Abstract
This paper considers the uplink of a cooperative Code-Division Multiple-Access (CDMA) system where parts of mobile nodes serve as source nodes while the others serve as relay nodes at any instant in time. When the non-orthogonal spreading codes are adopted, Multiple Access Interference (MAI) will exist at both the relay nodes and the base node, causing diversity gain to diminish. To mitigate MAI and exploit full advantages of cooperation, the Probabilistic Data Association (PDA) is developed at the relay nodes and the base node. Simulation results demonstrate that some performance gains can be obtained by the PDA detector over the Minimum Mean Square Error (MMSE) detector at high Signal-to-Noise Ratio (SNR) and conversely at low SNR.
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References
L. Venturino, Wang Xiaodong, and M. Lops. Multiuser detection for cooperative networks and performance analysis. IEEE Transactions on Signal Processing, 54(2009)9, 3315–3329.
Huang Wanjen, Peter Hong, and C-C. Jay Kuo. Relay-assisted decorrelating multiuser detector (RAD-MUD) for cooperative CDMA networks. IEEE Journal on Selected Areas in Communications, 26 (2008)3, 550–560.
J. Luo, K. Pattipati, P. Willett, and F. Hasegawa. Near-optimal multiuser detection in synchronous CDMA using probabilistic data association. IEEE Communications Letters, 5(2001)9, 361–363.
Liu Shoumin and Tian Zhi. A Kalman-PDA approach to soft-decision equalization for frequency-selective MIMO channels. IEEE Transactions on Signal Processing, 53(2005)10, 3819–3830.
Y. Jia, C. M. Vithanage, C. Andrieu, and R. Piechocki. J. Probabilistic data association for symbol detection in MIMO systems. Electronics Letters, 42(2006)1, 38–40.
Grossmann and Matsumoto T. Nonlinear frequency domain MMSE Turbo equalization using probabilistic data association. IEEE Communications Letters, 12(2008)4, 205–207.
Wang Xiaodong, Yue Guosen, and K. R Narayanan. Optimization of LDPC-coded Turbo CDMA systems. IEEE Transactions on Signal Processing, 53(2005)4, 1500–1510.
Li Xiaofei and Mei Zhonghui. On the equivalence of PDA algorithm and SIC-MMSE algorithm. Journal of Electronics (China), 25(2008)2, 274–276.
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Supported by the National Natural Science Foundation of China (No. 60772061), Science Foundation of Nanjing University of Posts and Telecommunications (No. NY207132), and the Postdoctoral Research Programs (No. 0801054B).
Communication author: Mei Zhonghui, born in 1976, male, Ph.D.
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Mei, Z., Meng, Q., Li, X. et al. PDA detector For DS-CDMA cooperative system. J. Electron.(China) 26, 812–818 (2009). https://doi.org/10.1007/s11767-008-0157-x
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DOI: https://doi.org/10.1007/s11767-008-0157-x
Key words
- Cooperative communication
- Multiuser detection
- Probabilistic Data Association (PDA)
- Code-Division Multiple-Access (CDMA)