Decentralized Probabilistic Frequency-Block Activation Control Method of Base Stations for Inter-cell Interference Coordination and Traffic Load Balancing

In this paper, we propose a decentralized probabilistic frequency-block activation control method for the cellular downlink. The aim of the proposed method is to increase the downlink system throughput within the system coverage by adaptively controlling the individual activation of each frequency block at all base stations (BSs) to achieve inter-cell interference coordination (ICIC) and traffic load balancing. The proposed method does not rely on complicated inter-BS cooperation. It uses only the inter-BS information exchange regarding the observed system throughput levels with the neighboring BSs. Based on the shared temporal system throughput information, each BS independently controls online the activation of their respective frequency blocks in a probabilistic manner, which autonomously achieves ICIC and load balancing among BSs. Simulation results show that the proposed method achieves greater system throughput and a faster convergence rate than the conventional online probabilistic activation/deactivation control method. We also show that the proposed method successfully tracks dynamic changes in the user distribution generated due to mobility. key words: heterogeneous networks, probabilistic activation control, transmission power control

[1]  Yoshihisa Kishiyama,et al.  Frequency Block-Dependent Online Probabilistic Activation Control of Base Stations in Heterogeneous Networks , 2018, 2018 21st International Symposium on Wireless Personal Multimedia Communications (WPMC).

[2]  Hyundong Shin,et al.  Energy Efficient Heterogeneous Cellular Networks , 2013, IEEE Journal on Selected Areas in Communications.

[3]  Zhisheng Niu,et al.  Energy-optimal probabilistic base station sleeping under a separation network architecture , 2014, 2014 IEEE Global Communications Conference.

[4]  Higuchi Kenichi,et al.  Improved Algorithms for Online Probabilistic Activation Control of Base Stations Based on Observed System Throughput in Heterogeneous Networks , 2016 .

[5]  Frank Kelly,et al.  Charging and rate control for elastic traffic , 1997, Eur. Trans. Telecommun..

[6]  Higuchi Kenichi,et al.  Decentralized Probabilistic Frequency-Block Activation Control for Inter-Cell Interference Coordination and Traffic Load Balancing , 2019, 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall).

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

[8]  Higuchi Kenichi,et al.  On the Range in Inter-Base Station Information Exchange in Online Probabilistic Activation Control of Base Stations Based on Observed System Throughput , 2016 .

[9]  IMT Vision – Framework and overall objectives of the future development of IMT for 2020 and beyond M Series Mobile , radiodetermination , amateur and related satellite services , 2015 .

[10]  Jeffrey G. Andrews,et al.  Heterogeneous cellular networks: From theory to practice , 2012, IEEE Communications Magazine.

[11]  Rui Chang,et al.  Interference coordination and cancellation for 4G networks , 2009, IEEE Communications Magazine.

[12]  Hiroyuki Seki,et al.  Selection of Component Carriers Using Centralized Baseband Pooling for LTE-Advanced Heterogeneous Networks , 2013, IEICE Trans. Commun..

[13]  Jie Gong,et al.  Green mobile access network with dynamic base station energy saving (インターネットアーキテクチャ) , 2009 .

[14]  Tracy Camp,et al.  A survey of mobility models for ad hoc network research , 2002, Wirel. Commun. Mob. Comput..

[15]  Kenichi Higuchi,et al.  Online probabilistic activation control of picocells for system throughput maximization in heterogeneous networks , 2015, 2015 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS).

[16]  Yoshihisa Kishiyama,et al.  Adaptive Step Size Control for Update of Activation Probability in Online Probabilistic BS Activation Control Method , 2018, 2018 21st International Symposium on Wireless Personal Multimedia Communications (WPMC).