Citation: | SHU Jian, LIU Song, LIU Linlan, et al., “Research on Link Quality Estimation Mechanism for Wireless Sensor Networks Based on Support Vector Machine,” Chinese Journal of Electronics, vol. 26, no. 2, pp. 377-384, 2017, doi: 10.1049/cje.2017.01.013 |
X.Y. Kui, H.K. Du and J.B. Liang, "An energy-balanced connected dominating sets for data gathering in wireless sensor networks", Acta Electronica Sinica, Vol.41, No.8, pp.1521-1528, 2013. (in Chinese)
|
A. Woo, T. Tong, D. Culler, "Taming the underlying challenges of reliable multihop routing in sensor networks", Proc. of International Conference on Embedded Networked Sensor Systems, New York, USA, pp.14-27, 2003.
|
Y. Xu and W.C. Lee, "Exploring spatial correlation for link quality estimation in wireless sensor networks", Proc. of IEEE International Conference on Pervasive Computing & Communications (PerCom), Pisa, Italy, pp.200-211, 2006.
|
G. Zhou, T. He and S. Krishnamurthy, "Impact of radio irregularity on wireless sensor networks", Proc. of International Conference on Mobile Systems, Boston, Massachusets, USA, pp.125-138, 2004.
|
Y.J. Li, Z. Wang and Y.X. Sun, "Analyzing and modeling of the wireless link for sensor networks", Chinese Journal of Sensors and Actuators, Vol.20, No.8, pp.1846-1851, 2007. (in Chinese).
|
N. Baccour, A. Koubâa, M.B. Jamâa, et al., "RadiaLE:A framework for designing and assessing link quality estimators in wireless sensor networks", Ad Hoc Networks, Vol.9, No.7, pp.1165-1185, 2011.
|
P.G. Sun, H. Zhao, D.D. Luo, et al., "Study on measurement of link communication quality in wireless sensor networks", Communications Journal, Vol.28, No.10, pp.14-22, 2007. (in Chinese)
|
N. Reijers, G. Halkes and K. Langendoen, "Link layer measurements in sensor networks", Proc. of IEEE International Conference on Mobile Ad-hoc & Sensor Systems, pp.224-234, 2004.
|
J. Zhu, H. Zhao, X.Y. Zhang, et al., "LQI-based evaluation model of wireless link", Journal of Northeastern University (Natural Science), Vol.29, No.9, pp.1262-1265, 2008. (in Chinese)
|
M. Senel, K. Chintalapudi, D. Lal, et al., "A Kalman filter based link quality estimation scheme for wireless sensor networks", Proc. of IEEE Global Telecommunications Conference (GLOBECOM), Washington, DC., USA, pp.875-880, 2007.
|
L.L. Liu, Y.L. Fan, J. Shu, et al., "A link quality prediction mechanism for wsns based on time series model", Proc. of International Conference on Ubiquitous Intelligence & Computing & International Conference on Autonomic & Trusted Computing, Xi'an, China, pp.175-179, 2010.
|
J. Luo, L. Yu, D. Zhang, et al., "A new link quality estimation mechanism based on LQI in WSN", Information Technology Journal, Vol.12, No.8, pp.1626-1631, 2013.
|
X.Y. Peng, D.W. Pan, Y. Peng, et al., "On multiple time scales link estimation in wireless sensor network", Acta Electronica Sinica, Vol.39,No.3A, pp.80-85, 2011.(in Chinese)
|
Z.Q. Guo, Q. Wang, M.H. Li, et al., "Fuzzy logic based multidimensional link quality estimation for multi-hop wireless sensor networks", IEEE Sensors Journal, Vol.13, No.10, pp.3605-3615, 2013.
|
F. Wang, K. He, Y. Liu, et al., "Research on the selection of kernel function in SVM based facial expression recognition", Industrial Electronics and Applications, Vol.34, No.9, pp.789-798, 2013.
|
C. Burges, "A tutorial on support vector machines for pattern recognition", Data Mining and Knowledge Discovery, Vol.2, No.2, pp.121-167, 1998.
|
M.X. Chu, A.N. Wang and R.F. Gong, "Improvement on least squares twin support vector machine for pattern classification", Acta Electronica Sinica, Vol.42, No.5, pp.998-1003, 2013. (in Chinese)
|
C.C. Chang and C.J. Lin, "LIBSVM:A library for support vector machines", ACM Transactions on Intelligent Systems and Technology, Vol.2, No.3, 2011.
|