Abstract
This paper investigates the performance-complexity tradeoff of the wide-sense likelihood ascent search (WSLAS) detectors in large multicode sparse-sequence CDMA. It is illustrated that when each sequence has sparsely only 16 nonzero chips, in a channel load up to 1.05 bits/s/Hz and a broad SNR region, the linearly complex WSLAS detectors can achieve the benchmark optimum BER while the complexity is significantly reduced from 0.5 times bit number to a constant less than 30 additions per bit by the sequence sparsity. The evaluation result of multiuse efficiency also shows that the sparse sequences of 16 nonzero chips can already provide a sufficient degree of freedom.
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References
Guo, D., & Verdú, S. (2002). Multiuser detection and statistical mechanics. In V. Bhargava, H. V. Poor, V. Tarokh, & S. Yoon, (Eds.), Communications, information, and network security (Chap. 13), 229–277. Norwell, MA: Kluwer Academic.
Tanaka T. (2002) A statistical-mechanics approach to large-system analysis of CDMA multiuser detectors. IEEE Transactions on Information Theory 48: 2888–2910
Tanaka T., Okada M. (2005) Approximate belief propagation, density evolution, and statistical neurodynamics for CDMA multiuser detection. IEEE Transactions on Information Theory 51(2): 700–706
Montanari, A., & Tse, D. (2006). Analysis of belief propagation for non-linear problems: The example of CDMA (or: How to prove Tanaka’s formula). In Proceedings of IEEE information theory workshop, Punta del Este, Uruguay.
Yoshida, M., & Tanaka, T. (2008). Analysis of sparsely-spread CDMA via statistical mechanics. In Proceedings of IEEE international symposium information theory, pp. 2378–2382, Seattle, WA, USA 2008.
Raymond J., Saad D. (2007) Sparsely spread CDMA—a statistical mechanics-based analysis. Journal of Physics A: Mathematical and Theoretical 40(41): 12315–12333
Guo D., Wang C.-C. (2008) Multiuser detection of sparsely spread CDMA. IEEE Journal on Selected Areas in Communication 26(3): 421–431
Raymond, J. (2009). Optimal sparse CDMA detection at high load. In Proceedings of 7th international symposium on modeling and optimization in mobile, ad Hoc, & wireless networks, WiOPT 2009, pp. 1–5, Hong Kong, China.
Takeuchi, K., Tanaka, T., & Kawabata, T. (2012). Performance improvement of iterative multiuser detection for large sparsely-spread CDMA systems by spatial coupling. Submitted to IEEE Transactions on Information Theory (arXiv:1206.5919).
Sun Y. (2009) A family of likelihood ascent search multiuser detectors: approaching optimum performance via random multicodes with linear complexity. IEEE Transactions on Communications 57(8): 2215–2220
Sun Y. (2009) A family of likelihood ascent search multiuser detectors: An upper bound of bit error rate and a lower bound of asymptotic multiuser efficiency. IEEE Transactions on Communications 57(6): 1743–1752
Tse D., Viswanath P. (2005) Fundamentals of wireless communication. Cambridge University Press, Cambridge
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Sun, Y., Xiao, J. Multicode Sparse-Sequence CDMA: Approach to Optimum Performance by Linearly Complex WSLAS Detectors. Wireless Pers Commun 71, 1049–1056 (2013). https://doi.org/10.1007/s11277-012-0859-0
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DOI: https://doi.org/10.1007/s11277-012-0859-0