An energy-efficient dual prediction scheme using LMS filter and LSTM in wireless sensor networks for environment monitoring

T Shu, J Chen, VK Bhargava… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
… To achieve this objective, a least mean square (LMS) filter is used for a dual prediction … node
and consequently will update the coefficients of the filter. It is observed that, with this scheme…

Real-time ground filtration method for a loader crane environment monitoring system using sparse LIDAR data

K Miądlicki, M Pajor, M Saków - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… ground filtration method for the loader crane environment monitoring system. The falling prices
of … In the presented filtering solution, we use characteristic scan pattern properties, the dot …

Fault monitoring and correction in a walking robot using LMS filters

M Mladenov, M Mock… - … Workshop on Intelligent …, 2008 - ieeexplore.ieee.org
monitoring filter to 300 and the step size to 0.04. In all subsequent cases … monitoring and
correction we use 300 filter coefficients for the monitoring filter, while in the cases of monitoring

[HTML][HTML] … fetal monitoring: A maternal surface ECG electrode placement-based novel approach for optimization of adaptive filter control parameters using the LMS and …

R Martinek, R Kahankova, H Nazeran, J Konecny… - Sensors, 2017 - mdpi.com
… μ and filter order N) of LMS and RLS adaptive filters used for noninvasive fetal monitoring. …
surface in improving the performance of these adaptive filters. The main criterion for optimal …

Utilization of the lms algorithm to filter the predicted course by means of neural networks for monitoring the occupancy of rooms in an intelligent administrative building

J Vanus, R Martinek, J Nedoma, M Fajkus, D Cvejn… - IFAC-PapersOnLine, 2018 - Elsevier
… the determination of occupancy of the monitored area by means of prediction … LMS algorithm
was used to filter the predicted course in order to determine the occupancy of the monitored

[PDF][PDF] A review on filtered-x LMS algorithm

S Gaur, VK Gupta - Int. J. Signal Process. Syst, 2016 - ijsps.com
… system for implementing ANC system like digital filter, anti-aliasing filter, ADC, DAC etc also
… No doubt, such system becomes much complex as it involves many circuitries for monitoring

A novel multilayer N-LMS adaptive-filter-based control for synchronization and power quality improvement in grid-tied SPV system

G Modi, B Singh - IEEE Transactions on Industrial Electronics, 2022 - ieeexplore.ieee.org
LMS (N-LMS) adaptive filter to enhance the PLL response in non-ideal voltage conditions.
The N-LMS filter is chosen here over the LMS filter … the SPV system to monitor the algorithm’s …

An adaptive method for data reduction in the internet of things

Y Fathy, P Barnaghi, R Tafazolli - … on Internet of things (WF-IoT), 2018 - ieeexplore.ieee.org
… IoT applications including environmental monitoring (eg … of two decoupled LMS windowed
filters with differing sizes … dual prediction approach based on LMS filters that requires no prior …

Data prediction, compression, and recovery in clustered wireless sensor networks for environmental monitoring applications

M Wu, L Tan, N Xiong - Information Sciences, 2016 - Elsevier
… Data prediction in WSN using adaptive filters has … LMS algorithm for quality-based data
reduction in WSN. However, our studies presented in the current paper will show that the LMS

A distribute and self-tuning wireless environment monitoring system for buildings based on the Wi-Fi Direct technology

H Yu, J Zhang - Science and Technology for the Built Environment, 2018 - Taylor & Francis
… In Figure 10c , the raw data is the environment data collected from sensors directly and the
filtered data have been rectified through an LMS filter. The trend of temperature in the contrast …