2D BiLSTM Based Channel Impulse Response Estimator for Improving Throughput in Underwater Sensor Network
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DOI: 10.1109/access.2022.3179001
Abstract: In underwater acoustic (UWA) sensor network, the channel impulse response (CIR) at the transmitter is important to increase the link reliability and the throughput. The CIR feedback to the transmitter decreases the throughput due to… read more here.
Keywords: network; sensor network; estimator; bilstm ... See more keywords
Radar Signals Intrapulse Modulation Recognition Using Phase-Based STFT and BiLSTM
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DOI: 10.1109/access.2022.3195273
Abstract: The goal of radar emitter recognition (RER) is to extract the features of the received emitter signal. This has become a critical issue as new radar types are emerging, and the electromagnetic environment is becoming… read more here.
Keywords: recognition; phase coded; phase based; radar ... See more keywords
RFE Based Feature Selection and KNNOR Based Data Balancing for Electricity Theft Detection Using BiLSTM-LogitBoost Stacking Ensemble Model
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DOI: 10.1109/access.2022.3215532
Abstract: Obtaining outstanding electricity theft detection (ETD) performance in the realm of advanced metering infrastructure (AMI) and smart grids (SGs) is quite difficult due to various issues. The issues include limited availability of theft data as… read more here.
Keywords: electricity theft; feature; theft; model ... See more keywords
Power Load Prediction Based on IGWO-BILSTM Network
Sign Up to like & getrecommendations! Published in 2023 at "Mathematical Problems in Engineering"
DOI: 10.1155/2023/8996138
Abstract: Recently, neural networks based on intelligent algorithms have been widely used in short-term power load prediction. However, these algorithms have poor reproducibility in the case of repetition. Aiming at the shortcomings of the gray wolf… read more here.
Keywords: prediction; igwo; bilstm; load ... See more keywords
ECG signal classification based on deep CNN and BiLSTM
Sign Up to like & getrecommendations! Published in 2021 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-021-01736-y
Abstract: Background Currently, cardiovascular disease has become a major disease endangering human health, and the number of such patients is growing. Electrocardiogram (ECG) is an important basis for {medical doctors to diagnose the cardiovascular disease, which… read more here.
Keywords: bilstm; ecg signal; classification; loss ... See more keywords
A Ship Trajectory Prediction Model Based on Attention-BILSTM Optimized by the Whale Optimization Algorithm
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DOI: 10.3390/app13084907
Abstract: Nowadays, maritime transportation has become one of the most important ways of international trade. However, with the increase in ship transportation, the complex maritime environment has led to frequent traffic accidents, causing huge economic losses… read more here.
Keywords: prediction; attention bilstm; model; bilstm ... See more keywords