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

61873290
2018
F0306.自动化检测技术与装置
刘星成
面上项目
教授
中山大学
65万元
无线传感器网络;智能算法;节点定位;机器学习;优化
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Range-free Localization Based on Adaptive Anchor Selection for Wireless Sensor Networks 会议论文 Wenjie Ji;Xingcheng Liu;En Zou
2 A New Method to determine Basic Probability Assignment based on Interval Number 会议论文 Siqiang Zhong;Xingcheng Liu
3 Range-free Localization Using Extreme Learning Machine and Ring-shaped Salp Swarm Algorithm in Anisotropic Networks 期刊论文 Qiang Tu;Xingcheng Liu;Yi Xie;Guangjie Han
4 A latency‐reduced SC flip decoding algorithm for polar codes 期刊论文 Dong Yang;Yinyou Mao;Xingcheng Liu
5 LDPC decoding with locally informed dynamic scheduling based on the law of large numbers 期刊论文 Shuo Liang;Suipeng Xie;Xingcheng Liu;Zhongfeng Wang
6 A Range-Based Secure Localization Algorithm for Wireless Sensor Networks 期刊论文 Xingcheng Liu;Shaohua Su;Feng Han;Yitong Liu;Zhihong Pan
7 Detection and Localization Algorithm Based on Sparse Reconstruction 会议论文 Zhao Tang;Xingcheng Liu
8 Local Centroid Distance Constrained Representation-Based K-Nearest Neighbor Classifier 会议论文 Yinyin Zhao;Yitong Liu;Xingcheng Liu;En Zou
9 Recovery Schemes of Hop Count Matrix via Topology Inference and Applications in Range-free Localization 期刊论文 QiangTu;Yingying Zhao;Xingcheng Liu
10 一种基于堆栈自编码器的无线传感器网络非测距定位方法 专利 刘星成;纪文杰;刘异橦
11 一种基于环形樽海鞘算法的无线传感器网络节点定位方法 专利 刘星成;涂强
12 基于残差网络的WiFi指纹定位方法 专利 刘星成;成荣;魏志威
13 基于样本边界值及集成多样性的数据分类方法 专利 刘星成;沈子雄;刘异橦
14 一种基于图卷积神经网络的节点定位方法 专利 刘星成;张艳阳
15 Blockchain and AI Technology in the Industrial Internet of Things 专著 Subhendu Kumar Pani;Sian Lun Lau;Xingcheng Liu
16 The Influence of the First Erroneous Information Bit on Other Bits in Successive Cancellation Decoding Algorithm for Polar Codes 会议论文 Dong Yang;Yinyou Mao;Xingcheng Liu
17 Threat-Event Detection for Distributed Networks Based on Spatiotemporal Markov Random Field 期刊论文 Haishou Ma;Yi Xie;Shensheng Tang;Jiankun Hu;Xingcheng Liu
18 A Classifier Combining Local Distance Mean and Centroid for Imbalanced Datasets 会议论文 Yingying Zhao;Xingcheng Liu
19 Recovery of Hop Count Matrices for the Sensing Nodes in Internet of Things 期刊论文 Yingying Zhao;Xingcheng Liu;Feng Han;Guangjie Han
20 Study on the Basic Probability Assignment Based on Grey Relational Analysis and Gaussian Membership 期刊论文 Siqiang ZHONG;Xingcheng LIU;Zixiong SHEN
21 一种基于决策树分类器的跳数矩阵恢复方法 专利 刘星成;赵莹莹
22 一种基于樽海鞘算法优化的WSN分簇路由方法 专利 刘星成;涂强
23 基于JCNC的无线传感器网络自适应动态能耗优化方法 专利 刘星成;熊南迪
24 基于消息更新范围可变的动态选择策略的LDPC码译码方法 专利 刘星成;谢穗鹏;梁硕
25 一种多项式近似的差分进化节点定位方法 专利 刘星成;张艳阳
26 一种利用模糊决策的无线传感器网络节点定位方法 专利 刘星成;林浩;李玉婷
27 Energy Efficient Clustering Protocol Based on Binary SALP Swarm Algorithm for Heterogeneous Wireless Sensor Networks 会议论文 Qiang Tu;Yitong Liu;Yi Xie;Xingcheng Liu
28 A New Ensemble Pruning Method Based on Margin and Diversity 会议论文 Zixiong Shen;Xingcheng Liu
29 A Malicious Anchor Detection Algorithm Based on Isolation Forest and Sequential Probability Ratio Testing (SPRT) 会议论文 Jun Peng;Xingcheng Liu
30 Serially concatenated scheme of polar codes and the improved belief propagation decoding algorithm 期刊论文 Yinyou Mao;Dong Yang;Xingcheng Liu;Yi Xie
31 High-Throughput Dynamic Scheduling for Belief-Propagation Decoding of LDPC Codes 会议论文 Suipeng Xie;Xingcheng Liu
32 An improved path splitting strategy on successive cancellation list decoder for polar codes 期刊论文 Yunlong Peng;Jingyun Bao;Xingcheng Liu
33 基于孤立森林和序贯概率比检验的恶意锚节点检测方法 专利 刘星成;彭鋆
34 基于变量节点动态分块更新的LDPC码译码方法 专利 刘星成;郭婷;梁硕
35 基于消息更新范围固定的动态选择策略的LDPC码译码方法 专利 刘星成;谢穗鹏;梁硕
36 WSN CLUSTERING ROUTING METHOD BASED ON OPTIMIZATION WITH SALP SWARM ALGORITHM 专利 Xingcheng LIU;Qiang TU
37 An Improved Successive Cancellation List Flip Decoder for Polar Codes Based on Key Sets 会议论文 Jingyun Bao;Shunjie Lin;Xingcheng Liu
38 A Low Complexity Neural Network-Based BP Decoder for Polar Codes 会议论文 Yinyou Mao;Shizhan Cheng;Xingcheng Liu;En Zou
39 Stacked Auto-Encoders Based Localization without Ranging over Internet of Things 期刊论文 Zhengqiang Yan;Xingcheng Liu;Wenjie Ji;Yitong Liu;Guangjie Han;Yi Xie
40 An Improved Segmented Flipped Successive Cancellation List Decoder for Polar Codes 会议论文 Yunlong Peng;Xingcheng Liu;Jingyun Bao
41 以用户为中心的智能无线网络关键技术及应用 奖励 庄宏成;陈曾平;王昭诚;何小祥;罗志勇;张洁涛;刘星成;沈晖;陈立;张琳;廖庆敏
42 Anchor-Pairs Conditional Decision-Based Node Localization for Anisotropic Wireless Sensor Networks 会议论文 Feng Han;Xingcheng Liu
43 A Novel Range-Free Localization Scheme Based on Anchor Pairs Condition Decision in Wireless Sensor Networks 期刊论文 Xingcheng Liu;Feng Han;Wenjie Ji;Yitong Liu;Yi Xie
44 一种用于无线传感器网络节点定位的数据处理方法 专利 刘星成;林浩;刘异橦
45 一种基于邻接矩阵构造的跳数矩阵恢复方法 专利 刘星成;赵莹莹
46 Hierarchy Strengthened Grey Wolf Optimizer for Numerical Optimization and Feature Selection 期刊论文 Qiang Tu;Xuechen Chen;Xingcheng Liu
47 A Novel Distance Estimation Model and Its Use to Node Localization 会议论文 Yanyang Zhang;Xingcheng Liu
48 Range-free localization using Reliable Anchor Pair Selection and Quantum-behaved Salp Swarm Algorithm for anisotropic Wireless Sensor Networks 期刊论文 Qiang Tu;Yitong Liu;Feng Han;Xingcheng Liu;Yi Xie
49 Multi-strategy ensemble grey wolf optimizer and its application to feature selection 期刊论文 Qiang Tu;Xuechen Chen;Xingcheng Liu
50 METHOD OF HOP COUNT MATRIX RECOVERY BASED ON 3DECISION TREE CLASSIFIER 专利 Xingcheng LIU;Yingying ZHAO;Yitong LIU
51 An Attack-Resistant Weighted Least Squares Localization Algorithm Based on RSSI 会议论文 Yitong Liu;Jun Peng;Xingcheng Liu;Yi Xie;Zhao Tang
52 基于稀疏项恢复的恶意锚节点检测和目标节点定位方法 专利 刘星成;唐曌;刘异橦
53 DECODING METHOD OF LDPC CODES BASED ON PARTIAL AVERAGE RESIDUAL BELIEF PROPAGATION 专利 Xingcheng LIU;Shuo LIANG;Shizhan CHENG
54 一种深度学习辅助的Polar码共享权重残差BP译码方法 专利 刘星成;成施展;杨栋
55 MALICIOUS ANCHOR NODE DETECTION AND TARGET NODE LOCALIZATION METHOD BASED ON RECOVERY OF SPARSE TERMS 专利 Xingcheng LIU;Zhao TANG;Yitong LIU
56 一种针对无线传感器网络的节点定位方法 专利 刘星成;韩峰
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