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Evaluation and Optimization of Resource Allocation among Multiple Networks

  • Meng, Dexiang (Division of Research China Mobile Group Design Institute Co., Ltd.) ;
  • Zhang, Dongchen (Division of Research China Mobile Group Design Institute Co., Ltd.) ;
  • Wang, Shoufeng (Division of Research China Mobile Group Design Institute Co., Ltd.) ;
  • Xu, Xiaoyan (Division of Research China Mobile Group Design Institute Co., Ltd.) ;
  • Yao, Wenwen (Division of Research China Mobile Group Design Institute Co., Ltd.)
  • Received : 2013.08.23
  • Accepted : 2013.09.21
  • Published : 2013.10.31

Abstract

Many telecommunication operators around the world have multiple networks. The networks run by each operator are always of different generations, such as 2G and 3G or even 4G systems. Each system has unique characters and specified requirements for optimal operation. It brings about resource allocation problem among these networks for the operator, because the budget of each operator is limited. However, the evaluation of resource allocation among various networks under each operator is missing for long, not to mention resource allocation optimization. The operators are dying for an algorithm to end their blind resource allocation, and the Resource Allocation Optimization Algorithm for Multi-network Operator (RAOAMO) proposed in this paper is what the operators want. RAOAMO evaluates and optimizes resource allocation in the view of overall cost for each operator. It outputs a resource distribution target and corresponding optimization suggestion. Evaluation results show that RAOAMO helps operator save overall cost in various cases.

Keywords

References

  1. Moretti, M., Perez-Neira, "A.I. Efficient Margin Adaptive Scheduling for MIMO-OFDMA Systems," IEEE Transactions on Wireless Communications, vol. 12, no. 1, pp. 278 -287, 2013. https://doi.org/10.1109/TWC.2012.120412.120355
  2. Zhendong Zhou, Teav, K.K., Vucetic, B. "Beamforming Optimization and Power Allocation for MIMO Asymmetric Multi-Way Relay Channels," IEEE Communication Letters, vol. 16, no. 6, pp. 820-823, 2012. https://doi.org/10.1109/LCOMM.2012.042512.112457
  3. Krishnan, N., Yates, R.D., Mandayam, N.B.et.al. "Bandwidth Sharing for Relaying in Cellular Systems," IEEE Transactions on Wireless Communications, vol. 11, no. 1, pp. 117-129, 2012. https://doi.org/10.1109/TWC.2011.110711.102126
  4. Hassan, N.U.; Assaad, M. "Resource optimization to achieve hard delay constraints in OFDMA systems," in Proc. of IEEE International Conference on Communications in China, pp. 578-583, 2012.
  5. Man Li , Bin Cao , Wenjing Liu. "A conflict avoid method between Load Balancing and Mobility Robustness Optimization in LTE," in Proc. of IEEE International Conference on Communications in China, 2012, pp. 143-148.
  6. Wang Yunzhi, Jia Yanhua, Hu Yaoguang, et. al. "Research on the decision of manufacturing resource allocation based on game theoretic approach," in Proc. of 6th IEEE Conference on Industrial Electronics and Applications, pp. 573-578, 2011.
  7. Astley, M., Saccone, R., Ward, M. "Utility-aware Resource Allocation in an Event Processing System," in Proc. of IEEE International Conference on Autonomic Computing, pp. 55-64, 2006.
  8. Belleschi, M., Balucanti, L., Soldati, P.et.al. "Fast Power Control for Cross-Layer Optimal Resource Allocation in DS-CDMA Wireless Networks," in Proc. of IEEE International Conference on Communications, pp. 1-6, 2009.
  9. Bian, Y.Q., Nix, A.R. "Mobile WiMAX: Multi-Cell Network Evaluation and Capacity Optimization," in Proc. of IEEE Vehicular Technology Conference, pp.1276-1280, 2008.
  10. Ammari, S, Wautier, A., Braik, A.et. al. "Multiple access interference model in a TD-CDMA system for capacity evaluation and throughput optimization," in Proc. of IEEE 56th Vehicular Technology Conference, vol.4, pp. 2298-2302, 2002.
  11. Lei Chen, Di Yuan. "Enhanced Fractional Frequency Reuse for large-scale OFDMA networks with heterogeneous cell layout: Optimization and performance evaluation," in Proc. of IEEE International Conference on Communication Systems, pp.279-283, 2010.
  12. Ylianttila, M., Makela, J., Mahonen, P. "Supporting resource allocation with vertical handoffs in multiple radio network environment," in Proc. of The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, pp: 64 -68 vol1, 2002.

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