Codes:

DCSNet_Mnist.py: The model of DCSNet for IEEE IoT Journal 2021 Cited Paper [1].

Model_define_tf_github.py: The model of QDCS-Net which is derived from the baseline model in NAIC AI+Wireless 2020 [https://naic.pcl.ac.cn/].

DataSets:

M. Xin, F. Cao, M. Jiang, X. Li, D. Li, M. Zhang, T. Lei, D. Yuan. “SDU-QIT End Milling Cutter Accelerated Life Test Datasets, ” Journal of Mechanical Engineering, Vol. 58, No. 9, pp. 166-171. DOI: 10.3901/JME.2022.09.166. [https://www.qlit.edu.cn/datasets/]

Cited Paper:

[1] M. Zhang, H. Zhang, D. Yuan, M. Zhang. “Learning-Based Sparse Data Reconstruction for Compressed Data Aggregation in IoT Networks, ” in IEEE Internet of Things Journal,, vol. 8, no. 14, pp. 11732-11742, 15 July15, 2021, doi: 10.1109/JIOT.2021.3059735.

[2] M. Zhang, H. Zhang, C. Zhang and D. Yuan, "Communication-Efficient Quantized Deep Compressed Sensing for Edge-Cloud Collaborative Industrial IoT Networks," in IEEE Transactions on Industrial Informatics, vol. 19, no. 5, pp. 6613-6623, May 2023, doi: 10.1109/TII.2022.3202203.