Multiclass autoencoder-based active learning for sensor-based human activity recognition

H Park, GH Lee, J Han, JK Choi - Future Generation Computer Systems, 2024 - Elsevier
Leveraging the enormous amounts of real-world data collected through Internet of Things
(IoT) technologies, human activity recognition (HAR) has become a crucial component of …

IEC-TPC: An Imputation Error Cluster-Based Approach for Energy Optimization in IoT Data Transmission Period Control

J Han, GH Lee, J Lee, JK Choi - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
In a variety of Internet of Things (IoT) applications, there is a growing need to constantly
transmit large amounts of real-time data from IoT sensors to enable precise environmental …

Deep Reinforcement Learning Driven Joint Dynamic TDD and RRC Connection Management Scheme in Massive IoT Networks

J Park, J Lee, D Kim, JK Choi - IEEE Access, 2024 - ieeexplore.ieee.org
To support dramatically increasing services from internet of thing (IoT) devices with the
sporadic and fluctuated generation of short packet traffic, this paper investigates joint …

Autonomous and Adaptive Communications Systems in Internet of Things

D Sharma, A Bajpai, S Kumari - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Self-sustaining and adaptive communications structures within the Internet of Factors (IoT)
are essential to allow a hit deployment of various sensing, evaluation, and choice-making …