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| Dynamic Load Balancing Scheme for Multi-objective Optimization in LTE Networks |
| Huang Miao-na① Feng Sui-li① Chen Jun① Zhang Yong-zhong② |
①(School of Electronic and Information Engineering, South China University of Technology, Guangzhou 510641, China)
②(The Seventh Institute, China Electronic Science and Technology Group Corporation, Guangzhou 501310, China) |
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Abstract The pros and cons of load balancing among multi cells has a big impact on the network performance. Due to the trade-off of the existing methods, they are difficult to ensure the key performance indicators (e.g. the call blocking rate) to obtain best performance in the network. In order to address the issue, Load balancing is formulated as a multi-objective optimization, of which the objective function for Quality of Service (QoS) requirement is a joint optimization function of the load balancing index and average load function of the network, and the objective function for Best Effort (BE) user is the total utility function of all the BE users’throughput, taking the available resources and users’ QoS requests as the constraints. Additionally, a distributed load balancing algorithm is proposed in view of the computational complexity in a practically system operation, which includes the resource scheduling policy, user switching conditions and call access control. The simulation results show that the proposed method has achieved a better load balancing index, thus effectively reducing the new call blocking rate by the QoS users and improving the network resources utilization.
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Received: 11 November 2013
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Corresponding Authors:
Feng Sui-li
E-mail: fengsl@scut.edu.cn
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2014, Vol. 36 
