A Comparative Analysis of Wi-Fi Offloading and Cooperation in Small-Cell Network

Small cells deliver cost-effective capacity and coverage enhancement in a cellular network. In this work, we present the interplay of two technologies, namely Wi-Fi offloading and small-cell cooperation that help in achieving this goal. Both these technologies are also being considered for 5G and B5G (Beyond 5G). We simultaneously consider Wi-Fi offloading and small-cell cooperation to maximize average user throughput in the small-cell network. We propose two heuristic methods, namely Sequential Cooperative Rate Enhancement (SCRE) and Sequential Offloading Rate Enhancement (SORE) to demonstrate cooperation and Wi-Fi offloading, respectively. SCRE is based on cooperative communication in which a user data rate requirement is satisfied through association with multiple small-cell base stations (SBSs). However, SORE is based on Wi-Fi offloading, in which users are offloaded to the nearest Wi-Fi Access Point and use its leftover capacity when they are unable to satisfy their rate constraint from a single SBS. Moreover, we propose an algorithm to switch between the two schemes (cooperation and Wi-Fi offloading) to ensure maximum average user throughput in the network. This is called the Switching between Cooperation and Offloading (SCO) algorithm and it switches depending upon the network conditions. We analyze these algorithms under varying requirements of rate threshold, number of resource blocks and user density in the network. The results indicate that SCRE is more beneficial for a sparse network where it also delivers relatively higher average data rates to cell-edge users. On the other hand, SORE is more advantageous in a dense network provided sufficient leftover Wi-Fi capacity is available and more users are present in the Wi-Fi coverage area.

[1]  Lajos Hanzo,et al.  Optimal Massive-MIMO-Aided Clustered Base-Station Coordination , 2021, IEEE Transactions on Vehicular Technology.

[2]  Di Yuan,et al.  Load Optimization With User Association in Cooperative and Load-Coupled LTE Networks , 2017, IEEE Transactions on Wireless Communications.

[3]  Ren Ping Liu,et al.  Learning-Assisted Clustered Access of 5G/B5G Networks to Unlicensed Spectrum , 2020, IEEE Wireless Communications.

[4]  Zhihong Qian,et al.  Energy-Efficient Small Cell Cooperation in Ultra-Dense Heterogeneous Networks , 2019, IEEE Communications Letters.

[5]  Le Yao,et al.  Latency-energy optimization for joint WiFi and cellular offloading in mobile edge computing networks , 2020, Comput. Networks.

[6]  Kwang Soon Kim,et al.  Load-Balancing Scheme With Small-Cell Cooperation for Clustered Heterogeneous Cellular Networks , 2018, IEEE Transactions on Vehicular Technology.

[7]  Branka Vucetic,et al.  Joint User Association and Resource Allocation in the Downlink of Heterogeneous Networks , 2016, IEEE Transactions on Vehicular Technology.

[8]  Zhi Ding,et al.  Resource Allocation and Inter-Cell Interference Management for Dual-Access Small Cells , 2015, IEEE Journal on Selected Areas in Communications.

[9]  Jeffrey H. Reed,et al.  Extending LTE into the Unlicensed Spectrum: Technical Analysis of the Proposed Variants , 2017, IEEE Communications Standards Magazine.

[10]  Xiaohu Ge,et al.  A Novel JT-CoMP Scheme in 5G Fractal Small Cell Networks , 2019, 2019 IEEE Wireless Communications and Networking Conference (WCNC).

[11]  Seungnyun Kim,et al.  Feedback Reduction for Beyond 5G Cellular Systems , 2019, ICC 2019 - 2019 IEEE International Conference on Communications (ICC).

[12]  Jeffrey Wildman,et al.  On Protocol and Physical Interference Models in Poisson Wireless Networks , 2018, IEEE Transactions on Wireless Communications.

[13]  Emil Björnson,et al.  Scalable Cell-Free Massive MIMO Systems , 2019, IEEE Transactions on Communications.

[14]  Shen Han Congestion-aware WiFi offload algorithm for 5G heterogeneous wireless networks , 2020, Comput. Commun..

[15]  Zhiquan Bai,et al.  5G Software-Defined Heterogeneous Networks With Cooperation and Partial Connectivity , 2019, IEEE Access.

[16]  Ke Xu,et al.  Incentive mechanisms for mobile data offloading through operator-owned WiFi access points , 2020, Comput. Networks.

[17]  Faizan Qamar,et al.  A comprehensive review on coordinated multi-point operation for LTE-A , 2017, Comput. Networks.

[18]  Stefano Avallone,et al.  On a fair coexistence of LTE and Wi-Fi in the unlicensed spectrum: A Survey , 2018, Comput. Commun..

[19]  Anas Chaaban,et al.  Fairness and Sum-Rate Maximization via Joint Channel and Power Allocation in Uplink SCMA Networks , 2018, ArXiv.

[20]  Ali Imran,et al.  Coordinated Multi-Point Clustering Schemes: A Survey , 2017, IEEE Communications Surveys & Tutorials.

[21]  Anas Chaaban,et al.  Fairness and Sum-Rate Maximization via Joint Subcarrier and Power Allocation in Uplink SCMA Transmission , 2018, IEEE Transactions on Wireless Communications.

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

[23]  Shibo He,et al.  DRAIM: A Novel Delay-Constraint and Reverse Auction-Based Incentive Mechanism for WiFi Offloading , 2020, IEEE Journal on Selected Areas in Communications.

[24]  Ying-Chang Liang,et al.  Licensed-assisted access for LTE in unlicensed spectrum: A MAC protocol design , 2016, 2016 IEEE International Conference on Communications (ICC).

[25]  Xiaofeng Tao,et al.  An overview of cooperative communications , 2012, IEEE Communications Magazine.

[26]  Hyun Jong Yang,et al.  Resource Allocation and Power Control in Cooperative Small Cell Networks With Backhaul Constraint , 2019, IEEE Transactions on Vehicular Technology.

[27]  Y. Okumura,et al.  Outdoor Experimental Trials of Millimeter-Wave Base Station Cooperation with Digital Beamforming in High-Mobility Environments for 5G Evolution , 2020, IEEE Vehicular Technology Conference.

[28]  Yongmin Zhang,et al.  Optimal Cooperative Wireless Communication for Mobile User Data Offloading , 2018, IEEE Access.

[29]  Weng Chon Ao,et al.  Fast Content Delivery via Distributed Caching and Small Cell Cooperation , 2018, IEEE Transactions on Mobile Computing.