Hongwei Liu
Xidian University
1304 Papers
3.9K Citations
Hongwei Liu is an academic researcher from Xidian University. The author has contributed to research in topics: Computer science & Chemistry. The author has an hindex of 67, co-authored 898 publications. Previous affiliations of Hongwei Liu include Harbin Institute of Technology & University of Queensland.
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Papers
Long short-term memory-based recurrent neural networks for nonlinear target tracking
TL;DR: Simulation results show that the proposed networks can obtain better estimation accuracy with shorter computational time compared to traditional methods, and the newly proposed structure is shown to be able to provide an estimate of the uncertainty related to the target state online and automatically.
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Deep Q-Network based Anti-Jamming Strategy Design for Frequency Agile Radar
Kang Li,Bo Jiu,Hongwei Liu +2 more
- 01 Sep 2019
TL;DR: A deep Q-network (DQN) based strategy design method for frequency agile (FA) radar is proposed, in which the FA radar is regarded as the agent in reinforcement learning (RL) and learns how to take actions in the presence of a spot jammer.
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Output power control for hydro-viscous transmission based continuously variable speed wind turbine
TL;DR: In this paper, a particle swarm optimization algorithm based multi-objective optimization method is employed to optimally design the hydro-viscous transmission for smoothing power and torque fluctuations in the full-load region.
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Construction of MDS twisted Reed–Solomon codes and LCD MDS codes
Hongwei Liu,Shengwei Liu +1 more
TL;DR: Two explicit constructions of MDS twisted Reed–Solomon codes are given and some cases, these constructions can obtain longer MDS codes than the construction of previous works.
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