Jukka Talvitie

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 67

Top Topics

Orientation Estimation

Computationally Efficient

Top Venues

IEEE Trans. Veh. Technol.

Publications

Antti Saikko, Jukka Talvitie, Mikko Valkama
Positioning in DECT-2020 NR with Proactive Measurement Selection. ICL-GNSS (2024)
Lauri Anttila, Vili Toivonen, Oskari Tervo, Esa Tiirola, Kari Hooli, Jukka Talvitie, Mikko Valkama
Feasibility of DFT-s-OFDM in 6G Downlink: Coverage and Energy-Efficiency Assessment. EuCNC/6G Summit (2024)
Ahmed Al-Tahmeesschi, Jukka Talvitie, Miguel López-Benítez, Hamed Ahmadi, Laura Ruotsalainen
Multi-Objective Deep Reinforcement Learning for 5G Base Station Placement to Support Localisation for Future Sustainable Traffic. EuCNC/6G Summit (2024)
Sakari Lahti, Tuomas Aaltonen, Elizaveta Rastorgueva-Foi, Jukka Talvitie, Bo Tan, Timo D. Hämäläinen
An Efficient High-level Synthesis Implementation of the MUSIC DoA Algorithm for FPGA. DDECS (2024)
Ossi Kaltiokallio, Roland Hostettler, Yu Ge, Hyowon Kim, Jukka Talvitie, Henk Wymeersch, Mikko Valkama
A Multihypotheses Importance Density for SLAM in Cluttered Scenarios. IEEE Trans. Robotics 40 (2024)
Ghazaleh Kia, David Plets, Ben Van Herbruggen, Jaron Fontaine, Leen Verloock, Eli De Poorter, Jukka Talvitie
Fast and Precise Neural Network-Based Environment Detection utilizing UWB CSI for Seamless Localization Applications. ICL-GNSS (2023)
Ossi Kaltiokallio, Jukka Talvitie, Yu Ge, Henk Wymeersch, Mikko Valkama
Estimating Initial Map Features for High-Efficiency mmWave Cellular SLAM. ICC Workshops (2023)
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)
Ossi Kaltiokallio, Hüseyin Yigitler, Jukka Talvitie, Mikko Valkama
Random Finite Set Approach to Signal Strength Based Passive Localization and Tracking. PLANS (2023)
Yi Lu, Ossi Kaltiokallio, Mike Koivisto, Jukka Talvitie, Elena Simona Lohan, Henk Wymeersch, Mikko Valkama
Bayesian Filtering for Joint Multi-User Positioning, Synchronization and Anchor State Calibration. IEEE Trans. Veh. Technol. 72 (8) (2023)
Jukka Talvitie, Mikko Säily, Mikko Valkama
Orientation and Location Tracking of XR Devices: 5G Carrier Phase-Based Methods. IEEE J. Sel. Top. Signal Process. 17 (5) (2023)
Moeinreza Golzadeh, Esa Tiirola, Lauri Anttila, Jukka Talvitie, Kari Hooli, Oskari Tervo, Ismael Peruga, Sami Hakola, Mikko Valkama
Downlink Sensing in 5G-Advanced and 6G:SIB1-assisted SSB Approach. VTC2023-Spring (2023)
Yu Ge, Yibo Wu, Fan Jiang, Ossi Kaltiokallio, Jukka Talvitie, Mikko Valkama, Lennart Svensson, Henk Wymeersch
Iterated Posterior Linearization PMB Filter for 5G SLAM. ICC (2022)
Roman Klus, Jukka Talvitie, Julia Vinogradova, Johan Torsner, Mikko Valkama
Machine Learning Based NLOS Radio Positioning in Beamforming Networks. SPAWC (2022)
Carlos Baquero Barneto, Elizaveta Rastorgueva-Foi, Musa Furkan Keskin, Taneli Riihonen, Matias Turunen, Jukka Talvitie, Henk Wymeersch, Mikko Valkama
Millimeter-Wave Mobile Sensing and Environment Mapping: Models, Algorithms and Validation. IEEE Trans. Veh. Technol. 71 (4) (2022)
Ghazaleh Kia, Laura Ruotsalainen, Jukka Talvitie
A CNN Approach for 5G mmWave Positioning Using Beamformed CSI Measurements. CoRR (2022)
Yu Ge, Ossi Kaltiokallio, Hui Chen, Fan Jiang, Jukka Talvitie, Mikko Valkama, Lennart Svensson, Henk Wymeersch
Doppler Exploitation in Bistatic mmWave Radio SLAM. GLOBECOM (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)
Yu Ge, Ossi Kaltiokallio, Hyowon Kim, Fan Jiang, Jukka Talvitie, Mikko Valkama, Lennart Svensson, Sunwoo Kim, Henk Wymeersch
A Computationally Efficient EK-PMBM Filter for Bistatic mmWave Radio SLAM. IEEE J. Sel. Areas Commun. 40 (7) (2022)
Ghazaleh Kia, Laura Ruotsalainen, Jukka Talvitie
Toward Accurate Indoor Positioning: An RSS-Based Fusion of UWB and Machine-Learning-Enhanced WiFi. Sensors 22 (9) (2022)
Ossi Kaltiokallio, Roland Hostettler, Jukka Talvitie, Yu Ge, Hyowon Kim, Henk Wymeersch, Mikko Valkama
Towards Real-time Radio-SLAM via Optimal Importance Sampling. SPAWC (2022)
Ossi Kaltiokallio, Jukka Talvitie, Yu Ge, Henk Wymeersch, Mikko Valkama
mmWave Mapping using PHD with Smoothed Track Confirmation and Multi-Bounce Suppression. ICC Workshops (2022)
Ghazaleh Kia, Laura Ruotsalainen, Jukka Talvitie
A CNN Approach for 5G mm Wave Positioning Using Beamformed CSI Measurements. ICL-GNSS (2022)
Ahmed Al-Tahmeesschi, Jukka Talvitie, Miguel López-Benítez, Laura Ruotsalainen
Deep Learning-based Fingerprinting for Outdoor UE Positioning Utilising Spatially Correlated RSSs of 5G Networks. ICL-GNSS (2022)
Mike Koivisto, Jukka Talvitie, Elizaveta Rastorgueva-Foi, Yi Lu, Mikko Valkama
Channel Parameter Estimation and TX Positioning With Multi-Beam Fusion in 5G mmWave Networks. IEEE Trans. Wirel. Commun. 21 (5) (2022)
Yi Lu, Hui Chen, Jukka Talvitie, Henk Wymeersch, Mikko Valkama
Joint RIS Calibration and Multi-User Positioning. VTC Fall (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)
Jukka Talvitie, Ossi Kaltiokallio, Elizaveta Rastorgueva-Foi, Carlos Baquero Barneto, Musa Furkan Keskin, Henk Wymeersch, Mikko Valkama
Indoor Mapping with a Mobile Radar Using an EK-PHD Filter. 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)
Ghazaleh Kia, Jukka Talvitie, Laura Ruotsalainen
RSS-Based Fusion of UWB and WiFi-Based Ranging for Indoor Positioning. IPIN-WiP (2021)
Roman Klus, Jukka Talvitie, Mikko Valkama
Neural Network Fingerprinting and GNSS Data Fusion for Improved Localization in 5G. ICL-GNSS (2021)
Yi Lu, Mike Koivisto, Jukka Talvitie, Elizaveta Rastorgueva-Foi, Mikko Valkama, Elena Simona Lohan
Cooperative Positioning System for Industrial IoT via mmWave Device-to-Device Communications. VTC Spring (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)
Yu Ge, Yibo Wu, Fan Jiang, Ossi Kaltiokallio, Jukka Talvitie, Mikko Valkama, Lennart Svensson, Henk Wymeersch
Iterated Posterior Linearization PMB Filter for 5G SLAM. CoRR (2021)
Roman Klus, Lucie Klus, Jukka Talvitie, Jaakko Pihlajasalo, Joaquín Torres-Sospedra, Mikko Valkama
Transfer Learning for Convolutional Indoor Positioning Systems. IPIN (2021)
Aki Karttunen, Mikko Valkama, Jukka Talvitie
Influence of Noise-Limited Censored Path Loss on Model Fitting and Path Loss-Based Positioning. Sensors 21 (3) (2021)
Ossi Kaltiokallio, Yu Ge, Jukka Talvitie, Henk Wymeersch, Mikko Valkama
mmWave Simultaneous Localization and Mapping Using a Computationally Efficient EK-PHD Filter. FUSION (2021)
Elizaveta Rastorgueva-Foi, Olga Galinina, Mário Costa, Mike Koivisto, Jukka Talvitie, Sergey Andreev, Mikko Valkama
Networking and Positioning Co-Design in Multi-Connectivity Industrial mmW Systems. IEEE Trans. Veh. Technol. 69 (12) (2020)
Jukka Talvitie, Toni Levanen, Mike Koivisto, Tero Ihalainen, Kari Pajukoski, Mikko Valkama
Beamformed Radio Link Capacity Under Positioning Uncertainty. IEEE Trans. Veh. Technol. 69 (12) (2020)
Roman Klus, Lucie Klus, Dmitrii Solomitckii, Jukka Talvitie, Mikko Valkama
Deep Learning-Based Cell-Level and Beam-Level Mobility Management System. Sensors 20 (24) (2020)
Carlos Baquero Barneto, Taneli Riihonen, Matias Turunen, Mike Koivisto, Jukka Talvitie, Mikko Valkama
Radio-based Sensing and Indoor Mapping with Millimeter-Wave 5G NR Signals. ICL-GNSS (2020)
Roman Klus, Lucie Klus, Dmitrii Solomitckii, Mikko Valkama, Jukka Talvitie
Deep Learning Based Localization and HO Optimization in 5G NR Networks. ICL-GNSS (2020)
Jaakko Pihlajasalo, Mike Koivisto, Jukka Talvitie, Simo Ali-Löytty, Mikko Valkama
Absolute Positioning with Unsupervised Multipoint Channel Charting for 5G Networks. VTC Fall (2020)
Yi Lu, Mike Koivisto, Jukka Talvitie, Mikko Valkama, Elena Simona Lohan
Positioning-Aided 3D Beamforming for Enhanced Communications in mmWave Mobile Networks. IEEE Access 8 (2020)
Aki Karttunen, Mikko Valkama, Jukka Talvitie
Positioning Based on Noise-Limited Censored Path Loss Data. ICL-GNSS (2020)
Yi Lu, Mike Koivisto, Jukka Talvitie, Mikko Valkama, Elena Simona Lohan
EKF-based and Geometry-based Positioning under Location Uncertainty of Access Nodes in Indoor Environment. IPIN (2019)
Jukka Talvitie, Mike Koivisto, Toni Levanen, Tero Ihalainen, Kari Pajukoski, Mikko Valkama
Radio Positioning and Tracking of High-Speed Devices in 5G NR Networks: System Concept and Performance. EUSIPCO (2019)
Jukka Talvitie, Toni Levanen, Mike Koivisto, Mikko Valkama
Positioning and Tracking of High-speed Trains with Non-linear State Model for 5G and Beyond Systems. ISWCS (2019)
Jukka Talvitie, Toni Levanen, Mike Koivisto, Tero Ihalainen, Kari Pajukoski, Mikko Valkama
Positioning and Location-Aware Communications for Modern Railways with 5G New Radio. CoRR (2019)
Wenbo Wang, Jukka Talvitie, Eva Josth Adamova, Thilo Fath, Lubos Korenciak, Mikko Valkama, Elena Simona Lohan
Empowering Heterogeneous Communication Data Links in General Aviation through mmWave Signals. IEEE Wirel. Commun. 26 (6) (2019)
Jukka Talvitie, Mike Koivisto, Toni Levanen, Mikko Valkama, Giuseppe Destino, Henk Wymeersch
High-Accuracy Joint Position and Orientation Estimation in Sparse 5G mmWave Channel. ICC (2019)
Toni Levanen, Zexian Li, Jukka Talvitie, Markku Renfors, Mikko Valkama
Filtered OFDM Based URLLC in 5G New Radio: Principles and Performance. WCNC Workshops (2019)
Jukka Talvitie, Toni Levanen, Mike Koivisto, Tero Ihalainen, Kari Pajukoski, Mikko Valkama
Positioning and Location-Aware Communications for Modern Railways with 5G New Radio. IEEE Commun. Mag. 57 (9) (2019)
Soheil Rostami, Kari Heiska, Oleksandr Puchko, Jukka Talvitie, Kari Leppänen, Mikko Valkama
Novel Wake-Up Signaling for Enhanced Energy-Efficiency of 5G and beyond Mobile Devices. GLOBECOM (2018)
Elizaveta Rastorgueva-Foi, Mário Costa, Mike Koivisto, Jukka Talvitie, Kari Leppänen, Mikko Valkama
Beam-based Device Positioning in mmWave 5G Systems under Orientation Uncertainties. ACSSC (2018)
Jukka Talvitie, Toni Levanen, Mike Koivisto, Kari Pajukoski, Markku Renfors, Mikko Valkama
Positioning of high-speed trains using 5G new radio synchronization signals. WCNC (2018)
Jukka Talvitie, Markku Renfors, Mikko Valkama, Elena Simona Lohan
Method and Analysis of Spectrally Compressed Radio Images for Mobile-Centric Indoor Localization. IEEE Trans. Mob. Comput. 17 (4) (2018)
Mike Koivisto, Jukka Talvitie, Mário Costa, Kari Leppänen, Mikko Valkama
Joint cmWave-based multiuser positioning and network synchronization in dense 5G networks. WCNC (2018)
Jukka Talvitie, Toni Levanen, Mike Koivisto, Tero Ihalainen, Kari Pajukoski, Markku Renfors, Mikko Valkama
Positioning and Location-Based Beamforming for High Speed Trains in 5G NR Networks. GLOBECOM Workshops (2018)
Jukka Talvitie, Toni Levanen, Mike Koivisto, Kari Pajukoski, Markku Renfors, Mikko Valkama
Positioning of High-speed Trains using 5G New Radio Synchronization Signals. CoRR (2018)
Toni Levanen, Jukka Talvitie, Risto Wichman, Ville Syrjälä, Markku Renfors, Mikko Valkama
Location-aware 5G communications and Doppler compensation for high-speed train networks. EuCNC (2017)
Mike Koivisto, Aki Hakkarainen, Mário Costa, Jukka Talvitie, Kari Heiska, Kari Leppänen, Mikko Valkama
Continuous high-accuracy radio positioning of cars in ultra-dense 5G networks. IWCMC (2017)
Mike Koivisto, Mário Costa, Janis Werner, Kari Heiska, Jukka Talvitie, Kari Leppänen, Visa Koivunen, Mikko Valkama
Joint Device Positioning and Clock Synchronization in 5G Ultra-Dense Networks. IEEE Trans. Wirel. Commun. 16 (5) (2017)
Jukka Talvitie, Mikko Valkama, Giuseppe Destino, Henk Wymeersch
Novel Algorithms for High-Accuracy Joint Position and Orientation Estimation in 5G mmWave Systems. GLOBECOM Workshops (2017)
Jukka Talvitie, Markku Renfors, Elena Simona Lohan
Novel Indoor Positioning Mechanism Via Spectral Compression. IEEE Commun. Lett. 20 (2) (2016)
Elena Simona Lohan, Jukka Talvitie, Gonzalo Seco-Granados
Data fusion approaches for WiFi fingerprinting. ICL-GNSS (2016)
Mike Koivisto, Mário Costa, Janis Werner, Kari Heiska, Jukka Talvitie, Kari Leppänen, Visa Koivunen, Mikko Valkama
Joint Device Positioning and Clock Synchronization in 5G Ultra-Dense Networks. CoRR (2016)
Elina Laitinen, Jukka Talvitie, Elena Simona Lohan
On the RSS biases in WLAN-based indoor positioning. ICC Workshops (2015)
Jukka Talvitie, Markku Renfors, Elena Simona Lohan
Distance-Based Interpolation and Extrapolation Methods for RSS-Based Localization With Indoor Wireless Signals. IEEE Trans. Veh. Technol. 64 (4) (2015)
Elena Simona Lohan, Jukka Talvitie, Pedro Figueiredo e Silva, Henri Nurminen, Simo Ali-Löytty, Robert Piché
Received signal strength models for WLAN and BLE-based indoor positioning in multi-floor buildings. ICL-GNSS (2015)
Jukka Talvitie, Markku Renfors, Elena Simona Lohan
A Comparison of Received Signal Strength Statistics between 2.4 GHz and 5 GHz Bands for WLAN-Based Indoor Positioning. GLOBECOM Workshops (2015)
Orod Raeesi, Juho Pirskanen, Ali Hazmi, Jukka Talvitie, Mikko Valkama
Performance Enhancement and Evaluation of IEEE 802.11ah Multi-Access Point Network Using Restricted Access Window Mechanism. DCOSS (2014)
Elena Simona Lohan, Karoliina Koski, Jukka Talvitie, Leena Ukkonen
WLAN and RFID Propagation channels for hybrid indoor positioning. ICL-GNSS (2014)
Toni Levanen, Juho Pirskanen, Timo Koskela, Jukka Talvitie, Mikko Valkama
Low latency radio interface for 5G flexible TDD local area communications. ICC Workshops (2014)
Toni Levanen, Jukka Talvitie, Juho Pirskanen, Mikko Valkama
New Spectrally and Energy Efficient Flexible TDD Based Air Interface for 5G Small Cells. VTC Spring (2014)
Toni Levanen, Juho Pirskanen, Timo Koskela, Jukka Talvitie, Mikko Valkama
Radio interface evolution towards 5G and enhanced local area communications. IEEE Access 2 (2014)
Jukka Talvitie, Elena Simona Lohan, Markku Renfors
The effect of coverage gaps and measurement inaccuracies in fingerprinting based indoor localization. ICL-GNSS (2014)
Shweta Shrestha, Jukka Talvitie, Elena Simona Lohan
On the fingerprints dynamics in WLAN indoor localization. ITST (2013)
Jukka Talvitie, Elena Simona Lohan
Modeling Received Signal Strength measurements for cellular network based positioning. ICL-GNSS (2013)
Shweta Shrestha, Jukka Talvitie, Elena Simona Lohan
Deconvolution-based indoor localization with WLAN signals and unknown access point locations. ICL-GNSS (2013)
Toni Levanen, Jukka Talvitie, Markku Renfors
Performance evaluation of time-multiplexed and data-dependent superimposed training based transmission with practical power amplifier model. EURASIP J. Wirel. Commun. Netw. 2012 (2012)
Henri Nurminen, Jukka Talvitie, Simo Ali-Löytty, Philipp Müller, Elena Simona Lohan, Robert Piché, Markku Renfors
Statistical path loss parameter estimation and positioning using RSS measurements in indoor wireless networks. IPIN (2012)
Henri Nurminen, Jukka Talvitie, Simo Ali-Löytty, Philipp Müller, Elena Simona Lohan, Robert Piché, Markku Renfors
Statistical path loss parameter estimation and positioning using RSS measurements. UPINLBS (2012)
Elina Laitinen, Elena Simona Lohan, Jukka Talvitie, Shweta Shrestha
Access point significance measures in WLAN-based location. WPNC (2012)
Shweta Shrestha, Elina Laitinen, Jukka Talvitie, Elena Simona Lohan
RSSI channel effects in cellular and WLAN positioning. WPNC (2012)
Jukka Talvitie, Toni Levanen, Markku Renfors
Channel estimation in time-varying flat-fading channel using superimposed pilots with interference avoidance. ISWCS (2010)
Jukka Talvitie, Toni Levanen, Markku Renfors
Channel equalization in narrowband mobile peer-to-peer networks using superimposed pilots. ISWCS (2009)