Traffic prediction from wireless environment sensing

IEEE Wireless Communications and Networking Conference, WCNC

Volumn , Issue , 2009, Pages

  Gueguen, Lionel ^a   Sayrac, Berna ^a  

^a ORANGE LABS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION CRITERION; CROSS VALIDATION; GSM-900; INFORMED DECISION; K-NEAREST-NEIGHBOURS ALGORITHMS; PREDICTION SCHEMES; REAL MEASUREMENTS; SPECTRUM MEASUREMENT; TRAFFIC INFORMATION; TRAFFIC LOADS; TRAFFIC PREDICTION; WIRELESS ENVIRONMENT;

FREQUENCY BANDS; PRINCIPAL COMPONENT ANALYSIS; WIRELESS NETWORKS;

PROBABILITY DISTRIBUTIONS;

EID: 70349180911     PISSN: 15253511     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCNC.2009.4917998     Document Type: Conference Paper

References (11)

1. A. Sahai, N. Hoven, and N. Tandra, "Some fundamental limits in cognitive radio," in Allerton Conf. on Commun., Control and Computing 2004, Oct. 2004.
2. G. Ganesan and Y. Yi, "Cooperative spectrum sensing in cognitive radio networks," in IEEE DySPAN 2005, Nov. 2005, pp. 137-143.
3. A. Fehske, J. Gaeddert, and J. Reed, "A new approach to signal classification using spectral correlation and neural networks," in First IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, Nov. 2005, pp. 144-150.
4. A. Ghasemi and E. Sousa, "Collaborating spectrum sensing for opportunistic access in fading environment," in IEEE DySPAN 2005, Nov. 2005, pp. 131-136.
5. I. Akyildiz, W. Lee, V. M.C., and M. S., "Next generation/dynamic spectrum access/cognitive radio wireless networks: A survey," Computer Networks Journal (Elsevier), vol. 50, pp. 2127-2159, May 2006.
6. P. Zhuang, Q. Qi, Y. Shang, and H. Shi, "Model-based traffic prediction using sensor networks," in IEEE Conf. on Consumer Communications and Networking 2008, Jan. 2008, pp. 136-140.
7. S. Yin and X. Lin, "Adaptive load balancing in mobile ad hoc networks," in IEEE Wireless Communications and Networking Conference 2005, Mar. 2005, pp. 1982-1987.
8. R. Duda, P. Hart, and D. Stork, Pattern Classification. John Wiley and Sons, 2001.
9. S. Mika, G. Ratsch, J. Weston, B. Scholkopf, and K. Mullers, "Fisher discriminant analysis with kernels," in IEEE Signal Processing Society Workshop on Neural Networks for Signal Processing, Madison, USA, Aug. 1999, pp. 41-48.
10. T. Cover and P. Hart, "Nearest neighbor pattern classification, " IEEE Transactions on Information Theory, vol. 13, no. 1, pp. 21-27, Jan 1967.
11. B. Efron and G. Gong, "A leisurely look at the bootstrap, the jackknife, and cross-validation," The American Statistician, vol. 37, no. 1, pp. 36- 48, Feb. 1983.