On the need for coordination among base stations in a heterogeneous network

In this paper, we study the impact of different resource allocation schemes, transmission coordination mechanisms among base stations, and user association rules in the context of the downlink of a heterogeneous network comprising of a macro base station overlaid with a pool of low-power pico base stations. We formulate flow-based models for the joint optimization of resource allocation, user association, user scheduling and transmission coordination under a proportional fair throughput objective for two types of resource allocation, i.e, Full Sharing (FS) and Channel Splitting (CS), and two types of transmission coordination, i.e., no coordination and ON-OFF coordination. Our formulations allow us to obtain exact solutions for small to medium sized networks. The numerical results show that the performance of FS without transmission coordination among BSs is much worse than CS without coordination. However, FS with our coordination mechanism performs as well as CS with coordination. Interestingly, FS and CS with coordination do not perform much better than CS without coordination. Our study provides a message that we might not need to go for the complexity of transmission coordination among BSs depending upon the resource allocation scheme.

[1]  Catherine Rosenberg,et al.  Joint Resource Allocation and User Association for Heterogeneous Wireless Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[2]  Yang Richard Yang,et al.  Proportional Fairness in Multi-Rate Wireless LANs , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

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

[4]  Catherine Rosenberg,et al.  Joint channel allocation and user association for heterogeneous wireless cellular networks , 2011, 2011 IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications.

[5]  Catherine Rosenberg,et al.  Throughput-optimal configuration of fixed wireless networks , 2008, TNET.

[6]  Catherine Rosenberg,et al.  Engineering Wireless Mesh Networks: Joint Scheduling, Routing, Power Control, and Rate Adaptation , 2010, IEEE/ACM Transactions on Networking.

[7]  Zesong Fei,et al.  Heterogeneous network in LTE-advanced system , 2010, 2010 IEEE International Conference on Communication Systems.

[8]  David Amzallag,et al.  Resource Allocation Algorithms for the Next Generation Cellular Networks , 2010, Algorithms for Next Generation Networks.

[9]  Éva Tardos,et al.  An approximation algorithm for the generalized assignment problem , 1993, Math. Program..

[10]  Ramachandran Ramjee,et al.  Generalized Proportional Fair Scheduling in Third Generation Wireless Data Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

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