Estimation of battery SOC using a combined approach of temporal convolutional networks and Unscented Kalman Filter. [PDF]
Lin H, Chen X, Zhang L, Bao Z, Tang S.
europepmc +1 more source
Observation‐Constrained Fossil Fuel CO2 Emissions Reveal Post‐2018 Stabilization in China
Abstract Accurate quantification of interannual variations in China's fossil fuel CO2 (FFCO2) emissions is critical for climate policy evaluation. However, bottom‐up inventories exhibit growing discrepancies. Here, we estimate China's 2015–2023 FFCO2 emissions using the Regional multi‐Air Pollutant Assimilation System, integrating in situ observations ...
Shuzhuang Feng +6 more
wiley +1 more source
Optimal Sequential Fusion Kalman Filter for Multi-Sensor Linear Systems with Noise Cross-Correlated. [PDF]
Huang W, Wen C.
europepmc +1 more source
Ensemble‐Based Assimilation of Sounding Observations With AI Weather Models
Abstract The artificial intelligence (AI)‐based weather models have shown great promise for weather forecasts. But they rely on the initial conditions provided by traditional paradigm of numerical weather prediction, which has a cycled data assimilation (DA) to combine short‐term forecasts and observations.
Huifeng Huang, Lili Lei, Zhe‐Min Tan
wiley +1 more source
Integrating GAN-based machine learning with nonlinear Kalman filtering for enhanced state estimation. [PDF]
Tobaly L, Yaniv E, Zalevsky Z.
europepmc +1 more source
Denoising eye movement signals using a novel signal processing framework to preserve oculomotor integrity in dyslexia. [PDF]
Gajendiran S, Sivagnanam Y.
europepmc +1 more source
Velocity and Angle Tracking of Fast Targets Using a Bandwidth-Coded Hybrid Chirp FMCW Radar. [PDF]
Gökdemir B +3 more
europepmc +1 more source
Data assimilation approach for addressing incompleteness in pedestrian flow measurement techniques using particle filter. [PDF]
Murata R, Tanaka K.
europepmc +1 more source
A Battery-Aware Sensor Fusion Strategy: Unifying Magnetic-Inertial Attitude and Power for Energy-Constrained Motion Systems. [PDF]
Silva RDCE +4 more
europepmc +1 more source
An Extended Kalman Filter with Remainder Terms and Correlation Compensation for Nonlinear State Monitoring and Soft Sensing. [PDF]
Ke J, Wen C.
europepmc +1 more source

