Basic information

刘星成，博士，教授，博士生导师。先后赴英国Southampton大学和美国Oregon州立大学做博士后和访问学者。主要从事物联网/无线传感器网络、信道编码技术、智能信息处理、无线通信新技术等方面研究。近年来主持完成了多个国家自然科学基金项目和省市级科研项目，主持在研国家级项目2项和省市级项目2项，发表学术论文150多篇，合编中英文专著5本，获国家发明专利30多项，获广东省科技进步奖一等奖。是国家科技奖、国家自然科学基金项目和多个省市科技项目的评审专家。

联系方式 / Contact info

地址：510006 广东省广州市大学城外环东路132号 中山大学电子与信息工程学院203室

Mailing addr: Room 203, School of Electronics and Information Technology, Sun Yat-sen University, 132 East Waihuan Rd, Guangzhou College Town, Guangzhou, Guangdong 510006, China

Email: isslxc AT mail.dbsoft88.com OR isslxc AT 163.com

Tel:  +86-20-39943345 (Office)  Fax:  +86-20-39943353

ORCID: 3-1836-2205  ResearcherID: I-3975-2013

学术兼职和社会服务

中国计算机学会杰出会员、物联网专委会委员

中国电子学会高级会员, 中国通信学会高级会员, IEEE高级会员

广东省工业软件学会理事、监事长

教育经历

中山大学博士学位

华中科技大学学士和硕士学位

Education:

Ph.D. degree at Sun Yat-sen (Zhongshan) University, Guangzhou, June 2001.

B.E & M.E degrees at Huazhong University of Science & Technology, Wuhan, China.

授课课程

研究生课程：现代数字信号处理，信息与编码技术。

本科生课程：通信原理，通信工程导论，数字通信系统，无线通信原理，无线传感器网络。

Courses:

For graduates: Advanced digital signal processing, Information and coding technology

For undergraduates: Fundamentals of communications, Digital communications systems, Wireless sensor networks, Principles of wireless communications

研究方向

物联网/无线传感器网络

智能信息处理及应用

纠错编码理论及应用

Research interests:

Internet of Things (IoT) /Wireless sensor networks (WSN), Error correction coding theory and practices, Intelligent data processing algorithms

科研项目

主持的科研项目：

[1]   “复杂场景中基于智能计算的无线传感器网络节点定位研究”，国家自然科学基金(NSFC)面上项目，2019年1月- 2022年12月。

[2]   “面向5G及未来网络的高效安全移动物联网关键技术研究 ”，NSFC-广东联合基金重点项目课题， 2021年1月-2024年12月。

[3]    “LDPC码动态智能调度译码算法及在高密度存储中的应用研究”，国家自然科学基金面上项目，2016年1月- 2019年12月。

[4]   “天然气水合物开发环境原位监测及多源数据融合预警关键技术”，广东省海洋与渔业厅促进经济发展专项项目课题，2018年5月-2021年5月。

[5]    “网络编码辅助的高性能无线传感器网络关键技术研究”，国家自然科学基金面上项目，2012年1月 -2015年12月。

[6]    “LDPC码的构造及基于置信传播的译码算法研究”，国家自然科学基金面上项目，2007年1月-2009年12月。

[7]    “WSN中基于信道质量的高效自适应路由协议研究”，国家自然科学基金KOSEF中韩国际合作项目， 2007年6月 - 2009年5月。

[8]    “新型前向纠错编译码器的关键技术及相关产品研制”，广东省科技计划项目，2006.10-08.12。

[9]    “基于神经网络的Turbo译码及其性能研究”，广东省自然科学基金，2005.1 -06.12。

Research projects (Principal investigator)​: 

[1]   Research on Node Localization of Wireless Sensor Networks Based on Intelligent Computing in Complicated Scenarios, National Natural Science Foundation of China (NSFC), Jan. 2019 - Dec. 2022. 

[2]   Research on key technologies of efficient and secure mobile Internet of Things for 5G and future networks, Key Project of NSFC-Guangdong Province Joint Program, Jan. 2021 - Dec. 2024.

[3]   Study on Key Technologies of Network Coding-Assisted Wireless Sensor Networks with Excellent Performance, NSFC, Jan. 2012 -Dec. 2015. 

[4]   Dynamic Intelligent Scheduling Decoding Algorithm of LDPC Codes and Applications in High-Density Storage Cells, National Natural Science Foundation of China, Jan. 2016 - Dec. 2019. 

[5]   Construction and decoding of non-binary LDPC codes and applications, NSFC, Jan. 2010-Dec. 2012. 

[6]   Research on efficient adaptive routing protocols based on channel quality, International cooperative project of NSFC–KOSEF, June 2007 –May 2009. 

代表性科研成果

论著 Recent publications (# The co-first authors​;    * The correspondence author):

[1] Qiang Tu, Xingcheng Liu*, Yi Xie, Guangjie Han, Range-Free Localization Using Extreme Learning Machine and Ring-Shaped Salp Swarm Algorithm in Anisotropic Networks, IEEE Internet of Things Journal, May 2023, Vol 10, DoI: 10.1109/JIOT.2022.3230971. ( Access here )

[2] Dong Yang, Yinyou Mao, Xingcheng Liu*, A latency-reduced SC flip decoding algorithm for polar codes. IET Communications, Dec 2022. ( Access here )

[3]  Zhengqiang Yan#, Xingcheng Liu*, Wenjie Ji#, Yitong Liu, Guangjie Han,  Yi Xie, Stacked Auto-Encoders Based Localization without Ranging over Internet of Things, IEEE Internet of Things Journal, Vol. 9, May 2022. ( Access here  ) （中科院一区，Top期刊）

[4]  QiangTu, Yingying Zhao, Xingcheng Liu*, Recovery Schemes of Hop Count Matrix via Topology Inference and Applications in Range-free Localization, Expert Systems with Applications, Vol. 200, Aug. 2022. (Open access article) （中科院一区，Top期刊）

[5]  Shuo Liang, Suipeng Xie, Xingcheng Liu*, Zhongfeng Wang, LDPC decoding with locally informed dynamic scheduling based on the law of large numbers, IET Communications, Apr. 2022. (Open access article)

[6]  QiangTu, Yitong Liu, Feng Han, Xingcheng Liu*, Yi Xie, Range-free localization using Reliable Anchor Pair Selection and Quantum-behaved Salp Swarm Algorithm for anisotropic Wireless Sensor Networks, Ad Hoc Networks, 2021. 

[7]  Yunlong Peng, Jingyun Bao, Xingcheng Liu*, An improved path splitting strategy on successive cancellation list decoder for polar codes, IET Communications, 2021.

[8]  Yinyou Mao, Dong Yang, Xingcheng Liu*, Yi Xie, Serially concatenated scheme of polar codes and the improved belief propagation decoding algorithm, IET Communications, 2020.

[9]  Xingcheng Liu*, Feng Han, Wenjie Ji, Yitong Liu, Yi Xie, A Novel Range-Free Localization Scheme Based on Anchor Pairs Condition Decision in Wireless Sensor Networks, IEEE Transactions on Communications, 2020. （中科院一区，Top期刊）

[10]  Yingying Zhao, Xingcheng Liu*, Feng Han, Guangjie Han, Recovery of Hop Count Matrices for the Sensing Nodes in Internet of Things, IEEE Internet of Things Journal, 2020. （中科院一区，Top期刊）

[11]  Xingcheng Liu*, Shaohua Su, Feng Han, Yitong Liu, Zhihong Pan, A Range-Based Secure Localization Algorithm for Wireless Sensor Networks, IEEE Sensors Journal, 2019.

[12]  Qiang Tu, Xuechen Chen*, Xingcheng Liu*, Multi-strategy ensemble grey wolf optimizer and its application to feature selection, Applied Soft Computing, 76(2019): 16-30, March 2019. (Click here for PDF; 中科院一区，Top期刊)

[13]  Xingcheng Liu*, Feng Xiong, Zhongfeng Wang, Shuo Liang, Design of Binary LDPC Codes with Parallel Vector Message Passing, IEEE Transactions on Communications, 2018. (Click here for PDF; 一区，Top期刊)

[14]  Xingcheng Liu*, Chunlei Fan, Xuechen Chen, Dynamic Scheduling Decoding of LDPC Codes Based on Tabu Search, IEEE Transactions on Communications, 2017. (Click here for PDF; 一区，Top期刊)

[15]  Xingcheng Liu*, Wei Li, Feng Han, and Yi Xie, An Optimization Scheme of Enhanced Adaptive Dynamic Energy Consumption Based on Joint Network-Channel Coding in WSNs, IEEE Sensors Journal, September 2017. (Click here for PDF).

[16]  Xingcheng Liu*, Zhenzhu Zhou, Ru Cui, Erwu Liu, Informed Decoding Algorithms of LDPC Codes Based on Dynamic Selection Strategy, IEEE Transactions on Communications, April 2016. (Click here for PDF; 一区，Top期刊)

[17]  Xingcheng Liu*，Nandi Xiong, Wei Li, Yi Xie, An Optimization Scheme of Adaptive Dynamic Energy Consumption Based on Joint Network-Channel Coding in Wireless Sensor Networks, IEEE Sensors Journal, 2015. (Click here for PDF). 

[18]  Xingcheng Liu*, Feng Xiong, Zhenzhu Zhou, Y. Yin, and Lin Zhang, Construction of QC LDPC Cycle Codes over GF(q) Based on Cycle Entropy and Applications on Patterned Media Storage, IEEE Transactions on Magnetics, 2015. (Click here for PDF). 

[19]  Xingcheng Liu*, Chulong Liang, Yuanbin Zhang, and Lin Zhang, Decoding of Non-binary LDPC Codes Based on the Genetic Algorithm and Applications over Mobile Fading Channels, IET Communications, Jun. 2015. (Click here for PDF). 

[20]  Xingcheng Liu*, Yuanbin Zhang, Ru Cui, Variable Node Based Dynamic Scheduling Strategy for Belief- propagation Decoding of LDPC Codes, IEEE Communications Letters, Feb. 2015. (Click here for PDF). 

[21]  Xingcheng Liu*, Xinren Gong, and Yongzhao Zheng, Reliable Cooperative Communications Based on Random Network Coding in Multi-Hop Relay WSNs, IEEE Sensors Journal, Aug. 2014. Top 25 download. ( Click here for PDF). 

[22]  Xingcheng Liu*, Jinlong Cai, and Longbo Wu, Improved decoding algorithm of serial belief propagation with a stop updating criterion for LDPC codes and applications in patterned media storage, IEEE Transactions on Magnetics, Feb. 2013. (Click here for PDF)

[23]  Xingcheng Liu*, Xutao Cao, Xinren Gong, and Zaili Ma, Query-Driven Tracing for a Multi-User Scenario in Wireless Sensor Networks, IEEE Sensors Journal, 2013. (Click here for PDF). 

[24]  Liwei Mu, Xingcheng Liu*, Chulong Liang, Improved Construction of LDPC Convolutional Codes with Semi-random Parity-check Matrices, SCIENCE CHINA Information Sciences, Feb. 2014, 57(2): 022304-1- 10. (Click here for PDF). 

[25]  Yi Gong, Xingcheng Liu*, Weicai Ye, and Guojun Han, Effective Informed Dynamic Scheduling for Belief Propagation Decoding of LDPC Codes, IEEE Transactions on Communications, 59(10): 2683-2691, Oct. 2011. (Click here for PDF; 一区，Top期刊)

[26]  Xingcheng Liu*, Zaili Ma, Shaochong Liu, Xutao Cao, "Query Processing in Multi-User Scenario for Wireless Sensor Networks," IEEE Sensors Journal, October 2011, 11 (10): 2533-2541. (Click here for PDF) 

[27]  Xingcheng Liu*, Chunhua Shi, Man Teng, and Xiao Ma, "Error Correction Coding With LDPC Codes for Patterned Media Storage", IEEE Trans. on Magnetics, 45(10): 3745- 3748, Oct. 2009. (Click here for PDF) 

[28]  Guojun Han and Xingcheng Liu*, An Efficient Dynamic Schedule for Layered Belief-Propagation Decoding of LDPC Codes, IEEE Communications Letters, 13(12): 950-952, Dec. 2009. (Click here for PDF) 

[29]  Kang Wang, Xingcheng Liu*, Paul Cull, “Adaptive SNR Estimation Algorithms for Decoding Block Turbo Codes”, Kybernetes: The International Journal of Systems & Cybernetics, 39(8): 1298-1304, 2010. (Click here for PDF). 

[30]  Xingcheng Liu*, Xutao Cao, Xinren Gong, and Zaili Ma, Query-Driven Tracing for a Multi-User Scenario in Wireless Sensor Networks, IEEE Sensors Journal, Aug. 2013, 13(8): 3016-3024. (Click here for PDF). 

[31]  Guojun Han, Xingcheng Liu*, Yi Gong, Layered Dynamic Scheduling for BP Decoding of LDPC Codes over GF(q), Chinese Journal of Electronics, 22(3): 609-614, July 2013. (Click here for PDF). 

[32]  梁平元，刘星成*，石 春，罗锡璋，基于协作MIMO的多跳WSN动态分簇选择算法研究，自动化学报， 36(10): 1401-1408, Oct. 2010.

[33]  刘星成*，袁东升，梁平元，张晓瑜，基于代价函数的WSN能效路由协议性能分析，通信学报，2011年6月，32(6): 132-140.

[34]  刘星成*，叶远生，系统RA码的基于WBF策略的改进BP译码算法，电子学报，38(7): 1541-1546，2010年7月。

[35]  Yinyou Mao, Shizhan Cheng, Xingcheng Liu*, En Zou, A Low Complexity Neural Network-Based BP Decoder for Polar Codes, 2022 IEEE 8th International Conference on Computer and Communications (ICCC), Dec. 2022, Chengdu, China. IEEE Online Mar. 2023. 

[36] Yinyin Zhao, Yitong Liu, Xingcheng Liu*, En Zou, Local Centroid Distance Constrained Representation-Based K-Nearest Neighbor Classifier. Book Chapter, In: Z. Hao, X. Dang, H. Chen, F. Li (eds) Communications in Computer and Information Science, Springer, Singapore, 2020, ISBN 978-981-33-4213-2.

[37]  Qiang Tu, Yitong Liu, Yi Xie, Xingcheng Liu*, Energy Efficient Clustering Protocol Based on Binary Salp Swarm Algorithm for Heterogeneous Wireless Sensor Networks, 6th IEEE Int. Conf. on Computer & Comm. (ICCC), Chengdu, China, Dec.  2020.

[38]  Yunlong Peng, Xingcheng Liu*, Jingyun Bao, An Improved Segmented Flipped Successive Cancellation List Decoder for Polar Codes, 6th IEEE Int. Conf. on Computer & Comm. (ICCC), Chengdu, China, Dec.  2020.

[39]  Haishou Ma, Yi Xie*, Shensheng Tang, Jiankun Hu, Xingcheng Liu, Threat-Event Detection for Distributed Networks Based on Spatiotemporal Markov Random Field, IEEE Transactions on Dependable and Secure Computing, May 2022. (CCF-A类、中科院Top 期刊,  Access here ).

[40]  Wenxin Liu, Li Chen*, Xingcheng Liu, A Weighted Sum Based Construction of PAC Codes, IEEE Communications Letters, Jan 2023. ( Access here ).

[41]  Zhixiong Liang, Xingcheng Liu*, A Centralized Localization Algorithm Based on Mesh Relaxation in Wireless Sensor Networks, ChinaCom 2010, Beijing, Aug. 2010.

[42]  S. K. Pani, S. L. Lau, Xingcheng Liu, Blockchain and AI Technology in the Industrial Internet of Things, IGI Global Publisher, Hershey, PA, USA, 340pp, Jan. 2021, ISBN 978-1799866947. ( Web & Sample chapters,  Amazon here)

[43]  庄宏成, 陈曾平, 刘星成, 张琳 等, 以用户为中心的智能无线网络关键技术及应用, 2021年, 广东省科技进步奖一等奖。

 

知识产权 / Intellectual property：
 
[1] 基于消息更新范围可变的动态选择策略的LDPC码译码方法，国家知识产权局，发明专利ZL 2019102592637。

[2] 一种针对无线传感器网络的节点定位方法，国家知识产权局，发明专利ZL 2019102083675

[3] 一种无线传感器网络中基于测距的安全定位方法，国家知识产权局，发明专利ZL 2018104274085。

[4] 一种针对NAND-Flash存储介质的LDPC码译码方法，国家知识产权局，发明专利ZL 2018104274070。

[5] 一种基于阈值检测和瞬时信噪比比对的中继节点选择方法, 国家知识产权局，发明专利ZL 2018100029065。

[6] 一种针对NAND-Flash存储介质的LDPC码快速信息恢复的译码方法，国家知识产权局，发明专利ZL 2017101657599。

[7]  基于V2C动态选择策略的LDPC码动态异步更新方法, 国家知识产权局，发明专利ZL 201610009677.0.

[8]  基于JNCC的增强型无线传感器网络自适应动态能耗优化方法，国家知识产权局，发明专利ZL 201610687706.9

[9] 一种LDPC码的动态异步BP译码方法，国家知识产权局，发明专利ZL 201210050650.8。

[10] 一种LDPC码的低复杂度的动态异步BP译码方法，国家知识产权局，发明专利 ZL 201210050958.2。

[11] 一种针对LDPC码的自适应可并行动态异步BP译码方法，国家知识产权局，发明专利 ZL 201210050957.8.

[12] 无线传感器网络基于代价函数的能效路由协议的实现方法，发明专利：ZL2008 1 0027367.7，2012年4月。

[13] 基于校验和错误模式的LDPC码的译码停止判决方法，发明专利：ZL2009 10036448.8，2012年7月。

[14] 物联网智能家居监控应用软件V1.0，计算机软件著作权，2013年12月。

[15] 基于ZigBee架构的智能家居网络监控系统软件V1.0，计算机软件著作权，2013年12月。

[16] 多源海洋数据处理与可视化系统软件V1.0，计算机软件著作权，2021年3月。