Teaching Learning Based Algorithm for calculating optimal values of Sensing error probability, Throughput and Blocking Probability in Cognitive Radio
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2018-04-15 https://doi.org/10.14419/ijet.v7i2.17.11558 -
Teaching Learning Based Optimization, Cognitive Radio, sensing error probability, Throughput, Handoff Blocking Probability, Differential Evolution and Genetic Algorithm. -
Abstract
We consider Teaching Learning Based Optimization (TLBO) to optimize the sensing error probability, Throughput and Blocking Probability in Cognitive Radio (CR) network. Sensing error probability, Throughput can be optimized by finding the optimal values of false alarm probability and detection probability. Blocking Probability can be optimized by finding the optimum value of number of guard channels. Results of TLBO are compared with Genetic Algorithm (GA) and Differential Evolution (DE) algorithm.
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References
[1] J. Mitola III, G. Maguire Jr., Cognitive radio: making software radios more personal, IEEE Personal Communications 6 (4) (1999) 13–18.
[2] S. Force, Spectrum policy task force report, Federal Communications Commission ET Docket 02 135.
[3] A. Ghasemi and E. S. Sousa, Spectrum sensing in cognitive radio networks: Requirements, challenges and design trade-offs, IEEE Communication Magazine, vol.46, no.4, pp.32-39, 2008.
[4] Zhao, Y.,Song, M., & Xin, C. (2011). “ A weighted cooperative spectrum sensing framework for infrastructure-based cognitive radio networks.†In Computer communications (pp. 1510–1517)
[5] R. L. Haupt, S.E.. Haupt, Practical Genetic Algorithms,John wiley & sons, INC., Publication. ISBN 0-471-45565-2. 2004
[6] R. Storn, K.Price, “Differential evolution-a simple and efficient heuristic foroptimization over spacesâ€, Journal of global Optimization 11(4). pp 341-359, 1997.
[7] V. Rao, V.J. Savsani and D.P. Vakharia,“TLBO optimization method for continuous nonlinear large scale problemsâ€, Information Sciences183 (1) (2012) 1-15.
[8] Shaik Yasmin Fathima, Md. Zia Ur Rahman, K. Murali Krishna, Shakira Bhanu,Mirza Shafi, “Side Lobe Suppression in NC-OFDM Systems Using Variable Cancellation Basis Functionâ€, IEEE Access, vol.5, no.1, pp. 9415-9421, 2017.
[9] Harine, G., Marie, R., Puigjaner, R., & Trivedi, K. (2001). Loss formulas and their application to optimization for cellular networks. IEEE Transactions on Vehicular Technology, 50(3), 664-673.
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How to Cite
Katta, S., Siva Ganga Prasad, M., & T.P Madhav, B. (2018). Teaching Learning Based Algorithm for calculating optimal values of Sensing error probability, Throughput and Blocking Probability in Cognitive Radio. International Journal of Engineering & Technology, 7(2.17), 52-55. https://doi.org/10.14419/ijet.v7i2.17.11558Received date: 2018-04-15
Accepted date: 2018-04-15
Published date: 2018-04-15