Predictive Estimation of Wireless Link Performance from Medium Physical Parameters Using Support Vector Regression and k-Nearest Neighbors-Reference-Cited by-同舟云学术

Predictive Estimation of Wireless Link Performance from Medium Physical Parameters Using Support Vector Regression and k-Nearest Neighbors

Published:2014 Issue: Volume: Page:78-90
ISSN:0302-9743
Container-title:Traffic Monitoring and Analysis
language:
Short-container-title:

Author:

Kremer Guillaume,Owezarski Philippe,Berthou Pascal,Capdehourat German

Publisher

Springer Berlin Heidelberg

Link

http://link.springer.com/content/pdf/10.1007/978-3-642-54999-1_7

Reference11 articles.

1. Vapnik, V., Golowich, S.E., Smola, A.: Support vector method for function approximation, regression estimation, and signal processing. In: Advances in Neural Information Processing Systems 9, vol. 9 (1997)

2. Wu, X., Kumar, V., Quinlan, J.R., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G.J., Ng, A., Liu, B., Yu, P.S., Zhou, Z.-H., Steinbach, M., Hand, D.J., Steinberg, D.: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1) (December 2007)

3. Claveirole, T., de Amorim, M.D.: Wipal and wscout, two hands-on tools for wireless packet traces manipulation and visualization. In: ACM Mobicom Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization (2008)

4. Lecointre, A., Dragomirescu, D., Plana, R.: New methodology to design advanced mb-iruwb communication system. IEE Electronics Letters 11 (2008)

5. Raychaudhuri, D., Seskar, I., Ott, M., Ganu, S., Ramachandran, K., Kremo, H., Siracusa, R., Liu, H., Singh, M.: Overview of the orbit radio grid testbed for evaluation of next-generation wireless network protocols. In: 2005 IEEE Wireless Communications and Networking Conference, vol. 3, pp. 1664–1669 (2005)

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Traffic Prediction Method for Time Series Networks Based on ARIMA-LSTM Model;2023 IEEE 16th International Conference on Electronic Measurement & Instruments (ICEMI);2023-08-09

2. Network Traffic Overload Prediction with Temporal Graph Attention Convolutional Networks;2022 IEEE International Conference on Communications Workshops (ICC Workshops);2022-05-16

3. Wireless Lan Performance Enhancement Using Double Deep Q-Networks;Applied Sciences;2022-04-20

4. AGG: A Novel Intelligent Network Traffic Prediction Method Based on Joint Attention and GCN-GRU;Security and Communication Networks;2021-09-30

5. Cross Fertilization Between Wireless Testbeds and NS-3 Simulation Models;Proceedings of the 20th ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems;2017-11-21