Personal profile
Fields of Science
- 113 Computer and information sciences
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Utilization of Machine Learning Algorithms and Radio Frequency Signals to Remove the Barriers of Low-Cost Accurate Seamless Localization
Kia, G., 2024, Helsinki.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Fast and Precise Neural Network-Based Environment Detection utilizing UWB CSI for Seamless Localization Applications
Kia, G., Plets, D., Van Herbruggen, B., Fontaine, J., Verloock, L., De Poorter, E. & Talvitie, J., 2023, 2023 International Conference on Localization and GNSS, ICL-GNSS 2023 - Proceedings. Nurmi, J., Sospedra, J. T., Lohan, E.-S., Huerta, J. & Ometov, A. (eds.). Institute of Electrical and Electronics Engineers Inc., 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Toward Seamless Localization: Situational Awareness Using UWB Wearable Systems and Convolutional Neural Networks
Kia, G., Plets, D., Van Herbruggen, B., De Poorter, E. & Talvitie, J., 2023, In: IEEE journal of indoor and seamless positioning and navigation. 1Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
A CNN Approach for 5G mmWave Positioning Using Beamformed CSI Measurements
Kia, G., Ruotsalainen, L. & Talvitie, J., 2022, 2022 INTERNATIONAL CONFERENCE ON LOCALIZATION AND GNSS (ICL-GNSS). Nurmi, J., Lohan, E., Sospedra, J., Kuusniemi, H. & Ometov, A. (eds.). IEEE, 7 p. (International Conference on Localization and GNSS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Toward Accurate Indoor Positioning: An RSS-Based Fusion of UWB and Machine-Learning-Enhanced WiFi
Kia, G., Ruotsalainen, L. & Talvitie, J., May 2022, In: Sensors. 22, 9, 27 p., 3204.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access