On Minimizing Energy Consumption in FiWi Enhanced LTE-A HetNets

As an integration of optical fiber networks and LTE-A heterogeneous networks (HetNets), fiber-wireless (FiWi) enhanced LTE-A HetNets will play a key role in supporting large-scale mobile data transmission. To improve the energy efficiency of the networks, we should put as much equipment into sleep state, and thus few user equipment (UE) can access Internet. In contrast, to maximize the UE connection all equipment should be in active state, which results in very high energy consumption. Obviously, there is a tradeoff between energy consumption minimization and UE connection maximization. However, existing works mostly focused on designing energy saving schemes for access networks but little can be found taking UE connection constraints into account. Toward this end, we provide this paper to explore the problem of minimizing energy consumption with UE connection constraints, where a constrained optimization problem is formulated and three solutions are presented, i.e., a brute force algorithm, a heuristic greedy algorithm, and a snowball rolling algorithm. Numerical results reveal that the heuristic greedy and snowball rolling algorithms have much higher computational efficiency than the brute force method, and can also achieve near-optimal solutions for the problem of minimizing energy consumption with UE connection constraints in FiWi enhanced LTE-A HetNets.

[1]  Luis Alonso,et al.  Energy-efficient context-aware user association for outdoor small cell heterogeneous networks , 2014, 2014 IEEE International Conference on Communications (ICC).

[2]  Abbas Jamalipour,et al.  Distributed Inter-BS Cooperation Aided Energy Efficient Load Balancing for Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[3]  Martin Maier,et al.  Power-Saving Scheme for PON LTE-A Converged Networks Supporting M2M Communications , 2015, 2015 IEEE International Conference on Ubiquitous Wireless Broadband (ICUWB).

[4]  Jaime Lloret,et al.  Energy efficient in medical ad hoc sensors network by exploiting routing protocols , 2014, 2014 IEEE Global Communications Conference.

[5]  Pascal Lorenz,et al.  ES-WSN: Energy Efficient by Switching between Roles of Nodes in WSNs , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[6]  Christos V. Verikoukis,et al.  Backhaul-Aware User Association in FiWi Enhanced LTE-A Heterogeneous Networks , 2015, IEEE Transactions on Wireless Communications.

[7]  Riccardo Trivisonno,et al.  SDN‐based 5G mobile networks: architecture, functions, procedures and backward compatibility , 2015, Trans. Emerg. Telecommun. Technol..

[8]  Zhenfu Cao,et al.  A Probabilistic Misbehavior Detection Scheme toward Efficient Trust Establishment in Delay-Tolerant Networks , 2014 .

[9]  Jun Li,et al.  The IEEE 802.11 Power Saving Mechanism: An Experimental Study , 2008, 2008 IEEE Wireless Communications and Networking Conference.

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

[11]  Nei Kato,et al.  Synchronized Power Saving Mechanisms for Battery-Powered Mobile Terminals in Smart FiWi Networks , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).

[12]  Catherine Rosenberg,et al.  Impact of limited backhaul capacity on user scheduling in heterogeneous networks , 2014, 2014 IEEE Wireless Communications and Networking Conference (WCNC).

[13]  Teng Joon Lim,et al.  Resource Partitioning and User Association With Sleep-Mode Base Stations in Heterogeneous Cellular Networks , 2015, IEEE Transactions on Wireless Communications.

[14]  Rui Kang,et al.  On the Tradeoff Between Energy Saving and QoS Support for Video Delivery in EEE-Based FiWi Networks Using Real-World Traffic Traces , 2011, Journal of Lightwave Technology.

[15]  Rose Qingyang Hu,et al.  Intracell Cooperation and Resource Allocation in a Heterogeneous Network With Relays , 2013, IEEE Transactions on Vehicular Technology.

[16]  N. Correia,et al.  Design of QoS-aware energy-efficient fiber-wireless access networks , 2012, IEEE/OSA Journal of Optical Communications and Networking.

[17]  Jeffrey G. Andrews,et al.  Offloading in Heterogeneous Networks: Modeling, Analysis, and Design Insights , 2012, IEEE Transactions on Wireless Communications.

[18]  Nei Kato,et al.  A Cooperative ONU Sleep Method for Reducing Latency and Energy Consumption of STA in Smart-FiWi Networks , 2015, IEEE Transactions on Parallel and Distributed Systems.

[19]  Mihaela van der Schaar,et al.  Distributed Interference Management Policies for Heterogeneous Small Cell Networks , 2015, IEEE Journal on Selected Areas in Communications.

[20]  Wessam Ajib,et al.  Energy-efficient power allocation algorithms for mobile wireless sensor networks , 2014, Int. J. Sens. Networks.

[21]  Yanghee Choi,et al.  An adaptive power saving mechanism in IEEE 802.11 wireless IP networks , 2005, Journal of Communications and Networks.

[22]  Jens Zander,et al.  Is backhaul becoming a bottleneck for green wireless access networks? , 2014, 2014 IEEE International Conference on Communications (ICC).

[23]  Mianxiong Dong,et al.  Energy-Efficient Context-Aware Matching for Resource Allocation in Ultra-Dense Small Cells , 2015, IEEE Access.

[24]  Martin Maier,et al.  Fiber-wireless (FiWi) access networks: A survey , 2009, IEEE Communications Magazine.

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

[26]  Rui Zhang,et al.  Optimal Save-Then-Transmit Protocol for Energy Harvesting Wireless Transmitters , 2012, IEEE Transactions on Wireless Communications.

[27]  Ying Wang,et al.  A novel design for content delivery over software defined mobile social networks , 2015, IEEE Network.

[28]  Nei Kato,et al.  Cross Layer Analysis on ONU Energy Consumption in Smart FiWi Networks , 2013, IEEE Wireless Communications Letters.

[29]  Takuro Sato,et al.  Energy Efficiency and Spectral Efficiency Tradeoff in Device-to-Device (D2D) Communications , 2014, IEEE Wireless Communications Letters.

[30]  Luis Alonso,et al.  Energy-efficient user association in cognitive heterogeneous networks , 2014, IEEE Communications Magazine.

[31]  Dan Keun Sung,et al.  An energy-efficient WiFi offloading model in a heterogeneous network , 2014, 2014 IEEE Online Conference on Green Communications (OnlineGreenComm).

[32]  Nirwan Ansari,et al.  User association in backhaul constrained small cell networks , 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).

[33]  Catherine Rosenberg,et al.  Energy Efficient Schedulers in Wireless Networks: Design and Optimization , 2006, Mob. Networks Appl..

[34]  José Coimbra,et al.  Energy efficient routing algorithm for fiber-wireless access networks: A network formation game approach , 2014, Comput. Networks.

[35]  Murat Torlak,et al.  Device Power Saving and Latency Optimization in LTE-A Networks Through DRX Configuration , 2014, IEEE Transactions on Wireless Communications.

[36]  Lei Guo,et al.  Energy-efficient topology reconfiguration in green Fiber-Wireless (FiWi) access network , 2013, 2013 22nd Wireless and Optical Communication Conference.

[37]  Jeffrey G. Andrews,et al.  Seven ways that HetNets are a cellular paradigm shift , 2013, IEEE Communications Magazine.

[38]  Tony Q. S. Quek,et al.  Enhanced intercell interference coordination challenges in heterogeneous networks , 2011, IEEE Wireless Communications.

[39]  Nirwan Ansari,et al.  Multi-power-level energy saving management for passive optical networks , 2014, IEEE/OSA Journal of Optical Communications and Networking.

[40]  Takuro Sato,et al.  A Game-Theoretic Approach to Energy-Efficient Resource Allocation in Device-to-Device Underlay Communications , 2014, ArXiv.

[41]  Abbas Jamalipour,et al.  On the eNB-based energy-saving cooperation techniques for LTE access networks , 2015, Wirel. Commun. Mob. Comput..

[42]  Zhisheng Niu,et al.  Improving the Energy Efficiency of Two-Tier Heterogeneous Cellular Networks through Partial Spectrum Reuse , 2013, IEEE Transactions on Wireless Communications.

[43]  Wan Choi,et al.  Energy-Efficient Repulsive Cell Activation for Heterogeneous Cellular Networks , 2013, IEEE Journal on Selected Areas in Communications.