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Multi-user Detection on DS-CDMA UWB System Using QDPSO Algorithm

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Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 129))

Abstract

To effectively restrain multiple access interference (MAI) in DS-CDMA UWB communication system and lower bit error rate, on the basis of discrete particle swarm optimization (DPSO) algorithm, combining quantum computing technology, an improved quantum DPSO (QDPSO) algorithm is got, and then the multi-user detection technology based on QDPSO algorithm is proposed. It mainly includes several key steps, such as initialization on particle indicating user information, calculation on target function for multi-user detection, particle update and optimizing etc. Simulation experiment and comparative analysis show that the bit error rate performance of QDPSO detection algorithm is best and can effectively restrain the influence of MAI, its effect is much better than DPSO and traditional detection algorithm (TA).

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References

  1. Shayesteh, M.G., Masoumeh, N.-K.: A new TH/DS-CDMA scheme for UWB communication systems and its performance analysis. In: 2006 IEEE Radio and Wireless Symposium, San Diego, CA, United states (2006)

    Google Scholar 

  2. Imre, S., Balazs, F.: Quantum Multi-user Detection[A]. In: Proc. of 1st Workshop on Wireless Services & Applications, Paris, pp. 147–154 (2001)

    Google Scholar 

  3. Concha, J., Poor, H.: Multi-access Quantum Channels. IEEE Trans. On Information Theory 50, 725–747 (2004)

    Article  MathSciNet  Google Scholar 

  4. Fishler, E., Poor, H.V.: Low-complexity multi-user detector for time-hopping Impulse-radio systems. IEEE Transactions on Signal Processing 52(9), 2561–2571 (2004)

    Article  MathSciNet  Google Scholar 

  5. Li, Q., Rusch, L.A.: Multiuser receivers for DS-CDMA UWB. In: Proc. IEEE Conf. Ultra Wideband Systems Technology, pp. 163–167 (2002)

    Google Scholar 

  6. Liu, S., Wang, J.: Blind Adaptive Multiuser Detection Using a Recurrent Neural Network. IEEE Trans. Commun. 7(4), 1071–1705 (2004)

    Google Scholar 

  7. Leonardo, D., Paul, J.E.: Particle Swarm and Quantum Particle Swarm Optimization Applied to DS/CDMA Multiuser Detection in Flat Rayleigh Channels. IEEE Ninth International Symposium on Spread Spectrum Techniques and Applications, 133–137 (2006)

    Google Scholar 

  8. Kennedy, J., Eberhart, R.: Particle swarm optimization. In: Proc. IEEE Int. Conf. on Neural Networks, Perth, pp. 1942–1948 (1995)

    Google Scholar 

  9. Shi, Y.H., Eberhart, R.: Parameter selection in particle swarm optimization. In: Proc. of the 7th Annual Conf. on Evolutionary Programming, Washington D.C, pp. 591–600 (1998)

    Google Scholar 

  10. Pan, G., Xia, K., Dong, Y., Shi, J.: An Improved LS-SVM Based on Quantum PSO Algorithm and Its Application. In: The 3rd International Conference on Natural Computation, Haikou, China (2007)

    Google Scholar 

  11. Imre, S., Balazs, F.: Performance Evaluation of Quantum Based Multi-user Detector. In: IEEE International Symposium on Spread Spectrum Techniques and Applications (ISSSTA), Prague, pp. 722–725 (2002)

    Google Scholar 

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© 2011 Springer-Verlag Berlin Heidelberg

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Song, X., Shi, J., Chi, Y., Zhou, Y. (2011). Multi-user Detection on DS-CDMA UWB System Using QDPSO Algorithm. In: Jin, D., Lin, S. (eds) Advances in Multimedia, Software Engineering and Computing Vol.2. Advances in Intelligent and Soft Computing, vol 129. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25986-9_13

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  • DOI: https://doi.org/10.1007/978-3-642-25986-9_13

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-25985-2

  • Online ISBN: 978-3-642-25986-9

  • eBook Packages: EngineeringEngineering (R0)

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