no code implementations • 12 Oct 2023 • Mateen Ashraf, Anna Gaydamaka, Bo Tan, Dmitri Moltchanov, Yevgeni Koucheryavy
The inherent support of sixth-generation (6G) systems enabling integrated sensing and communications (ISAC) paradigm greatly enhances the application area of intelligent transportation systems (ITS).
no code implementations • 17 Mar 2023 • Aleksei Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy
The proposed method utilizes efficient computations and model exchange in a network of heterogeneous nodes and allows personalization of the learning model in the presence of non-i. i. d.
1 code implementation • 13 Jul 2022 • Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta
Indoor Positioning based on Machine Learning has drawn increasing attention both in the academy and the industry as meaningful information from the reference data can be extracted.
BIG-bench Machine Learning Generative Adversarial Network +1
no code implementations • 21 Apr 2022 • Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta
Machine learning models have become an essential tool in current indoor positioning solutions, given their high capabilities to extract meaningful information from the environment.
no code implementations • 6 Oct 2021 • Lasantha Thakshila Wedage, Bernard Butler, Sasitharan Balasubramaniam, Yevgeni Koucheryavy, Josep M. Jornet
Climate change resulting from the misuse and over-exploitation of natural resources has affected and continues to impact the planet's ecosystem.
no code implementations • 30 Apr 2021 • Yevgeni Koucheryavy, Anastasia Yastrebova, Daniel P. Martins, Sasitharan Balasubramaniam
The recent advancements in bio-engineering and wireless communications systems have motivated researchers to propose novel applications for telemedicine, therapeutics and human health monitoring.
no code implementations • 24 Nov 2020 • Miao Yang, Hongbin Zhu, Hua Qian, Yevgeni Koucheryavy, Konstantin Samouylov, Haifeng Wang
Besides, peer competition occurs when different FNs offload tasks to one FN at the same time.