Published in 2024 10th International Conference on Applied System Innovation (ICASI), 2024
Recommended citation: Z. Liu, C. -W. Sham, L. Ma and C. Fu, "ViT-LOB: Efficient Vision Transformer for StockPrice Trend Prediction Using Limit Order Books," 2024 10th International Conference on Applied System Innovation (ICASI), Kyoto, Japan, 2024 https://ieeexplore.ieee.org/abstract/document/10547868
Published in 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS), 2024
Recommended citation: Z. Yue, R. Wu, L. Ma, C. Fu and C. -W. Sham, "PQDE: Comprehensive Progressive Quantization with Discretization Error for Ultra-Low Bitrate MobileNet towards Low-Resolution Imagery," 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS), Abu Dhabi, United Arab Emirates, 2024 https://ieeexplore.ieee.org/abstract/document/10595949/
Published in MDPI, 2024
Recommended citation: Yue Z, Lo C-Y, Wu R, Ma L, Sham C-W. Urban Aquatic Scene Expansion for Semantic Segmentation in Cityscapes. Urban Science. 2024; 8(2):23. https://www.mdpi.com/2413-8851/8/2/23
Published in International Congress on Information and Communication Technology, 2024
Recommended citation: Wang, SS., Chou, Hf., Zhong, X., Ma, S.L. (2024). Early-Stopped Technique for BCH Decoding Algorithm Under Tolerant Fault Probability. In: Yang, XS., Sherratt, S., Dey, N., Joshi, A. (eds) Proceedings of Ninth International Congress on Information and Communication Technology. ICICT 2024 2024. Lecture Notes in Networks and Systems, vol 1002. Springer, Singapore. https://doi.org/10.1007/978-981-97-3299-9_3 https://link.springer.com/chapter/10.1007/978-981-97-3299-9_3
Published in IEEE Access, 2024
This paper is about JSCC implementation for 6G.
Recommended citation: Zhong, X., Sham, C. W., Ma, S. L., Chou, H. F., Mostaani, A., Vu, T. X., & Chatzinotas, S. (2024). Joint Source-Channel Coding System for 6G Communication: Design, Prototype and Future Directions. IEEE Access. https://ieeexplore.ieee.org/abstract/document/10416847
Published in 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE), 2022
Joint Souce-Channel Code based on QC-LDPC codes on the FPGA platform
Recommended citation: Ma, L., Sham, C. W., Zhan, J., & Lau, F. C. (2022, October). Implementation for JSCC Scheme Based on QC-LDPC Codes. In 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE) (pp. 292-295). IEEE. https://ieeexplore.ieee.org/abstract/document/10014340
Published in IEEE Access, 2021
Multiple iris recognition algorithm implemented on an SoC-FPGA platform
Recommended citation: Ma, L., Sham, C. W., Lo, C. Y., & Zhong, X. (2021). An effective multi-mode iris authentication system on a microprocessor-fpga heterogeneous platform with qc-ldpc codes. IEEE Access, 9, 163665-163674. https://ieeexplore.ieee.org/abstract/document/9642996/
Published in 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 2021
Extracting and analyzing iris textures for biometric recognition has been extensively studied.
Recommended citation: Ma, L., Sham, C. W., Lo, C. Y., & Zhong, X. (2021, October). A dynamically reconfigurable qc-ldpc implementation for iris recognition. In 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE) (pp. 808-812). IEEE. [https://ieeexplore.ieee.org/abstract/document/9622039/](https://ieeexplore.ieee.org/abstract/document/9622068/)
Published in 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 2021
A highly integrated system-on-chip for the on-board unit in the electronic toll collection system is presented.
Recommended citation: Zhong, X., Sham, C. W., & Ma, L. (2021, October). A highly integrated risc-v based soc for on-board unit in etc system. In 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE) (pp. 302-303). IEEE. https://ieeexplore.ieee.org/abstract/document/9622039/
Published in 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 2021
We designed a new hardware architecture that uses a non-blocking network for accelerating the convolutional neural network (CNN)
Recommended citation: Lo, C. Y., Ma, L., & Sham, C. W. (2021, October). CNN Accelerator with Non-Blocking Network Design. In 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE) (pp. 813-815). IEEE. https://ieeexplore.ieee.org/abstract/document/9622107/
Published in 2020 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2020
A RISC-V SoC (system on chip) based on visible light communication (VLC) for mobile payment application is presented.
Recommended citation: Zhong, X., Sham, C. W., & Ma, L. (2020, December). A risc-v soc for mobile payment based on visible light communication. In 2020 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS) (pp. 102-105). IEEE. https://ieeexplore.ieee.org/abstract/document/9301688/
Published in 2020 IEEE 9th Global Conference on Consumer Electronics (GCCE), 2020
The paper proposes a method to reuse IEEE 802.11n LDPC codes onto an iris recognition system based on an embedded device.
Recommended citation: Ma, L., Zhong, X., Sham, C. W., & Lo, C. Y. (2020, October). An iris recognition system implementation with error correction capability by reusing WiFi standard LDPC codes. In 2020 IEEE 9th Global Conference on Consumer Electronics (GCCE) (pp. 265-267). IEEE. https://ieeexplore.ieee.org/abstract/document/9291859/
Published in 2020 IEEE 9th Global Conference on Consumer Electronics (GCCE), 2020
We propose a new iris verification framework for an embedded system which uses IrisMatch-CNN as feature extraction and classification.
Recommended citation: Lo, C. Y., Sham, C. W., & Ma, L. (2020, October). A Novel Iris Verification Framework Using Machine Learning algorithm on Embedded Systems. In 2020 IEEE 9th Global Conference on Consumer Electronics (GCCE) (pp. 173-175). IEEE. https://ieeexplore.ieee.org/abstract/document/9291908/
Published in 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech), 2020
An iris recognition system is implemented with certain LDPC codes which have the ability to correct intrinsic fuzziness.
Recommended citation: Ma, L., & Sham, C. W. (2020, March). Iris recognition system implementation improved by qc-ldpc codes. In 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech) (pp. 88-99). IEEE. https://ieeexplore.ieee.org/abstract/document/9081256/
Published in 2019 International Conference on Field-Programmable Technology (ICFPT), 2019
We focus on an iris recognition system implementation with an error correction scheme, namely QC-LDPC
Recommended citation: Ma, L., & Sham, C. W. (2019, December). Soc-fpga-based implementation of iris recognition enhanced by qc-ldpc codes. In 2019 International Conference on Field-Programmable Technology (ICFPT) (pp. 391-394). IEEE. https://ieeexplore.ieee.org/abstract/document/8977863/
Published in IEEE Transactions on Circuits and Systems II: Express Briefs, 2019
A real-time reconfigurable decoding architecture is introduced to alleviate high computational complexity and power consumption
Recommended citation: Ma, L., Sham, C. W., Sun, J., & Tenorio, R. V. (2019). A real-time flexible telecommunication decoding architecture using fpga partial reconfiguration. IEEE Transactions on Circuits and Systems II: Express Briefs, 67(10), 2149-2153. https://ieeexplore.ieee.org/abstract/document/8906146/
Published in 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), 2019
This paper presents a data packing technique for Quasi-Cyclic LDPC codes decoder applied to NAND flash controller.
Recommended citation: Ma, L., Chou, H. F., & Sham, C. W. (2019, October). A novel data packing technique for QC-LDPC decoder architecture applied to NAND flash controller. In 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE) (pp. 897-898). IEEE. https://ieeexplore.ieee.org/abstract/document/9015393/
Published in 2018 International Conference on Advanced Technologies for Communications (ATC), 2018
We proposed an optimized BPU to perform all the operations of check nodes and variable nodes of a QC-LDPC decoder.
Recommended citation: Ma, L., & Sham, C. W. (2018, October). Optimized layer architecture for layered LDPC code decoder. In 2018 International Conference on Advanced Technologies for Communications (ATC) (pp. 287-291). IEEE. https://ieeexplore.ieee.org/abstract/document/8587568/