Reinforcement learning based sensing policy optimization for energy efficient cognitive radio networks J Oksanen, J Lundén, V Koivunen Neurocomputing 80, 102-110, 2012 | 60 | 2012 |
An Order Optimal Policy for Exploiting Idle Spectrum in Cognitive Radio Networks J Oksanen, K Visa Signal Processing, IEEE Transactions on, 2015 | 43 | 2015 |
Spatial interpolation of cyclostationary test statistics in cognitive radio networks: Methods and field measurements S Chaudhari, M Kosunen, S Mäkinen, C Ramanathan, J Oksanen, ... IEEE Transactions on Vehicular Technology 67 (2), 1113-1129, 2017 | 27 | 2017 |
Performance Evaluation of Cyclostationary Based Cooperative Sensing Using Field Measurements S Chaudhari, M Kosunen, S Makinen, J Oksanen, M Laatta, J Ojaniemi, ... IEEE Transactions on Vehicular Technology 65 (4), 16, 2015 | 23 | 2015 |
A sensing policy based on confidence bounds and a restless multi-armed bandit model J Oksanen, V Koivunen, HV Poor 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals …, 2012 | 18 | 2012 |
Effect of listening room on audio quality in Ambisonics reproduction O Santala, H Vertanen, J Pekonen, J Oksanen, V Pulkki Audio Engineering Society Convention 126, 2009 | 18 | 2009 |
Reinforcement learning method for energy efficient cooperative multiband spectrum sensing J Oksanen, J Lundén, V Koivunen 2010 IEEE International Workshop on Machine Learning for Signal Processing …, 2010 | 16 | 2010 |
Diversity-based spectrum sensing policy for detecting primary signals over multiple frequency bands J Oksanen, V Koivunen, J Lundén, A Huttunen 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 14 | 2010 |
Robotics Inspired Opportunistic Routing for Cognitive Radio Using Potential Fields J Oksanen, B Kaufman, V Koivunen, HV Poor IEEE Transactions on Cognitive Communications and Networking 1 (1), 11, 2015 | 11 | 2015 |
Machine learning methods for spectrum exploration and exploitation J Oksanen Aalto University, 2016 | 10 | 2016 |
Characterization of spatial diversity in cooperative spectrum sensing J Oksanen, J Lundén, V Koivunen 2010 4th International Symposium on Communications, Control and Signal …, 2010 | 10 | 2010 |
Design of spectrum sensing policy for multi-user multi-band cognitive radio network J Oksanen, J Lundén, V Koivunen 2012 46th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2012 | 7 | 2012 |
Learning spectrum opportunities in non-stationary radio environments J Oksanen, V Koivunen 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 6 | 2017 |
Reinforcement learning-based multiband sensing policy for cognitive radios J Oksanen, J Lundén, V Koivunen 2010 2nd International Workshop on Cognitive Information Processing, 316-321, 2010 | 6 | 2010 |
Potential field based scheduling in cognitive radio networks H Hentila, J Oksanen, V Koivunen 2016 IEEE 17th International Workshop on Signal Processing Advances in …, 2016 | 4 | 2016 |
Improved estimation of TV white spaces in India using terrain data R Gorrepati, A Eturu, S Chaudhari, J Oksanen 2017 Twenty-third National Conference on Communications (NCC), 1-6, 2017 | 3 | 2017 |
Distributed scheduling in multi-hop multi-band cognitive radio networks utilizing potential fields H Hentila, J Oksanen, V Koivunen 2017 IEEE 18th International Workshop on Signal Processing Advances in …, 2017 | 1 | 2017 |
Minimizing the routing delay in cognitive radios using potential fields J Oksanen, B Kaufman, V Koivunen, HV Poor 2015 IEEE 16th International Workshop on Signal Processing Advances in …, 2015 | 1 | 2015 |
Resource minimization driven spectrum sensing policy J Oksanen, J Lundén, V Koivunen 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 1 | 2012 |
Spatial Interpolation of Cyclostationary Test Statistics in Cognitive Radio Networks S Chaudhari, M Kosunen, S Mäkinen, R Chandrasekaran, J Oksanen, ... | | 2018 |