An improved forecasting algorithm for wireless network traffic
スポンサーリンク
概要
- 論文の詳細を見る
With the growing application of wireless networks, the forecasting technologies for wireless network traffic have played a significant role in network management, congestion control and network security. Local Support Vector Machine (LSVM) is an effective method to deal with model for wireless network traffic. To further improve the forecast accuracy and the real-time computing capability of LSVM-DTW-K algorithm we previously proposed based on LSVM, Hannan-Quinn information criterion (HQ) is used to calculate the number of the nearest neighbor points and Symbolic Aggregate Approximation (SAX) is used to symbolic the time series before using Dynamic Time Wrapping (DTW) algorithm to measure the similarity between two points.
著者
-
Chen Xu
School Of Pharmaceutical Engineering Shenyang Pharmaceutical University
-
LI Hua
School of Earth and Geographical Sciences, Faculty of Natural and Agricultural Sciences, The Univers
-
Liu Xing-wei
School of Mathematics & Computer Engineering, Xihua University
-
Chen Lei
School of Mathematics & Computer Engineering, Xihua University
-
Chen Xu
School of Mathematics & Computer Engineering, Xihua University
-
Li Hua
School of Mathematics & Computer Engineering, Xihua University
関連論文
- Breaching by a new strain of Leptosphaeria maculans of anatomical barriers in cotyledons of Brassica napus cultivar Surpass 400 with resistance based on a single dominant gene
- Nonnucleoside HIV-1 Reverse-Transcriptase Inhibitors, Part 5. : Synthesis and Anti-HIV-1 Activity of Novel 6-Naphthylthio HEPT Analogues
- Synthetic Studies on d-Biotin, Part 9 : An Improved Asymmetric Synthetic Route to d-Biotin via Hoffmann-Roche Lactone-Thiolactone Approach
- An improved forecasting algorithm for wireless network traffic
- Pre-inoculation with Hyaloperonospora parasitica reduces incubation period and increases severity of disease caused by Albugo candida in a Brassica juncea variety resistant to downy mildew
- Cytological responses in the hypersensitive reaction in cotyledon and stem tissues of Brassica napus after infection by Leptosphaeria maculans
- An improved consumer goods market model-based vertical handoff decision algorithm