Tracking vital signs of a patient using channel state information and machine learning for a smart healthcare system

MI Khan, MA Jan, Y Muhammad, DT Do… - Neural Computing and …, 2021 - Springer
… In this paper, we use channel state information (CSI) to track the vital signs of a patient and
… to the receiver, eg, a laptop, which collects and records them in real-time CSI values. Based …

Modelling of Received Power Measurement Based on Reference Signal in 5G-700M Band

S Hao, L Bo, L Yuji, D Lei, Q Yani… - 2023 9th International …, 2023 - ieeexplore.ieee.org
received by the cell phone, while CSI-RSRP is the received power of the channel state
information CSI reference signal, … RSRP data values based on the measured RSRP values above …

Device-free crowd counting with WiFi channel state information and deep neural networks

R Zhou, X Lu, Y Fu, M Tang - Wireless Networks, 2020 - Springer
channel state information (CSI) to infer crowd count in a device-free way, with only one pair
of WiFi transmitter and receiver… features and the target values based on the training samples, …

Software-defined device-to-device (D2D) communications in virtual wireless networks with imperfect network state information (NSI)

MYK Chua, FR Yu, C Liang, B Sun… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
state information, including channel state information (CSI) and queuing state information, in
… Statistical distributions of the sum user utility values based on channel estimates: CSI noise …

A power allocation algorithm for multi-tier cellular networks with heterogeneous QoS and imperfect channel considerations

K Senel, M Akar - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
… assumed that perfect channel state information is available at … decrease their target SINR
values based on the reports … on the strength of the reference signal received from the BS …

Estimating Channel Quality Indicator in 5G NR V2X Using Deep Learning

KMA Hassan, KMA Yeaser - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
received signal strength indication (RSSI), reference signal … that predicts CQI values based
on RSSI values has been … the vital parameters in the channel state information (CSI) that …

A Kalman filter based adaptive on demand transmission power control (AODTPC) algorithm for wireless sensor networks

MMY Masood, G Ahmed… - … Conference on Emerging …, 2012 - ieeexplore.ieee.org
received signal strength (RSSI) values based on the knowledge of channel state information
(CSI)… On the basis of these predicted RSSI values, transmission power levels are adjusted …

[PDF][PDF] Error Performance and Peak to Average Power Ratio (PAPR) Analysis for LTE-A System

MA Bennet, G Sankarbabu, RK Krishna… - Excel International …, 2016 - exceljournals.org.in
… is one which deals the analysis of imperfect Channel State Information (CSI). Based on this
… probability values based on power allocation process such as dividing the power between …

Wi-ESP—A tool for CSI-based device-free Wi-Fi sensing (DFWS)

M Atif, S Muralidharan, H Ko… - Journal of Computational …, 2020 - academic.oup.com
… A wide range of applications can use the channel state information (CSI) from commercial
Wi-… Different DFWS applications can exploit the amplitude values based on the signal level to …

Secret key rates and optimization of BB84 and decoy state protocols over time-varying free-space optical channels

X Sun, IB Djordjevic, MA Neifeld - IEEE Photonics Journal, 2016 - ieeexplore.ieee.org
… ) predictor is used on Alice side to predict channel state information, and the accuracy of the
… use the optimal values based on average channel transmittance which given as signal state