研究兴趣

信道编码,闪存纠错,5G-6G纠错码

硬件体系结构,机器学习

射频指纹识别;FPGA安全;

Journal Paper

1.       Heng Liu, Jin Sha, An Error Correction Technique for Product Codes Construction of PAC Codes, IEEE Transactions on Green Communications and Networking, 2026.

2.       Z. Cai, G. Lu, Y. Wang, G. Gui and J. Sha, Robust Cross-Domain Drone RFFI Method Using Domain-Invariant Adversarial Learning and Manifold Regularization, in IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 443-453, 2026, doi: 10.1109/TCCN.2025.3561305.

3.       Z. Zhao, F. Yu, W. Jiang and J. Sha, Electro-Optical Reed-Muller Code Decoders Based on Integrated Optics, in IEEE Journal on Emerging and Selected Topics in Circuits and Systems, doi: 10.1109/JETCAS.2025.3624556.

4.       Z. Cai, Y. Yin, Y. Wang, G. Gui and J. Sha, Receiver-Agnostic Radio Frequency Fingerprinting via Domain-Invariant Feature Learning, in IEEE Communications Letters, vol. 29, no. 10, pp. 2396-2400, Oct. 2025, doi: 10.1109/LCOMM.2025.3598034.

5.       Y. Wang, W. Mao, H. Shi, J. Sha and Z. Wang, An Energy-Efficient FPGA Accelerator for Swin Transformer, in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 33, no. 6, pp. 1774-1778, June 2025, doi: 10.1109/TVLSI.2025.3540844.

6.       Z. Cai, Y. Wang, G. Gui and J. Sha, Toward Robust Radio Frequency Fingerprint Identification via Adaptive Semantic Augmentation, in IEEE Transactions on Information Forensics and Security, vol. 20, pp. 1037-1048, 2025, doi: 10.1109/TIFS.2024.3522758.

7.       Q. Jiang and J. Sha, Channel-Resilient and Low-Power Radio Frequency Fingerprint Identification for VDES-SAT, in IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 4, pp. 2161-2170, Aug. 2025, doi: 10.1109/TCCN.2024.3508770.

8.       Q. Jiang and J. Sha, Radio Frequency Fingerprint Identification Using Conditional Generative Adversarial Network for SAT-AIS, in IEEE Transactions on Aerospace and Electronic Systems, vol. 61, no. 1, pp. 593-602, Feb. 2025, doi: 10.1109/TAES.2024.3452706.

9.       Q. Jiang and J. Sha, Physical Layer Authentication via Conditional Variational Auto-Encoder for AIS, in IEEE Transactions on Green Communications and Networking, vol. 9, no. 2, pp. 513-521, June 2025, doi: 10.1109/TGCN.2024.3439536.

10.     Yuefei Wang, Wendong Mao, Lang Feng, Jin Sha, Zhongfeng Wang, A CPU+FPGA OpenCL Heterogeneous Computing Platform for Multi-Kernel Pipeline, ACM Transactions on Design Automation of Electronic Systems, Volume 30, Issue 4, Pages 1 – 23. 2025

11.     Q. Jiang and J. Sha, Radio Frequency Fingerprint Identification Based on Variational Autoencoder for GNSS, in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-4, 2024, Art no. 8002704, doi: 10.1109/LGRS.2024.3413962.

12.     Z. Cai, Y. Wang, Q. Jiang, G. Gui and J. Sha, Toward Intelligent Lightweight and Efficient UAV Identification With RF Fingerprinting, in IEEE Internet of Things Journal, vol. 11, no. 15, pp. 26329-26339, 1 Aug.1, 2024, doi: 10.1109/JIOT.2024.3395466.

13.     Q. Jiang and J. Sha, RF Fingerprinting Identification in Low SNR Scenarios for Automatic Identification System, in IEEE Transactions on Wireless Communications, vol. 23, no. 3, pp. 2070-2081, March 2024, doi: 10.1109/TWC.2023.3294988.

14.     Heng Liu, Jin Sha, An Improved Critical Set for List Decoding of Polar Codes, IEEE Communications Letters, vol. 27, no. 9, pp. 2269-2273, Sept. 2023.

15.     Qi Jiang, Jin Sha, The Use of SNN for Ultralow-Power RF Fingerprinting Identification With Attention Mechanisms in VDES-SAT, IEEE Internet of Things Journal, vol. 10, no. 17, pp. 15594-15603, Sept. 2023.

16.     Lang Feng, Jin Sha, Zhongfeng Wang, 1+1<2: Efficient Automatic Standard Cell Sharing between Digital VLSI Designs for Area Saving, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 42, no. 11, pp. 4177-4190, Nov. 2023.

17.     Shangpeng Deng, Zhiyuan Xiao, Jin Sha, Zhongfeng Wang, An Adaptive Chase-Pyndiah Algorithm for Turbo Product Codes, IEEE Communications Letters, vol. 27, no. 4, pp. 1065-1069, April 2023.

18.     Zhiyuan Xiao,Liguang Li, Jin Xu, Jin Sha, Construction of Protograph LDPC Codes Based on the Convolution Neural Network, China Communications, vol. 20, no. 5, pp. 84-92, May 2023.

19.     Qi Jiang, Jin Sha, RF Fingerprinting Identification Based on Spiking Neural Network for LEO-MIMO Systems, IEEE Wireless Communications Letters, vol.12, no.2, pp.287-291. Feb, 2023

20.     Dezhi Peng, Jin Sha, Efficient HLS implementation of fast linear discriminant analysis classifier, IEEE Embedded Systems Letters, vol.13, no.4, pp.214-218, Dec, 2021.

21.     Xiangyun Deng, Jin Sha, Xiaotian Zhou, Yuxiang Fu, Zaichen Zhang, Xiaohu You, Chuan Zhang, Joint Detection and Decoding of Polar-Coded OFDM-IDMA Systems, IEEE Transactions on Circuits and Systems I, vol. 66, no. 10, pp.4005 - 4017, Oct, 2019.

22.     Xiaozhen Liu, Jin Sha, Hongxiang Xie, Feifei Gao, Shi Jin, Zaichen Zhang, Xiaohu You, Chuan Zhang, Efficient Channel Estimator with Angle-Division Multiple Access, IEEE Transactions on Circuits and Systems I, vol. 66, no. 2, pp.708 - 718, Feb, 2019.

23.     Hangqi Ge, Jin Sha, FPGA-based low-complexity high-throughput real-time hardware accelerator for robust watermarking, Journal of Real-Time Image Processing, vol. 16, no. 4, pp. 813-820, Aug, 2019.

24.     Jing Chang, Jin Sha, Prune deep neural networks with the modified L1/2 penalty, IEEE Access, vol.7, no.12, pp.2273-2280, Dec. 2018.

25.     Zhongjie Chen, Jin Sha, Chuan Zhang, Feng Yan, A Low Complexity LDPC-BCH Concatenated Decoder for NAND Flash Memory, IEICE Electronics Express, vol.15, no.11, pp.1-11, 2018.5.

26.     Wei Shen, Cheng Chen, Jin Sha, Multi-column Parallel QC-LDPC Decoder Architecture for NAND Flash Memory, IEICE Electronics Express, vol.15, no.10, pp.1-10, 2018.5.

27.     Dao Ren, Jin Sha, Improved Gradient Descent Bit Flipping Decoder for LDPC Codes on BSC Channel, IEICE Electronics Express, vol.15, no.8, pp.1-7, 2018.4.

28.     Shao Wei, Sha Jin, Zhang Chuan, Dispersed Array LDPC Codes and Decoder Architecture for NAND Flash Memory, IEEE Transactions on Circuits and Systems II: Express Briefs, vol.65, no.8, pp.1014-1018, 2018.

29.     Yuan Jingyang, Sha Jin, 4.7Gb/s LDPC Decoder on GPU, IEEE Communications Letters, vol.22, no.3, pp.478-481, 2018.

30.     Guanghui Hu, Jin Sha, Zhongfeng Wang, High-Speed Parallel LFSR Architectures Based on Improved State-Space Transformations, IEEE Transactions on Very Large Scale Integration Systems, vol.25, no.3, pp. 1159 – 1163, 2017.3

31.     Jingbo Liu, Jin Sha, Frozen bits selection for polar codes based on simulation and BP decoding, IEICE Electronics Express, Vol.14, No.2, 1–6, 2017.

32.     Jing Chang, Jin Sha, An efficient implementation of 2D convolution in CNN, IEICE Electronics Express, vol.14, no.1, 1–8, 2017.

33.     Jin Sha, Jingbo Liu, Jun Lin, Zhongfeng Wang, A Stage-Combined Belief Propagation Decoder for Polar Codes, Journal of Signal Processing Systems, 2016 (7) :1-8 2016.

34.     Jin Sha, Jingbo Liu and Zhongfeng Wang, Improved BP decoder for polar codes based on a modified kernel matrix, Electronics Letters, vol. 52, no. 24 pp. 1982–1984, 2016.

35.     Kai Huang, Jin Sha, Wei Shi, Zhongfeng Wang, An Efficient FPGA Implementation for 2-D MUSIC Algorithm, Circuits Syst & Signal Process, 35(5) , pp.1795-1805, 2016.

36.     Sha Jin, Liu Xing, Wang Zhongfeng, Zeng Xiaoyang, A Memory Efficient Belief Propagation Decoder for Polar Codes, China Communications, 12(5), pp.34-41, May 2015.

37.     He, KaiSha, JinWang, ZhongfengNonbinary LDPC code decoder architecture with efficient check node processingIEEE Transactions on Circuits and Systems II-Express Briefs, vol.59, no.6, pp.381-385, 2012.

38.     Li, LiYuan, BoWang, ZhongfengSha, JinPan, HongbingZheng, Weishan Unified architecture for reed-solomon decoder combined with burst-error correction IEEE Transactions on Very Large Scale Integration Systems, 20(7):1346-1350, 2012.

39.     Wang, ZhongfengCui, ZhiqiangSha, JinVLSI Design for Low-Density Parity-Check Code DecodingIEEE Circuits and Systems Magazine, 111):52-69, 2011.

40.     Jun Lin, Jin Sha, Zhongfeng Wang, Li Li, “Efficient Decoder Design for Non-Binary Quasi-Cyclic LDPC Codes”, IEEE Trans. on Circuits and Systems I, 2010.

41.     Jun Lin, Jin Sha, Zhongfeng Wang, Li Li, “An efficient VLSI architecture for nonbinary LDPC decoders”, IEEE Trans. on Circuits and Systems II, vol.57, no.1, pp. 51-55, Jan. 2010.

42.     Chuan Zhang, Zhongfeng Wang, Jin Sha, Li Li, and Jun Lin, “Flexible LDPC decoder design for multi-Gb/s applications”, IEEE Trans. on Circuits and Systems I, vol. 57, no. 1, pp. 116-124, Jan. 2010.

43.     Jin Sha, Jun Lin, Zhongfeng Wang, Li Li and Minglun Gao, “Decoder Design for RS-Based LDPC Codes”, IEEE Trans. on Circuits and Systems II, vol. 56, no. 9, pp. 724-728, Sep. 2009.

44.     Jin Sha, Jun Lin, Zhongfeng Wang, Li Li, and Minglun Gao, “LDPC Decoder Design for High Rate Wireless Personal Area Networks”, IEEE Trans. on Consumer Electronics, vol. 55, no. 2, pp. 455-460, May. 2009.

45.     Zhigang Wu, Jin Sha, Zhongfeng Wang, Li Li, and Minglun Gao, “An Improved Scaled DCT Architecture”, IEEE Trans. on Consumer Electronics, vol. 55, no. 2, pp. 685-689, May. 2009.

46.     Bo Yuan, Zhongfeng Wang , Li Li, Minglun Gao, Jin Sha and Chuan Zhang, “Area-Efficient Reed-Solomon Decoder Design for Optical Communications”, IEEE Trans. Circuits and Systems II, vol 56, no. 6, pp. 469-473, June, 2009.

47.     Jun Lin, Zhongfeng Wang, Li Li, Jin Sha, and Minglun Gao“Efficient Shuffle Network Architecture and Application for WiMAX LDPC Decoders”, IEEE Trans. Circuits and Systems II, vol. 56, no. 3, pp.215-219, March, 2009.

48.     Jin Sha, Zhongfeng Wang, Minglun Gao, and Li Li “Multi-Gb/s LDPC Code Design and Implementation”IEEE Trans. on VLSI Systems, vol. 17, no. 2, pp. 262-268, Feb. 2009.


 

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