Author

Yi-Chang Cao

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2026

Credibility State Estimation Fusion Driven by Deep Learning for Low-Altitude Target Tracking

This paper presents a novel fusion estimation framework that integrates credibility-based Kalman filtering with Long Short-Term Memory (LSTM) networks to address uncertain dynamic model parameters in low-altitude target tracking. First, the iterative formulation of a Cubature Kalman Filter (CKF) is reformulated to enab...

Quan-Bo Ge, Yi-Chang Cao, Kai Lin et al. · IEEE Transactions on Automat... · 0 citations

Open access Sep 2026

Budget-Constrained Multi-Stage Search for Deep Learning Deployment Configurations on Ascend 310B Edge NPU

Deploying deep learning models on edge neural processing units (NPUs) requires selecting multiple compilation and runtime parameters. Exhaustive evaluation is costly, so high-quality configurations must be found within a limited hardware evaluation budget. We propose a budget-constrained, multi-stage search method for...

Yi-Chang Cao, Dong-Jin Xin · Applied Sciences · 0 citations