Dani Korpi

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 58

Top Topics

Nonlinear Systems

Projector Camera

Channel Estimation

Top Venues

IEEE Trans. Wirel. Commun.

GLOBECOM Workshops

Publications

Jaakko Pihlajasalo, Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Taneli Riihonen, Jukka Talvitie, Alberto Brihuega, Mikko A. Uusitalo, Mikko Valkama
Deep Learning OFDM Receivers for Improved Power Efficiency and Coverage. IEEE Trans. Wirel. Commun. 22 (8) (2023)
Janne M. J. Huttunen, Dani Korpi, Mikko Honkala
DeepTx: Deep Learning Beamforming With Channel Prediction. IEEE Trans. Wirel. Commun. 22 (3) (2023)
Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva, András A. Benczúr, Hamed Farhadi, Taha Yassine, Markus Dominik Mueck, Sokratis Barmpounakis, Emilio Calvanese Strinati, Dilin Dampahalage, Panagiotis Demestichas, Pietro Ducange, Miltiadis C. Filippou, Leonardo Gomes Baltar, Johan Haraldson, Leyli Karaçay, Dani Korpi, Vasiliki Lamprousi, Francesco Marcelloni, Jafar Mohammadi, Nuwanthika Rajapaksha, Alessandro Renda, Mikko A. Uusitalo
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. IEEE Access 11 (2023)
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen
Deep Learning-Based Pilotless Spatial Multiplexing. CoRR (2023)
Yijia Feng, Chenhui Ye, Ruoyi Li, Heng Pan, Dani Korpi
DDA-Net: A Discrepancy-Based Domain Adaptation Network for CSI Feedback Transferability. ICC (2023)
Karthik Upadhya, Kimmo Valkealahti, Martti Moisio, Dani Korpi, Tero Ihalainen, Mikko A. Uusitalo
Passive Reflectors for Enhancing Cellular UAV Coverage. WCNC (2022)
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Fayçal Ait Aoudia, Jakob Hoydis
Waveform Learning for Reduced Out-of-Band Emissions Under a Nonlinear Power Amplifier. CoRR (2022)
Liang Zhou, Olav Tirkkonen, Ülo Parts, Saeed R. Khosravirad, Paolo Baracca, Dani Korpi, Mikko A. Uusitalo
Dual-mode Ultra Reliable Low Latency Communications for Industrial Wireless Control. VTC Spring (2022)
Saeed R. Khosravirad, Olav Tirkkonen, Ülo Parts, Liang Zhou, Dani Korpi, Paolo Baracca, Mikko A. Uusitalo
Communications Survival Strategies for Industrial Wireless Control. IEEE Netw. 36 (2) (2022)
Wenliang Qi, Chenhui Ye, Zhiyuan Wu, Ruiling Zhao, Dani Korpi
PR-SRNN: Constellation Image Analysis Assisted Channel Estimation with 1 DMRS. WCNC (2022)
Jaakko Pihlajasalo, Dani Korpi, Taneli Riihonen, Jukka Talvitie, Mikko A. Uusitalo, Mikko Valkama
Detection of Impaired OFDM Waveforms Using Deep Learning Receiver. SPAWC (2022)
Miltiadis C. Filippou, Vasiliki Lamprousi, Jafar Mohammadi, Mattia Merluzzi, Elif Ustundag Soykan, Tamás Borsos, Nandana Rajatheva, Nuwanthika Rajapaksha, Luc Le Magoarou, Pietro Piscione, András Benczúr, Quentin Lampin, Guillaume Larue, Dani Korpi, Pietro Ducange, Alessandro Renda, Hamed Farhadi, Johan Haraldson, Leonardo Gomes Baltar, Emilio Calvanese Strinati, Panagiotis Demestichas, Emrah Tomur
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective. AI6G@WCCI (2022)
Janne M. J. Huttunen, Dani Korpi, Mikko Honkala
DeepTx: Deep Learning Beamforming with Channel Prediction. CoRR (2022)
Jaakko Pihlajasalo, Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Taneli Riihonen, Jukka Talvitie, Alberto Brihuega, Mikko A. Uusitalo, Mikko Valkama
HybridDeepRx: Deep Learning Receiver for High-EVM Signals. PIMRC (2021)
Jaakko Pihlajasalo, Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Taneli Riihonen, Jukka Talvitie, Alberto Brihuega, Mikko A. Uusitalo, Mikko Valkama
HybridDeepRx: Deep Learning Receiver for High-EVM Signals. CoRR (2021)
Olav Tirkkonen, Saeed R. Khosravirad, Paolo Baracca, Liang Zhou, Ulo Parts, Dani Korpi, Mikko A. Uusitalo
Optimized Survival Mode to Guarantee QoS for Time-critical Services. ICC Workshops (2021)
Pablo Pascual Campo, Lauri Anttila, Dani Korpi, Mikko Valkama
Cascaded Spline-Based Models for Complex Nonlinear Systems: Methods and Applications. IEEE Trans. Signal Process. 69 (2021)
Jaakko Pihlajasalo, Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Taneli Riihonen, Jukka Talvitie, Mikko A. Uusitalo, Mikko Valkama
Deep Learning Based OFDM Physical-Layer Receiver for Extreme Mobility. ACSCC (2021)
Mikko Honkala, Dani Korpi, Janne M. J. Huttunen
DeepRx: Fully Convolutional Deep Learning Receiver. IEEE Trans. Wirel. Commun. 20 (6) (2021)
Lauri Anttila, Vesa Lampu, Seyed Ali Hassani, Pablo Pascual Campo, Dani Korpi, Matias Turunen, Sofie Pollin, Mikko Valkama
Full-Duplexing With SDR Devices: Algorithms, FPGA Implementation, and Real-Time Results. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Dani Korpi, Mikko A. Uusitalo
Reinforcement Learning Based Inter-User-Interference Suppression in Full-Duplex Networks. VTC Spring (2021)
Pablo Pascual Campo, Alberto Brihuega, Lauri Anttila, Matias Turunen, Dani Korpi, Markus Allén, Mikko Valkama
Gradient-Adaptive Spline-Interpolated LUT Methods for Low-Complexity Digital Predistortion. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (1) (2021)
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Vesa Starck
DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations. ICC (2021)
Niloofar Okati, Taneli Riihonen, Dani Korpi, Ilari Angervuori, Risto Wichman
Downlink Coverage and Rate Analysis of Low Earth Orbit Satellite Constellations Using Stochastic Geometry. CoRR (2020)
Pablo Pascual Campo, Lauri Anttila, Dani Korpi, Mikko Valkama
Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods. ACSSC (2020)
Taneli Riihonen, Matias Turunen, Karel Pärlin, Mikko Heino, Jaakko Marin, Dani Korpi
Full-Duplex Operation for Electronic Protection by Detecting Communication Jamming at Transmitter. PIMRC (2020)
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Vesa Starck
DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations. CoRR (2020)
Dani Korpi, Perttu Yli-Opas, Mateo Rendón Jaramillo, Mikko A. Uusitalo
Visual Detection-Based Blockage Prediction for Beyond 5G Wireless Systems. 6G SUMMIT (2020)
Mikko Honkala, Dani Korpi, Janne M. J. Huttunen
DeepRx: Fully Convolutional Deep Learning Receiver. CoRR (2020)
Niloofar Okati, Taneli Riihonen, Dani Korpi, Ilari Angervuori, Risto Wichman
Downlink Coverage and Rate Analysis of Low Earth Orbit Satellite Constellations Using Stochastic Geometry. IEEE Trans. Commun. 68 (8) (2020)
Pablo Pascual Campo, Dani Korpi, Lauri Anttila, Mikko Valkama
Nonlinear Digital Cancellation in Full-Duplex Devices Using Spline-Based Hammerstein Model. GLOBECOM Workshops (2018)
Karel Pärlin, Taneli Riihonen, Risto Wichman, Dani Korpi
Transferring the Full-Duplex Radio Technology from Wireless Networking to Defense and Security. ACSSC (2018)
Mona Aghababaeetafreshi, Dani Korpi, Matias Koskela, Pekka Jääskeläinen, Mikko Valkama, Jarmo Takala
Software Defined Radio Implementation of a Digital Self-interference Cancellation Method for Inband Full-Duplex Radio Using Mobile Processors. J. Signal Process. Syst. 90 (10) (2018)
Dani Korpi, Taneli Riihonen, Lauri Anttila, Mikko Valkama
Self-interference Modeling and Digital Cancellation Along with Full-Duplex Wireless System Analysis. SPCOM (2018)
Taneli Riihonen, Dani Korpi, Matias Turunen, Tatu Peltola, Joni Saikanmaki, Mikko Valkama, Risto Wichman
Tactical Communication Link Under Joint Jamming and Interception by Same-Frequency Simultaneous Transmit and Receive Radio. MILCOM (2018)
Dani Korpi, Taneli Riihonen, Ashutosh Sabharwal, Mikko Valkama
Transmit Power Optimization and Feasibility Analysis of Self-Backhauling Full-Duplex Radio Access Systems. IEEE Trans. Wirel. Commun. 17 (6) (2018)
Adnan Qamar Kiayani, Mahmoud Abdelaziz, Dani Korpi, Lauri Anttila, Mikko Valkama
Active RF Cancellation with Closed-Loop Adaptation for Improved Isolation in Full-Duplex Radios. GLOBECOM Workshops (2018)
Muhammad Zeeshan Waheed, Pablo Pascual Campo, Dani Korpi, Adnan Qamar Kiayani, Lauri Anttila, Mikko Valkama
Digital Cancellation of Passive Intermodulation in FDD Transceivers. ACSSC (2018)
Dani Korpi, Matias Turunen, Lauri Anttila, Mikko Valkama
Modeling and Cancellation of Self-Interference in Full-Duplex Radio Transceivers: Volterra Series-Based Approach. ICC Workshops (2018)
Dani Korpi, Taneli Riihonen, Mikko Valkama
Inband full-duplex radio access system with self-backhauling: transmit power minimization under QOS requirements. ICASSP (2017)
Taneli Riihonen, Dani Korpi, Olli Rantula, Heikki Rantanen, Tapio Saarelainen, Mikko Valkama
Inband Full-Duplex Radio Transceivers: A Paradigm Shift in Tactical Communications and Electronic Warfare? IEEE Commun. Mag. 55 (10) (2017)
Muhammad Zeeshan Waheed, Dani Korpi, Adnan Qamar Kiayani, Lauri Anttila, Mikko Valkama
Digital self-interference cancellation in inter-band carrier aggregation transceivers: Algorithm and digital implementation perspectives. SiPS (2017)
Dani Korpi, Lauri Anttila, Mikko Valkama
Nonlinear self-interference cancellation in MIMO full-duplex transceivers under crosstalk. EURASIP J. Wirel. Commun. Netw. 2017 (2017)
Dani Korpi, Taneli Riihonen, Mikko Valkama
Feasibility of self-backhauling in full-duplex radio access systems under QoS constraints. ICC Workshops (2017)
Dani Korpi, Taneli Riihonen, Ashutosh Sabharwal, Mikko Valkama
Sum-Rate Analysis and Optimization of Self-Backhauling Based Full-Duplex Radio Access System. CoRR (2016)
Dani Korpi, Taneli Riihonen, Mikko Valkama
Self-backhauling full-duplex access node with massive antenna arrays: Power allocation and achievable sum-rate. EUSIPCO (2016)
Mona Aghababaeetafreshi, Matias Koskela, Dani Korpi, Pekka Jääskeläinen, Mikko Valkama, Jarmo Takala
Software defined radio implementation of adaptive nonlinear digital self-interference cancellation for mobile inband full-duplex radio. GlobalSIP (2016)
Joose Tamminen, Matias Turunen, Dani Korpi, Timo Huusari, Yang-Seok Choi, Shilpa Talwar, Mikko Valkama
Digitally-controlled RF self-interference canceller for full-duplex radios. EUSIPCO (2016)
Dani Korpi, Lauri Anttila, Mikko Valkama
Asymmetric full-duplex with contiguous downlink carrier aggregation. SPAWC (2016)
Dani Korpi, Mona Aghababaeetafreshi, Mauno Piilila, Lauri Anttila, Mikko Valkama
Advanced architectures for self-interference cancellation in full-duplex radios: Algorithms and measurements. ACSSC (2016)
Dani Korpi, Joose Tamminen, Matias Turunen, Timo Huusari, Yang-Seok Choi, Lauri Anttila, Shilpa Talwar, Mikko Valkama
Full-duplex mobile device: pushing the limits. IEEE Commun. Mag. 54 (9) (2016)
Dani Korpi, Taneli Riihonen, Katsuyuki Haneda, Koji Yamamoto, Mikko Valkama
Achievable Transmission Rates and Self-Interference Channel Estimation in Hybrid Full-Duplex/Half-Duplex MIMO Relaying. VTC Fall (2015)
Timo Huusari, Yang-Seok Choi, Petteri Liikkanen, Dani Korpi, Shilpa Talwar, Mikko Valkama
Wideband Self-Adaptive RF Cancellation Circuit for Full-Duplex Radio: Operating Principle and Measurements. CoRR (2015)
Timo Huusari, Yang-Seok Choi, Petteri Liikkanen, Dani Korpi, Shilpa Talwar, Mikko Valkama
Wideband Self-Adaptive RF Cancellation Circuit for Full-Duplex Radio: Operating Principle and Measurements. VTC Spring (2015)
Dani Korpi, Yang-Seok Choi, Timo Huusari, Lauri Anttila, Shilpa Talwar, Mikko Valkama
Adaptive Nonlinear Digital Self-Interference Cancellation for Mobile Inband Full-Duplex Radio: Algorithms and RF Measurements. GLOBECOM (2015)
Mikko Heino, Dani Korpi, Timo Huusari, Emilio Antonio-Rodriguez, Sathya Venkatasubramanian, Taneli Riihonen, Lauri Anttila, Clemens Icheln, Katsuyuki Haneda, Risto Wichman, Mikko Valkama
Recent advances in antenna design and interference cancellation algorithms for in-band full duplex relays. IEEE Commun. Mag. 53 (5) (2015)
Dani Korpi, Timo Huusari, Yang-Seok Choi, Lauri Anttila, Shilpa Talwar, Mikko Valkama
Digital self-interference cancellation under nonideal RF components: Advanced algorithms and measured performance. SPAWC (2015)
Dani Korpi, Taneli Riihonen, Mikko Valkama
Achievable rate regions and self-interference channel estimation in hybrid full-duplex/half-duplex radio links. CISS (2015)
Dani Korpi, Taneli Riihonen, Ville Syrjälä, Lauri Anttila, Mikko Valkama, Risto Wichman
Full-Duplex Transceiver System Calculations: Analysis of ADC and Linearity Challenges. CoRR (2014)
Dani Korpi, Lauri Anttila, Mikko Valkama
Reference receiver based digital self-interference cancellation in MIMO full-duplex transceivers. GLOBECOM Workshops (2014)
Lauri Anttila, Dani Korpi, Emilio Antonio-Rodriguez, Risto Wichman, Mikko Valkama
Modeling and Efficient Cancellation of Nonlinear Self-Interference in MIMO Full-Duplex Transceivers. CoRR (2014)
Dani Korpi, Lauri Anttila, Ville Syrjälä, Mikko Valkama
Widely-Linear Digital Self-Interference Cancellation in Direct-Conversion Full-Duplex Transceiver. CoRR (2014)
Ville Syrjälä, Mikko Valkama, Lauri Anttila, Taneli Riihonen, Dani Korpi
Analysis of Oscillator Phase-Noise Effects on Self-Interference Cancellation in Full-Duplex OFDM Radio Transceivers. IEEE Trans. Wirel. Commun. 13 (6) (2014)
Dani Korpi, Timo Huusari, Yang-Seok Choi, Lauri Anttila, Shilpa Talwar, Mikko Valkama
Full-Duplex Mobile Device - Pushing The Limits. CoRR (2014)
Dani Korpi, Lauri Anttila, Ville Syrjälä, Mikko Valkama
Widely Linear Digital Self-Interference Cancellation in Direct-Conversion Full-Duplex Transceiver. IEEE J. Sel. Areas Commun. 32 (9) (2014)
Dani Korpi, Sathya Venkatasubramanian, Taneli Riihonen, Lauri Anttila, Strasdosky Otewa, Clemens Icheln, Katsuyuki Haneda, Sergei A. Tretyakov, Mikko Valkama, Risto Wichman
Advanced Self-interference Cancellation and Multiantenna Techniques for Full-Duplex Radios. CoRR (2014)
Dani Korpi, Taneli Riihonen, Ville Syrjälä, Lauri Anttila, Mikko Valkama, Risto Wichman
Full-Duplex Transceiver System Calculations: Analysis of ADC and Linearity Challenges. IEEE Trans. Wirel. Commun. 13 (7) (2014)
Dani Korpi, Lauri Anttila, Mikko Valkama
Feasibility of in-band full-duplex radio transceivers with imperfect RF components: Analysis and enhanced cancellation algorithms. CrownCom (2014)
Lauri Anttila, Dani Korpi, Emilio Antonio-Rodriguez, Risto Wichman, Mikko Valkama
Modeling and efficient cancellation of nonlinear self-interference in MIMO full-duplex transceivers. GLOBECOM Workshops (2014)
Dani Korpi, Lauri Anttila, Mikko Valkama
Reference Receiver Aided Digital Self-Interference Cancellation in MIMO Full-Duplex Transceivers. CoRR (2014)
Lauri Anttila, Dani Korpi, Ville Syrjälä, Mikko Valkama
Cancellation of Power Amplifier Induced Nonlinear Self-Interference in Full-Duplex Transceivers. CoRR (2014)
Toni Heittola, Annamaria Mesaros, Dani Korpi, Antti J. Eronen, Tuomas Virtanen
Method for creating location-specific audio textures. EURASIP J. Audio Speech Music. Process. 2014 (2014)
Dani Korpi, Lauri Anttila, Mikko Valkama
Impact of Received Signal on Self-interference Channel Estimation and Achievable Rates in In-band Full-duplex Transceivers. CoRR (2014)
Dani Korpi, Lauri Anttila, Mikko Valkama
Feasibility of In-band Full-Duplex Radio Transceivers with Imperfect RF Components: Analysis and Enhanced Cancellation Algorithms. CoRR (2014)
Ville Syrjälä, Mikko Valkama, Lauri Anttila, Taneli Riihonen, Dani Korpi
Analysis of Oscillator Phase-Noise Effects on Self-Interference Cancellation in Full-Duplex OFDM Radio Transceivers. CoRR (2014)
Dani Korpi, Lauri Anttila, Mikko Valkama
Impact of received signal on self-interference channel estimation and achievable rates in in-band full-duplex transceivers. ACSSC (2014)
Dani Korpi, Sathya Venkatasubramanian, Taneli Riihonen, Lauri Anttila, Strasdosky Otewa, Clemens Icheln, Katsuyuki Haneda, Sergei A. Tretyakov, Mikko Valkama, Risto Wichman
Advanced self-interference cancellation and multiantenna techniques for full-duplex radios. ACSSC (2013)
Lauri Anttila, Dani Korpi, Ville Syrjälä, Mikko Valkama
Cancellation of power amplifier induced nonlinear self-interference in full-duplex transceivers. ACSSC (2013)
Dani Korpi, Toni Heittola, Timo Partala, Antti J. Eronen, Annamaria Mesaros, Tuomas Virtanen
On the human ability to discriminate audio ambiances from similar locations of an urban environment. Pers. Ubiquitous Comput. 17 (4) (2013)