Nodes Deployment Strategy for Underwater Sensor Network Based on Fuzzy Data Fusion
ZHANG Ju-Wei1,2,3, LIU Ya-Chuang1, YANG Ting4
1.Electrical Engineering College, Henan University of Science and Technology, Luoyang 471023 2.Power Electronics Device and System Engineering Laboratory of Henan, Henan University of Science and Technology, Luoyang 471023 3.System Engineering Institute, Xi′an Jiaotong University, Xi′an 710049 4.School of Electrical Engineering and Automation, Tianjin University, Nankai 30072
Abstract：For nodes deployment of underwater sensor networks, based on the probability sensing model of passive sonar, a fuzzy sensing model and a fuzzy data fusion model are established with the consideration of underwater environment. The application of fuzzy data fusion algorithm for the nodes deployment of underwater sensor networks is studied, and nodes-deployment strategy based on fuzzy data fusion for underwater sensor networks(NAFC) is proposed. Thus, the energy consumption and the number of deployment nodes are reduced. Experimental results show that NAFC can improve the detection performance of the sensor network.
张聚伟，刘亚闯，杨挺. 基于模糊数据融合的水下传感器网络节点部署策略*[J]. 模式识别与人工智能, 2015, 28(11): 1050-1056.
ZHANG Ju-Wei, LIU Ya-Chuang, YANG Ting. Nodes Deployment Strategy for Underwater Sensor Network Based on Fuzzy Data Fusion. , 2015, 28(11): 1050-1056.
[1] Guo Z W, Luo H J, Hong F, et al. Current Progress and Research Issues in Underwater Sensor Networks. Journal of Computer Research and Development, 2010, 47(3): 377-389 (in Chinese) (郭忠文,罗汉江,洪 锋,等.水下无线传感器网络的研究进展.计算机研究与发展, 2010, 47(3): 377-389) [2] Chen H F, Fan G Y, Xie L, et al. A Hybrid Path-Oriented Code Assignment CDMA-Based MAC Protocol for Underwater Acoustic Sensor Networks. Sensors, 2013, 13(11): 15006-15025 [3] Gao M S, Foh C H, Cai J F. On the Selection of Transmission Range in Underwater Acoustic Sensor Networks. Sensors, 2012, 12(4): 4715-4729 [4] Han G J, Jiang J F, Shu L, et al. Localization Algorithms of Underwater Wireless Sensor Networks: A Survey. Sensors, 2012, 12(2): 2026-2061 [5] Aggarwal A, Kirchner F. Object Recognition and Localization: The Role of Tactile Sensors. Sensors, 2014, 14(2): 3227-3266 [6] Xia N, Wang C S, Zheng R, et al. Fish Swarm Inspired Underwater Sensor Deployment. Acta Automatica Sinica, 2012, 38(2): 295-302 (in Chinese) (夏 娜,王长生,郑 榕,等.鱼群启发的水下传感器节点布置.自动化学报, 2012, 38(2): 295-302) [7] Li S W, Wang W J, Zhang J W. An Underwater Sensor Network Deployment Algorithm Based on Submarine Depth. Chinese Journal of Sensors and Actuators, 2012, 25(11): 1613-1617 (in Chinese) (李世伟,王文敬,张聚伟.基于潜艇深度的水下传感器网络部署.传感技术学报, 2012, 25(11): 1613-1617) [8] Ibrahim S, Liu J, Al-Bzoor M, et al. Towards Efficient Dynamic Surface Gateway Deployment for Underwater Network. Ad Hoc Networks, 2013, 11(8): 2301-2312 [9] Huang J J, Sun L J, Wang R C, et al. Coverage-Enhancing Algorithm for Three-Dimensional Under-Water Sensor Networks. Journal of Nanjing University of Posts and Telecommunications: Natural Science, 2013, 33(5): 69-74 (in Chinese) (黄俊杰,孙力娟,王汝传,等.三维水下传感器网络覆盖优化算法.南京邮电大学学报:自然科学版, 2013, 33(5): 69-74) [10] Xia N, Zheng Y C, Du H Z, et al. Rigidity Driven Underwater Sensor Self-Organized Deployment. Chinese Journal of Computers, 2013, 36(3): 494-505 (in Chinese) (夏 娜,郑语晨,杜华争,等.刚性驱动水下传感器节点自组织布置.计算机学报, 2013, 36(3): 494-505) [11] Hong F, Zhang Y L, Yang B Z, et al. Review on Time Synchronization Techniques in Underwater Acoustic Sensor Networks. Acta Electronica Sinica, 2013, 41(5): 960-965 (in Chinese) (洪 锋,张玉亮,杨博真,等.水下传感器网络时间同步技术综述.电子学报, 2013, 41(5): 960-965) [12] Huang Y, Liang W, Yu H B. A Fusion Algorithm for Distributed Detection of Underwater Acoustic Signal under Communication Constraints. Information and Control, 2007, 36(6): 767-771 (in Chinese) (黄 艳,梁韦华,于海斌.通信约束下的水声信号分布式检测融合算法研究.信息与控制, 2007, 36(6): 767-771) [13] Huang Y, Liang W, Yu H B. A Deployment Strategy for Effective Coverage in Underwater Sensor Networks. Journal of Electronics & Information Technology, 2009, 31(5): 1035-1039 (in Chinese) (黄 艳,梁韦华,于海斌.一种高效覆盖的水下传感器网络部署策略.电子与信息学报, 2009, 31(5): 1035-1039)
2015, Vol. 28 
