Indoor positioning system (ips) using ultra-wide bandwidth (uwb)—for industrial internet of things (iiot)
The integration of the physical and digital world has become increasingly important, and
location-based services have become the most sought-after application in the field of the …
location-based services have become the most sought-after application in the field of the …
Data augmentation for electricity theft detection using conditional variational auto-encoder
X Gong, B Tang, R Zhu, W Liao, L Song - Energies, 2020 - mdpi.com
Due to the strong concealment of electricity theft and the limitation of inspection resources,
the number of power theft samples mastered by the power department is insufficient, which …
the number of power theft samples mastered by the power department is insufficient, which …
RSRP-based Doppler shift estimator using machine learning in high-speed train systems
In the fifth-generation (5G) high-speed train (HST) system operating in the millimeter-wave
(mmWave) band, a much higher Doppler shift occurs. Doppler shift severely degrades …
(mmWave) band, a much higher Doppler shift occurs. Doppler shift severely degrades …
Track misregistration mitigation using CNN-based method on single-reader/two-track reading bpmr systems
K Kankhunthod, C Warisarn - IEEE Access, 2023 - ieeexplore.ieee.org
One of the problems that cause a decrease in the performance of the ultra-high bit-patterned
magnetic recording (BPMR) system is track misregistration (TMR). Since the gap between …
magnetic recording (BPMR) system is track misregistration (TMR). Since the gap between …
Modulation code and multilayer perceptron decoding for bit-patterned media recording
S Jeong, J Lee - IEEE Magnetics Letters, 2020 - ieeexplore.ieee.org
In a bit-patterned media recording (BPMR) system, reducing the spacing between adjacent
bit islands in the down-and cross-track directions increases areal density; however, two …
bit islands in the down-and cross-track directions increases areal density; however, two …
Wading corvus optimization based text generation using deep CNN and BiLSTM classifiers
Many individuals suffer fromlocked-in syndrome or motor neuron disorders, leading to a loss
of capability to control their muscles except eye movement. Many researchers have …
of capability to control their muscles except eye movement. Many researchers have …
A study on block-based neural network equalization in TDMR system with LDPC coding
To achieve a high track density, two-dimensional magnetic recording (TDMR) is combined
with shingled magnetic recording (SMR). SMR makes it possible to record 1 bit on a few …
with shingled magnetic recording (SMR). SMR makes it possible to record 1 bit on a few …
Iterative signal detection scheme using multilayer perceptron for a bit-patterned media recording system
S Jeong, J Lee - Applied Sciences, 2020 - mdpi.com
Because of the physical and engineering problems of conventional magnetic data storage
systems, bit-patterned media recording (BPMR) is expected to be a promising technology for …
systems, bit-patterned media recording (BPMR) is expected to be a promising technology for …
[HTML][HTML] Graph Neural Network (GNN) for Joint Detection–Decoder MAP–LDPC in Bit-Patterned Media Recording Systems
TA Nguyen, J Lee - Electronics, 2024 - mdpi.com
With its high area density, bit-patterned media recording (BPMR) is emerging as a leading
technology for next-generation storage systems. However, as area density increases …
technology for next-generation storage systems. However, as area density increases …
Signal detection using extrinsic information from neural networks for bit-patterned media recording
S Jeong, J Lee - IEEE Transactions on Magnetics, 2020 - ieeexplore.ieee.org
To meet the demand for storing large amounts of data, there has been a stronger focus on
increasing the recording density of a hard disk drive (HDD). While conventional HDD suffers …
increasing the recording density of a hard disk drive (HDD). While conventional HDD suffers …