研究领域
1) Information sensing & Machine Learning
2) Wireless sensor networks
3) Magnetic resonance imaging
4) High-dimensional signal processing
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1) He J F, Liu Q G, Christodoulou A G, et al. Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors[J]. IEEE Transactions on Medical Imaging, 2016, 35(9): 2119-2129.
2) He J, Zhou Y, Sun G, et al. Multi-Attribute Data Recovery in Wireless Sensor Networks With Joint Sparsity and Low-Rank Constraints Based on Tensor Completion[J]. IEEE Access, 2019, 7: 135220-135230.
3) He J, Zhou Y, Sun G, et al. Compressive Multi-attribute Data Gathering using Hankel Matrix in Wireless Sensor Networks[J]. IEEE Communications Letters, 2019, 23(12): 2417 - 2421.
4) He J, Sun G, Li Z, et al. Compressive data gathering with low-rank constraints for Wireless Sensor networks[J]. Signal Processing, 2017, 131: 73-76.
5) He J, Sun G, Zhang Y, et al. Data recovery in wireless sensor networks with joint matrix completion and sparsity constraints[J]. IEEE Communications Letters, 2015, 19(12): 2230-2233.
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