Sector-Based Radio Resource Allocation (SBRRA) Algorithm for Better Quality of Service and Experience in Device-to-Device (D2D) Communication

The mounting content sharing among users has resulted in a considerable rise in wireless data traffic, pressurizing the cellular networks to undergo a suitable upheaval. A competent technology of the fifth-generation (5G) networks for efficiently supporting proximity-based applications is device-to-device (D2D) communication, underlaying cellular networks. Significant advances have been made till date, for allocating resources to D2D users in cellular networks, such that sharing of spectral resources between cellular and D2D users is carried out in a coordinated manner. In this paper, a sector-based radio resource allocation (SBRRA) algorithm for resource block (RB) allocation to D2D pairs has been proposed, where the number of resource blocks (RBs) is allocated to each D2D pair in an adaptive manner, based on the demanded application by each pair. Different applications demand a varying number of RBs, in accordance with their priority. This algorithm focuses on the use of sectored antennas at the base station, for a better performance and low complexity. Extensive simulations are carried out, considering real-time scenario, for ensuring satisfactory quality of service (QoS) and quality of experience (QoE) by the users. The efficiency of the proposed scheme is proved by comparing it with the RB allocation using hidden Markov model.

[1]  Benjamin K. Ng,et al.  Performance enhancement of DS-CDMA system using overlapping sectors with interference avoidance , 2003, IEEE Trans. Wirel. Commun..

[2]  G. K. Chan Effects of sectorization on the spectrum efficiency of cellular radio systems , 1992 .

[3]  Nei Kato,et al.  On the Outage Probability of Device-to-Device-Communication-Enabled Multichannel Cellular Networks: An RSS-Threshold-Based Perspective , 2016, IEEE Journal on Selected Areas in Communications.

[4]  Olav Tirkkonen,et al.  Resource Sharing Optimization for Device-to-Device Communication Underlaying Cellular Networks , 2011, IEEE Transactions on Wireless Communications.

[5]  Jiahao Dai,et al.  Analytical Modeling of Resource Allocation in D2D Overlaying Multihop Multichannel Uplink Cellular Networks , 2017, IEEE Transactions on Vehicular Technology.

[6]  Tony Wong,et al.  Optimum sectorization for CDMA 1900 base stations , 1997, 1997 IEEE 47th Vehicular Technology Conference. Technology in Motion.

[7]  Vasilis Friderikos,et al.  Bio-Inspired Resource Allocation for Relay-Aided Device-to-Device Communications , 2016, 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall).

[8]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[9]  Rong Zheng,et al.  Optimal Resource Allocation in Multicast Device-to-Device Communications Underlaying LTE Networks , 2015, IEEE Transactions on Vehicular Technology.

[10]  H. Vincent Poor,et al.  A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead , 2016, IEEE Journal on Selected Areas in Communications.

[11]  Soon Yong Lim,et al.  Solving the data overload: Device-to-device bearer control architecture for cellular data offloading , 2013, IEEE Vehicular Technology Magazine.

[12]  K. Cumanan,et al.  Limited Feedback Scheme for Device-to-Device Communications in 5G Cellular Networks with Reliability and Cellular Secrecy Outage Constraints , 2017, IEEE Transactions on Vehicular Technology.

[13]  Yoshikazu Miyanaga,et al.  QoS-Oriented Mode, Spectrum, and Power Allocation for D2D Communication Underlaying LTE-A Network , 2016, IEEE Transactions on Vehicular Technology.

[14]  Balancing model of resource blocks allocation in LTE downlink , 2016, 2016 International Conference on Electronics and Information Technology (EIT).

[15]  Robert W. Heath,et al.  Five disruptive technology directions for 5G , 2013, IEEE Communications Magazine.

[16]  Nei Kato,et al.  Device-to-device communications for enhancing quality of experience in software defined multi-tier LTE-A networks , 2015, IEEE Network.

[17]  Nei Kato,et al.  Device-to-device communications achieve efficient load balancing in LTE-advanced networks , 2014, IEEE Wireless Communications.

[18]  Rakesh Kumar Jha,et al.  Device-to-Device Communication in Cellular Networks: A Survey , 2016, J. Netw. Comput. Appl..

[19]  Juan Sanchez-Gonzalez,et al.  Power-Efficient Resource Allocation in a Heterogeneous Network With Cellular and D2D Capabilities , 2016, IEEE Transactions on Vehicular Technology.

[20]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[21]  Dong In Kim,et al.  Resource allocation for device-to-device communications underlaying LTE-advanced networks , 2013, IEEE Wireless Communications.

[22]  Lian Zhao,et al.  Efficient Resource Allocation in Device-to-Device Communication Using Cognitive Radio Technology , 2017, IEEE Transactions on Vehicular Technology.

[23]  Walid Saad,et al.  Mode Selection and Resource Allocation in Device-to-Device Communications: A Matching Game Approach , 2017, IEEE Transactions on Mobile Computing.

[24]  AKHIL GUPTA,et al.  A Survey of 5G Network: Architecture and Emerging Technologies , 2015, IEEE Access.

[25]  Geoffrey Ye Li,et al.  Device-to-Device Communications Underlaying Cellular Networks , 2013, IEEE Transactions on Communications.

[26]  F. Javier López-Martínez,et al.  Quality Assessment in 3G/4G Wireless Networks , 2014, Wirel. Pers. Commun..

[27]  Richard S. Sutton,et al.  Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.

[28]  Laura Pierucci,et al.  The quality of experience perspective toward 5G technology , 2015, IEEE Wireless Communications.

[29]  Lina Mroueh,et al.  Green Opportunistic and Efficient Resource Block Allocation Algorithm for LTE Uplink Networks , 2015, IEEE Transactions on Vehicular Technology.

[30]  Zhisheng Niu,et al.  Water-Filling: A Geometric Approach and its Application to Solve Generalized Radio Resource Allocation Problems , 2013, IEEE Transactions on Wireless Communications.

[31]  Lei Zheng,et al.  A Geometrical-Based Throughput Bound Analysis for Device-to-Device Communications in Cellular Networks , 2014, IEEE Journal on Selected Areas in Communications.

[32]  A. Lozano,et al.  What Will 5 G Be ? , 2014 .

[33]  Changchuan Yin,et al.  Tri-Sectoring and Power Allocation of Macro Base Stations in Heterogeneous Cellular Networks with Matern Hard-Core Processes , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[34]  Sanjeev Jain,et al.  Green Communication in Next Generation Cellular Networks: A Survey , 2017, IEEE Access.

[35]  Jianping Pan,et al.  Geometrical-Based Throughput Analysis of Device-to-Device Communications in a Sector-Partitioned Cell , 2015, IEEE Transactions on Wireless Communications.

[36]  Matthew R. McKay,et al.  Enhancing secrecy with sectorized transmission in decentralized wireless networks , 2013, 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[37]  Setareh Maghsudi,et al.  Hybrid Centralized–Distributed Resource Allocation for Device-to-Device Communication Underlaying Cellular Networks , 2015, IEEE Transactions on Vehicular Technology.

[38]  Sungsoo Park,et al.  Capacity Enhancement Using an Interference Limited Area for Device-to-Device Uplink Underlaying Cellular Networks , 2011, IEEE Transactions on Wireless Communications.

[39]  Nei Kato,et al.  Device-to-Device Communication in LTE-Advanced Networks: A Survey , 2015, IEEE Communications Surveys & Tutorials.