. & Liikka, J., 2016, 12th Advanced International Conference on Telecommunications, AICT 2016. Curran Associates Inc., p. 61-67

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

• Combinatorial auction based channel allocation in cognitive radio networks

  Zhou, W., Jing, T., Cheng, W., Chen, T. & Huo, Y., 2013, Proceedings of the 2013 8th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, CROWNCOM 2013. IEEE Institute of Electrical and Electronic Engineers, p. 135-140

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  7 Citations (Scopus)

• A novel Harmony Search based spectrum allocation technique for cognitive radio networks

  Del Ser, J., Matinmikko, M., Gil-Lopez, S. & Mustonen, M., 2010, 2010 Proceedings of the 7th International Symposium on Wireless Communication Systems (ISWCS 2010): York, UK, 19-22 Sept. 2010. Piscataway, NJ, USA: IEEE Institute of Electrical and Electronic Engineers, p. 233-237 (International Symposium on Wireless Communication Systems, Vol. 2010).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  13 Citations (Scopus)

• Stochastic power adaptation with multi-agent reinforcement learning for cognitive wireless mesh networks

  Chen, X., Zhao, Z. & Zhang, H., 2013, In: IEEE Transactions on Mobile Computing. 12, 11, p. 2155-2166 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
  54 Citations (Scopus)

• Exploration vs exploitation for distributed channel access in cognitive radio networks: A multi-user case study

  Wang, L., Chen, X., Zhao, Z. & Zhang, H., 26 Dec 2011, 11th International Symposium on Communications and Information Technologies, ISCIT 2011. IEEE Institute of Electrical and Electronic Engineers, p. 360-365 6089953

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  8 Citations (Scopus)

• Reciprocity inspired learning for opportunistic spectrum access in cognitive radio networks

  Chen, X., Chen, T., Cheng, W. & Zhang, H., 2013, Proceedings: 8th International Conference on Cognitive Radio Oriented Wireless Networks, CROWNCOM 2013 . IEEE Institute of Electrical and Electronic Engineers, p. 202-207

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  2 Citations (Scopus)

• Cognitive radio trial environment: First live authorized shared access-based spectrum-sharing demonstration

  Matinmikko, M., Palola, M., Saarnisaari, H., Heikkilä, M., Prokkola, J., Kippola, T., Hänninen, T., Jokinen, M. & Yrjölä, S., 2013, In: IEEE Vehicular Technology Magazine. 8, 3, p. 30-37

  Research output: Contribution to journal › Article › Scientific › peer-review
  60 Citations (Scopus)

• Emergence and development of the cleantech industry: A cognitive construction approach

  Bergman, J. P., Hajikhani, A. & Blomqvist, K., 31 May 2019, In: Journal of Cleaner Production. 233, p. 1170-1181

  Research output: Contribution to journal › Article › Scientific › peer-review
  1 Citation (Scopus)

• A motivating overview of cognitive radio: Foundations, regulatory issues and key concepts

  Matinmikko, M., Mustonen, M., Sarvanko, H., Höyhtyä, M., Hekkala, A., Mämmelä, A., Katz, M. & Kiviranta, M., 2 May 2008, 2008 First International Workshop on Cognitive Radio and Advanced Spectrum Management. IEEE Institute of Electrical and Electronic Engineers, p. 1-5

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  7 Citations (Scopus)

• Reinforcement Learning for Distributed Power Control and Channel Access in Cognitive Wireless Mesh Networks

  Chen, X., Zhao, Z. & Zhang, H., 24 Jul 2012, Cognitive Communications: Distributed Artificial Intelligence (DAI), Regulatory Policy and Economics, Implementation. Wiley, p. 163-193 31 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
  2 Citations (Scopus)

• Conjectural variations in multi-agent reinforcement learning for energy-efficient cognitive wireless mesh networks

  Chen, X., Zhao, Z., Zhang, H. & Chen, T., 2012, Proceedings: IEEE Wireless Communications and Networking Conference, WCNC 2012. IEEE Institute of Electrical and Electronic Engineers, p. 820-825

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  8 Citations (Scopus)

• Embedded expert system for cognitive congestion and flow control in WLANs

  Frantti, T. & Majanen, M., Jan 2013, Expert System Software: Engineering, Advantages and Applications. Segura, J. M. & Reiter, A. C. (eds.). Happauge: Nova Science Publishers, p. 103-130

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

• Green transmit power assignment for cognitive radio networks by applying multi-agent Q-learning approach

  Chen, X., Zhao, Z. & Zhang, H., 15 Dec 2010, European Microwave Week 2010, EuMW2010: Connecting the World, Conference Proceedings - European Wireless Technology Conference, EuWiT 2010. IEEE Institute of Electrical and Electronic Engineers, p. 113-116 5615246

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  11 Citations (Scopus)

• Cognitive fuzzy flow control for wireless routers

  Jutila, M. & Frantti, T., 30 May 2018, In: International Journal of Autonomous and Adaptive Communications Systems. 11, 2, p. 154-170 17 p.

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

• Reciprocal learning for energy-efficient opportunistic spectrum access in cognitive radio networks

  Chen, X., Zhao, Z., Zhang, H., Wu, J. & Chen, T., 19 Apr 2016, Green Communications: Theoretical Fundamentals, Algorithms, and Applications. Wu, J., Rangan, S. & Zhang, H. (eds.). Boca Raton: CRC Press, p. 103-123

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

• Reinforcement learning enhanced iterative power allocation in stochastic cognitive wireless mesh networks

  Chen, X., Zhao, Z., Zhang, H. & Chen, T., 2010, In: Wireless Personal Communications. 57, 1, p. 89-104 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
  9 Citations (Scopus)

• Ultra-Short Window Length and Feature Importance Analysis for Cognitive Load Detection from Wearable Sensors

  Tervonen, J., Pettersson, K. & Mäntyjärvi, J., 1 Mar 2021, In: Electronics. 10, 5, p. 1-19 19 p., 613.

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

  Open Access

  File
  4 Citations (Scopus)

  78 Downloads (Pure)

• A cognitive management framework to support exploitation of the future internet of things

  Baldini, G., Prasad, R. R. V., Rahim Biswas, A., Moessner, K., Eteläperä, M., Soininen, J-P., Nechifor, S-C., Stavroulaki, V. & Panagiotis, V., 2012, In: Scalable Computing. 13, 2, p. 139-147 8 p.

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

  Open Access
  2 Citations (Scopus)

• Control Room Operators’ Cognitive Strategies in Complex Troubleshooting

  Laarni, J., Liinasuo, M., Pakarinen, S., Lukander, K. & Passi, T., 2021, Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2021 Virtual Conferences on Neuroergonomics and Cognitive Engineering, Industrial Cognitive Ergonomics and Engineering Psychology, and Cognitive Computing and Internet of Things, 2021. Ayaz, H., Asgher, U. & Paletta, L. (eds.). Springer, p. 238-245 8 p. (Lecture Notes in Networks and Systems, Vol. 259).

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