Profile

Dr Johan Wahlström

Publications

_{Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.}

_{Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.}

| 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 |

2023

• Narvaez AH, Gonzalez LC, Wahlstrom J, Lopez-Monroy AP, Reyes FM. (2023) A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics, IEEE ACCESS, volume 11, pages 93574-93586, DOI:10.1109/ACCESS.2023.3309929. [PDF]
• Wahlstrom J. (2023) Detection of Rotations Around a Fixed Axis Using Gyroscopes, IEEE Sensors Letters, volume 7, no. 8, DOI:10.1109/LSENS.2023.3296342.
• Brimacombe O, Gonzalez LC, Wahlstrom J. (2023) Smartphone-Based CO2e Emission Estimation Using Transportation Mode Classification, IEEE Access, volume 11, pages 54782-54794, DOI:10.1109/ACCESS.2023.3281307.

2022

• Wahlstrom J, Kok M. (2022) Three Symmetries for Data-Driven Pedestrian Inertial Navigation, IEEE Sensors Journal, volume 22, no. 6, pages 5797-5805, DOI:10.1109/JSEN.2022.3146646.
• Ahmadian R, Ghatee M, Wahlstrom J. (2022) Discrete Wavelet Transform for Generative Adversarial Network to Identify Drivers Using Gyroscope and Accelerometer Sensors, IEEE Sensors Journal, volume 22, no. 7, pages 6879-6886, DOI:10.1109/JSEN.2022.3152518.

2021

• Carlos MR, Gonzalez LC, Wahlstrom J, Cornejo R, Martinez F. (2021) Becoming Smarter at Characterizing Potholes and Speed Bumps from Smartphone Data-Introducing a Second-Generation Inference Problem, IEEE Transactions on Mobile Computing, volume 20, no. 2, pages 366-376, DOI:10.1109/TMC.2019.2947443.
• Wahlstrom J, Skog I. (2021) Fifteen Years of Progress at Zero Velocity: A Review, IEEE SENSORS JOURNAL, volume 21, no. 2, pages 1139-1151, DOI:10.1109/JSEN.2020.3018880. [PDF]
• Chen C, Lu CX, Wahlstrom J, Markham A, Trigoni N. (2021) Deep Neural Network Based Inertial Odometry Using Low-Cost Inertial Measurement Units, IEEE Transactions on Mobile Computing, volume 20, no. 4, pages 1351-1364, DOI:10.1109/tmc.2019.2960780.

2020

• Carlos MR, Gonzalez LC, Wahlstrom J, Ramirez G, Martinez F, Runger G. (2020) How Smartphone Accelerometers Reveal Aggressive Driving Behavior?-The Key is the Representation, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, volume 21, no. 8, pages 3377-3387, DOI:10.1109/TITS.2019.2926639. [PDF]
• Wahlstrom J, Markham A, Trigoni N. (2020) FootSLAM meets Adaptive Thresholding, IEEE Sensors Journal, pages 1-1, DOI:10.1109/jsen.2020.2987813.
• Saputra MRU, de Gusmao PPB, Lu CX, Almalioglu Y, Rosa S, Chen C, Wahlstrom J, Wang W, Markham A, Trigoni N. (2020) DeepTIO: A Deep Thermal-Inertial Odometry With Visual Hallucination, IEEE Robotics and Automation Letters, volume 5, no. 2, pages 1672-1679, DOI:10.1109/lra.2020.2969170.
• Wahlstrom J, Skog I, Handel P, Bradley B, Madden S, Balakrishnan H. (2020) Smartphone Placement Within Vehicles, IEEE Transactions on Intelligent Transportation Systems, volume 21, no. 2, pages 669-679, DOI:10.1109/tits.2019.2896708.
• Wahlstrom J, Kok M, Porto Buarque de Gusmao P, Abrudan TE, Trigoni N, Markham A. (2020) Sensor Fusion for Magneto-Inductive Navigation, IEEE Sensors Journal, volume 20, no. 1, pages 386-396, DOI:10.1109/jsen.2019.2942451.

2019

• Händel P, Wahlström J. (2019) Digital contraceptives based on basal body temperature measurements, Biomedical Signal Processing and Control, volume 52, pages 141-151, DOI:10.1016/j.bspc.2019.04.019.
• Wahlstrom J, Skog I, Gustafsson F, Markham A, Trigoni N. (2019) Zero-Velocity Detection—A Bayesian Approach to Adaptive Thresholding, IEEE Sensors Letters, volume 3, no. 6, pages 1-4, DOI:10.1109/lsens.2019.2917055.
• Wahlstrom J, Porto Buarque de Gusmao P, Markham A, Trigoni N. (2019) Map-aided Navigation for Emergency Searches, 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS), 29th - 31st May 2019, 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS), DOI:10.1109/dcoss.2019.00027.

2018

• Lopez JR, Gonzalez LC, Wahlstrom J, Montes y Gomez M, Trujillo L, Ramirez-Alonso G. (2018) A Genetic Programming Approach for Driving Score Calculation in the Context of Intelligent Transportation Systems, IEEE Sensors Journal, volume 18, no. 17, pages 7183-7192, DOI:10.1109/jsen.2018.2856112.
• Wahlstrom J, Skog I, Nordstrom RL, Handel P. (2018) Fusion of OBD and GNSS Measurements of Speed, IEEE Transactions on Instrumentation and Measurement, volume 67, no. 7, pages 1659-1667, DOI:10.1109/tim.2018.2803998.
• Lu Z, Wahlström J, Nehorai A. (2018) Community Detection in Complex Networks via Clique Conductance, Scientific Reports, volume 8, no. 1, article no. 5982, DOI:10.1038/s41598-018-23932-z.
• Wahlstrom J, Skog I, Handel P. (2018) Inertial Sensor Array Processing with Motion Models, 2018 21st International Conference on Information Fusion (FUSION 2018), 10th - 13th Jul 2018, 2018 21st International Conference on Information Fusion (FUSION), DOI:10.23919/icif.2018.8455269.
• Wahlstrom J, Jalden J, Skog I, Handel P. (2018) Alternative EM Algorithms for Nonlinear State-Space Models, 2018 21st International Conference on Information Fusion (FUSION 2018), 10th - 13th Jul 2018, 2018 21st International Conference on Information Fusion (FUSION), DOI:10.23919/icif.2018.8455234.

2017

• Wahlstrom J, Skog I, Handel P. (2017) Smartphone-Based Vehicle Telematics: A Ten-Year Anniversary, IEEE Transactions on Intelligent Transportation Systems, volume 18, no. 10, pages 2802-2825, DOI:10.1109/tits.2017.2680468.
• Wahlstrom J, Skog I, Handel P, Khosrow-khavar F, Tavakolian K, Stein PK, Nehorai A. (2017) A Hidden Markov Model for Seismocardiography, IEEE Transactions on Biomedical Engineering, volume 64, no. 10, pages 2361-2372, DOI:10.1109/tbme.2017.2648741.
• Wahlstrom J, Skog I, Rosa PSL, Handel P, Nehorai A. (2017) The $\beta$-Model—Maximum Likelihood, Cramér–Rao Bounds, and Hypothesis Testing, IEEE Transactions on Signal Processing, volume 65, no. 12, pages 3234-3246, DOI:10.1109/tsp.2017.2691667.

2016

• Wahlstrom J, Skog I, Rodrigues JGP, Handel P, Aguiar A. (2016) Map-Aided Dead-Reckoning Using Only Measurements of Speed, IEEE Transactions on Intelligent Vehicles, volume 1, no. 3, pages 244-253, DOI:10.1109/tiv.2017.2657383.
• Wahlstrom J, Skog I, Handel P, Nehorai A. (2016) IMU-Based Smartphone-to-Vehicle Positioning, IEEE Transactions on Intelligent Vehicles, volume 1, no. 2, pages 139-147, DOI:10.1109/tiv.2016.2588978.

Showing 26 publications from Symplectic.