A low complexity learning-based channel estimation for OFDM systems with online training

K Mei, J Liu, X Zhang, K Cao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… In this paper, we consider a low complexity channel estimation scheme, in which an OFDM
symbol is divided into several groups and channel estimation is performed on each group …

The effects of technical difficulties on learning and attrition during online training.

T Sitzmann, K Ely, BS Bell, KN Bauer - Journal of Experimental …, 2010 - psycnet.apa.org
… who started the voluntary online training also completed the course. This is consistent
with previous research suggesting attrition is often problematic in online training (Levy, 2007; …

An empirical examination of e-learning design: The role of trainee socialization and complexity in short term training

R Yanson, RD Johnson - Computers & Education, 2016 - Elsevier
… how pre-training socialization and task complexity affected learning in an online environment.
A controlled laboratory experiment, using a 3 (socialization) × 2 (complexity) between …

An efficient and low-complexity beam training technique for mmWave communication

W Yuan, SMD Armour, A Doufexi - 2015 IEEE 26th Annual …, 2015 - ieeexplore.ieee.org
… First, the sector level training limits the region of interest … This process is followed by a beam
level training where the beams … This method shows low complexity with reduced overheads …

Optimal complexity in decentralized training

Y Lu, C De Sa - International conference on machine …, 2021 - proceedings.mlr.press
… Distributed non-convex first-order optimization and information processing: Lower
complexity bounds and rate optimal algorithms. IEEE Transactions on Signal processing, 67(22):5912…

Low-complexity training for rapid timing acquisition in ultra wideband communications

L Yang, GB Giannakis - GLOBECOM'03. IEEE Global …, 2003 - ieeexplore.ieee.org
… In the next section, we develop a low complexity trainingbased rapid synchronization algorithm
that relies on a small number of integrate-and-dump operations, one per symbol duration…

A low-complexity method for authoring an interactive virtual maintenance training system of hydroelectric generating equipment

B Li, Y Bi, Q He, J Ren, Z Li - Computers in Industry, 2018 - Elsevier
… describes how a low-complexity method can be used for interactive maintenance training
system for … To reduce such complexities, this paper proposes a novel method of developing the …

Decision support system in online training process management for implementing complex open ended assignments in engineering education

V Latypova, V Martynov… - 2020 V International …, 2020 - ieeexplore.ieee.org
… implementation, online courses developing, online training process management, etc. … not
effective in case of online training process management in implementing complex open ended …

Online training of LSTM networks in distributed systems for variable length data sequences

T Ergen, SS Kozat - IEEE transactions on neural networks and …, 2017 - ieeexplore.ieee.org
… from training issues [5]. To circumvent these issues, we introduce highly effective and …
training methods for the LSTM architecture. To this end, in this brief, we consider online training of …

Low complexity radar gesture recognition using synthetic training data

Y Zhao, V Sark, M Krstic, E Grass - Sensors, 2022 - mdpi.com
… In this work, a low computational complexity hand gesture feature extraction methodology
based on FMCW radar and a synthetic hand gesture feature generator are proposed. …