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A Dynamic Interference Detection Method of Underwater Scenes Based on Deep Learning and Attention Mechanism
Published 2024-11-01“…Improving the three-dimensional reconstruction of underwater scenes is a challenging and hot topic in the field of underwater robot vision system research. High dynamic interference underwater has always been one of the key issues affecting the 3D reconstruction of underwater scenes. …”
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Research on characteristic model-based atmospheric duct interference control in TDD wireless communication system
Published 2022-11-01“…Atmospheric duct interference is a seriousinternal interference of large-scale TDD wireless communication system according to specific meteorological conditions.The causes and classification of the atmospheric duct interference were analyzed firstly.Then a typical quantitative interference signal propagation model of inland and sea atmospheric duct were proposed and the power characteristics of massive interference sources in time domain and frequency domain were verified.The feature of the proposed model is based on a large number of data in real 4G/5G network environment, which is of great significance for the prediction and cancellation of atmospheric duct interference.Finally, four design principles were proposed for the frame structure and networking in TDD system to control atmospheric duct interference based on the characteristics of the proposed model.The verification in 5G network shows that the uplink interference drops more than 10 dB by the proposed interference control principles.It will also be instructive for the design of 6G system.…”
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Assessing stability in discrete-time systems impacted by interference and state delays: An approach using ISS
Published 2024-12-01“…In this study, we introduce a criterion for addressing the input to state stability (ISS) problem inherent in nonlinear discrete systems featuring state delay, saturation overflow (SO), and external interference (EI). …”
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Research on characteristic model-based atmospheric duct interference control in TDD wireless communication system
Published 2022-11-01“…Atmospheric duct interference is a seriousinternal interference of large-scale TDD wireless communication system according to specific meteorological conditions.The causes and classification of the atmospheric duct interference were analyzed firstly.Then a typical quantitative interference signal propagation model of inland and sea atmospheric duct were proposed and the power characteristics of massive interference sources in time domain and frequency domain were verified.The feature of the proposed model is based on a large number of data in real 4G/5G network environment, which is of great significance for the prediction and cancellation of atmospheric duct interference.Finally, four design principles were proposed for the frame structure and networking in TDD system to control atmospheric duct interference based on the characteristics of the proposed model.The verification in 5G network shows that the uplink interference drops more than 10 dB by the proposed interference control principles.It will also be instructive for the design of 6G system.…”
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65
A Lightweight Fault Diagnosis Framework for Hydro-Turbine Main Shaft Bearing Under Noise Interference
Published 2025-01-01“…Second, a parameter-free Light Global Attention mechanism is proposed, which distinguishes key features from noise interference by minimizing the energy differences among similar features. …”
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Anti-DENV-ED3 antibody cross-talks generate immune interference among the four DENVs
Published 2024-12-01“…Conclusions: Although DENV1~4 ED3s share similar sequence homologies and structures, their immune induction potentials differ significantly in terms of immune magnitude, sero-specificity, and sero-cross-reactivity. Such intrinsic features of DENV1~4 ED3s may lead to ‘antigen interference’, limiting both the understanding of dengue etiology and the success of dengue vaccine development, which needs to neutralize all four DENV serotypes equivalently.…”
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Mitigating the Concurrent Interference of Electrode Shift and Loosening in Myoelectric Pattern Recognition Using Siamese Autoencoder Network
Published 2024-01-01“…The SAEN model was trained with a variety of shifted-view and masked-view feature maps, which were simulated through feature transformation operated on the original feature maps. …”
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Unveiling the metabolic fate of drugs through metabolic reaction-based molecular networking
Published 2025-06-01Subjects: Get full text
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AI-Driven Electrical Fast Transient Suppression for Enhanced Electromagnetic Interference Immunity in Inductive Smart Proximity Sensors
Published 2024-11-01“…Inductive proximity sensors are relevant in position-sensing applications in many industries but, in order to be used in harsh industrial environments, they need to be immune to electromagnetic interference (EMI). The use of conventional filters to mitigate these perturbations often compromises signal bandwidth, ranging from 100 Hz to 1.6 kHz. …”
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Spatial quantum-interference landscapes of multi-site-controlled quantum dots coupled to extended photonic cavity modes
Published 2025-04-01“…However, the effects of photonic states on spatial features of exciton emissions in these systems are rarely explored. …”
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Optimal Feature Selection and Classification for Parkinson’s Disease Using Deep Learning and Dynamic Bag of Features Optimization
Published 2024-11-01“…The proposed method presents an optimal feature selection technique based on Deep Learning (DL) and the Dynamic Bag of Features Optimization Technique (DBOFOT). …”
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Prediction of Target-Induced Multipath Interference Acoustic Fields in Shallow-Sea Ideal Waveguides and Statistical Characteristics of Waveguide Invariants
Published 2025-05-01“…We analyze the coupling mechanisms of multipath acoustic waves and derive precise predictive formulas for the bright–dark interference fringe patterns in range–frequency spectra based on the physical mechanisms governing acoustic field interference. …”
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Effects of weed interference, sowing date and method on growth, yield and yield components of Red Bean (Phaseolus vulgaris L.)
Published 2017-01-01“…Therefore, the objective of this research was to evaluate the effect of weed interference, sowing date and method on growth, yield, and yield components of red bean (var. …”
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Research on common-mode interference modeling for three-level LLC SiC converter based on dual-capacitor model
Published 2024-11-01“…These spikes can generate electromagnetic interference (EMI) through inductors and capacitors in the circuits, with common-mode conducted interference being particularly notable, posing a risk to the converters and nearby equipment. …”
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