Prediction of exponentially distributed primary user traffic for dynamic spectrum access

Proceedings - IEEE Global Communications Conference, GLOBECOM

Volumn , Issue , 2012, Pages 1441-1446

  Liu, Chun Hao ^a   Gabran, Wesam ^a   Cabric, Danijela ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Dynamic spectrum access; prediction confidence; prediction region; traffic estimation; traffic prediction

Indexed keywords

PARAMETER ESTIMATION; SPECTROSCOPY; TRAFFIC CONTROL;

DYNAMIC SPECTRUM; DYNAMIC SPECTRUM ACCESS; PREDICTION CONFIDENCE; PREDICTION REGION; PRIMARY USER TRAFFICS; PRIMARY USERS; SPECTRA'S; SPECTRUM ACCESS; TRAFFIC ESTIMATION; TRAFFIC PREDICTION;

FORECASTING;

EID: 84877637821     PISSN: 23340983     EISSN: 25766813     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2012.6503316     Document Type: Conference Paper

References (13)

1. A. Ghasemi and E. Sousa, "Spectrum sensing in cognitive radio networks: requirements, challenges and design trade-offs," IEEE Commun. Mag., vol. 46, no. 4, pp. 32-39, Apr. 2008.
2. T-H. Yu, O. Sekkat, S. Rodriguez-Parera, D. Markovic, and D. Cabric, "A wideband spectrum-sensing processor with adaptive detection threshold and sensing time," IEEE Trans. Circuits Syst. I, vol. 58, no. 11, pp. 2765-1775, Nov. 2011.
3. Y. Pei, Y.-c. Liang, K. Teh, and K. Li, "How much time is needed for wideband spectrum sensing'?" IEEE Trans. Wireless Commun., vol. 8, no. 11, pp. 5466-5471, Nov. 2009.
4. M. Timmers, S. Pollin, and F. Catthoor, "On the value of prediction in opportunistic radio systems," in IEEE International Conf. on Commun. (ICC), Jun. 2011.
5. S. Yin, D. Chen, Q. Zhang, and S. Li, "Prediction-based throughput optimization for dynamic spectrum access," IEEE Trans. Veh. Technol., vol. 60, no. 3, pp. 1284-1289, Mar. 2010.
6. T Luo, T Jiang, W. Xiang, and H. H. Chen, "A subcarriers allocation scheme for cognitive radio systems based on multi-carrier modulation," IEEE Trans. Wireless Commun., vol. 7, no. 9, pp. 3335-3340, Sep. 2008.
7. C. Song, D. Chen, and Q. Zhang, "Understand the predictability of wireless spectrum: A large-scale empirical study," in IEEE International Conf. on Commun. (ICC), May 2010.
8. W. Gabran, C.-H. Liu, P. Pawelczak, and D. Cabric. (20 12, Nov.) Primary user traffic estimation for dynamic spectrum access. Submitted. [Online]. Available: http://arxiv.org/abs/1203.2393
9. D. Willkomm, S. Machiraju, J. Bolot, and A. Wolisz, "Primary users in cellular networks: A large-scale measurement study," in Proc. of the IEEE Symposia on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Oct. 2008.
10. M. Lopez-Benitez and F. Casadevall, "Discrete-time spectrum occupancy model based on markov chain and duty cycle models," in Proc. of the IEEE Symposia on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), May 2011.
11. H. Kim and K. Shin, "Etlicient discovery of spectrum opportunities with mac-layer sensing in cognitive radio networks," IEEE Trans. Mobile Comput., vol. 7, no. 5, pp. 553-545, May 2008.
12. R. B. Millar, Maximum Likelihood Estimation and Inference: With Examples in R, S AS and ADMB. Wiley, 2011.
13. M. K. Simon, Probability Distributions Involving Gaussian Random Variables. Kluwer Academic, 2002.