Clustering-based time-domain inter-cell interference coordination in dense small cell networks

As traditional wireless cellular networks are facing a rapid growth of traffic demand, future networks may consist of a large number of small cells which are densely deployed. However, networks in dense environment is exposed to strong inter-cell interference problem which is critical to networks capacity. To solve the problem, we use the Graph Coloring Algorithm (GCA) to divide the small cells into different clusters to mitigate the serious inter-cell interference between the dense small cells, and accordingly reducing the transmission power of small cell BSs in some subframes based on the proposed utility function. The existence of the optimal solutions to the problem is discussed, then the Differential Evolution (DE) is applied to search the optimal transmission power which maximizes the proposed utility function. Intensive simulations show that the proposed scheme can significantly mitigate the co-tier interference and maximize networks capacity.

[1]  Bongyong Song,et al.  A holistic view on hyper-dense heterogeneous and small cell networks , 2013, IEEE Communications Magazine.

[2]  Ying Peng,et al.  Exploring Het-Net in LTE-Advanced System: Interference Mitigation and Performance Improvement in Macro-Pico Scenario , 2011, 2011 IEEE International Conference on Communications Workshops (ICC).

[3]  Jeffrey G. Andrews,et al.  Femtocells: Past, Present, and Future , 2012, IEEE Journal on Selected Areas in Communications.

[4]  Jun Zhang,et al.  Dynamic Frequency Reservation Scheme for Interference Coordination in LTE-Advanced Heterogeneous Networks , 2012, 2012 IEEE 75th Vehicular Technology Conference (VTC Spring).

[5]  Ashwin Sampath,et al.  Cell Association and Interference Coordination in Heterogeneous LTE-A Cellular Networks , 2010, IEEE Journal on Selected Areas in Communications.

[6]  Xiaoli Chu,et al.  Interference-aware resource allocation in co-channel deployment of OFDMA femtocells , 2012, 2012 IEEE International Conference on Communications (ICC).

[7]  Se-Jin Kim,et al.  Graph-Based Dynamic Channel Assignment Scheme for Femtocell Networks , 2013, IEEE Communications Letters.

[8]  Yongbin Wei,et al.  A survey on 3GPP heterogeneous networks , 2011, IEEE Wireless Communications.

[9]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..