Title :
Optimal Fractional Frequency Reuse and Power Control in the Heterogeneous Wireless Networks
Author :
Qian Li ; Hu, Rose ; Yiran Xu ; Yi Qian
Author_Institution :
Dept. of Electr. & Comput. Eng., Utah State Univ., Logan, UT, USA
Abstract :
Heterogeneous wireless networks have emerged as a new paradigm to meet the fast growing wireless network capacity and coverage demands. Due to the co-deployment of high power and low power nodes in the same network using the same spectrum, more advanced interference coordination and radio resource management schemes are required than in the traditional cellular network in order to achieve a high network capacity and good user experience. In this paper, we propose an optimal fractional frequency reuse and power control scheme that can effectively coordinate the interference among high power and low power nodes. The scheme can be optimized to maximize the sum of the long term log-scale throughput among all the user equipments (UEs). Towards that end, the Lagrange dual function is first derived for the proposed optimization problem. Gradient descent method is then used to search the optimal solution for the convex dual problem. Due to the strong duality condition, the optimal solution for the dual problem is also the optimal solution for the primal problem. Simulation results show that the proposed scheme can greatly improve the wireless heterogeneous network performance on system capacity and user experience.
Keywords :
convex programming; frequency allocation; gradient methods; power control; radio networks; radiofrequency interference; telecommunication control; telecommunication network management; Lagrange dual function; UE; advanced interference coordination; cellular network; convex dual problem; gradient descent method; high network capacity; interference coordination; long term log-scale throughput; low power nodes; optimal fractional frequency reuse; optimization problem; power control; radio resource management schemes; user equipments; wireless heterogeneous network performance; wireless network capacity; Heterogeneous network; convex optimization; fairness; fractional frequency reuse; interference management; power control; radio resource allocation;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2013.050313.120160