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Published in: Wireless Networks 2/2019

31-08-2017

A comprehensive survey on mobile data offloading in heterogeneous network

Authors: Tong Wang, Pengcheng Li, Xibo Wang, Yunfeng Wang, Tianhao Guo, Yue Cao

Published in: Wireless Networks | Issue 2/2019

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Abstract

With the explosive increase of smartphones, tablets and laptops, the past few years have witnessed the exponential rise of mobile data traffic. This has already caused data overload on cellular networks. As a result, cellular networks can not offer sufficient capacity to accommodate the numerous mobile data requirements. Therefore, it is an urgent agenda for cellular network operators to find out immediate solutions. As a promising way to tackle this problem, mobile data offloading is considered to transfer traffic which originally generates towards cellular network to complementary networks. This article aims to present a comprehensive overview of mobile data offloading. According to the participation of infrastructure, we classify the existing strategies into two major categories, namely infrastructure-based strategies and infrastructure-less strategies. Then, we review the technical aspects and discuss the state of the art in each category. After discussing advantages and disadvantages of these strategies, we also introduce the performance metrics used in offloading system, as well as the future challenges.

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Literature
1.
go back to reference Ahn, C. W., & Chung, S. H. (2017). SDN-based mobile data offloading scheme using a femtocell and WiFi networks. Mobile Information Systems, 2017, 1–15.CrossRef Ahn, C. W., & Chung, S. H. (2017). SDN-based mobile data offloading scheme using a femtocell and WiFi networks. Mobile Information Systems, 2017, 1–15.CrossRef
2.
go back to reference Aijaz, A., Aghvami, H., & Amani, M. (2013). A survey on mobile data offloading: Technical and business perspectives. IEEE Wireless Communications, 20(2), 104–112.CrossRef Aijaz, A., Aghvami, H., & Amani, M. (2013). A survey on mobile data offloading: Technical and business perspectives. IEEE Wireless Communications, 20(2), 104–112.CrossRef
3.
go back to reference Asadi, A., & Mancuso, V. (2013). WiFi direct and LTE D2D in action. In 2013 IFIP wireless days (WD) (vol. 143, pp. 1–8). IEEE. Asadi, A., & Mancuso, V. (2013). WiFi direct and LTE D2D in action. In 2013 IFIP wireless days (WD) (vol. 143, pp. 1–8). IEEE.
4.
go back to reference Balasubramanian, A., Mahajan, R., & Venkataramani, A. (2010). Augmenting mobile 3G using WiFi. In Proceedings of the 8th international conference on mobile systems, applications, and services (pp. 209–222). ACM. Balasubramanian, A., Mahajan, R., & Venkataramani, A. (2010). Augmenting mobile 3G using WiFi. In Proceedings of the 8th international conference on mobile systems, applications, and services (pp. 209–222). ACM.
5.
go back to reference Barbera, M. V., Stefa, J., Viana, A. C., de Amorim, M. D., & Boc, M. (2011). VIP delegation: Enabling VIPs to offload data in wireless social mobile networks. In 2011 international conference on distributed computing in sensor systems and workshops (DCOSS) (pp. 1–8). IEEE. Barbera, M. V., Stefa, J., Viana, A. C., de Amorim, M. D., & Boc, M. (2011). VIP delegation: Enabling VIPs to offload data in wireless social mobile networks. In 2011 international conference on distributed computing in sensor systems and workshops (DCOSS) (pp. 1–8). IEEE.
6.
go back to reference Baştuğ, E., Bennis, M., & Debbah, M. (2014). Social and spatial proactive caching for mobile data offloading. In 2014 IEEE international conference on communications workshops (ICC) (pp. 581–586). IEEE. Baştuğ, E., Bennis, M., & Debbah, M. (2014). Social and spatial proactive caching for mobile data offloading. In 2014 IEEE international conference on communications workshops (ICC) (pp. 581–586). IEEE.
7.
go back to reference Boccardi, F., Heath, R. W., Lozano, A., Marzetta, T. L., & Popovski, P. (2014). Five disruptive technology directions for 5G. IEEE Communications Magazine, 52(2), 74–80.CrossRef Boccardi, F., Heath, R. W., Lozano, A., Marzetta, T. L., & Popovski, P. (2014). Five disruptive technology directions for 5G. IEEE Communications Magazine, 52(2), 74–80.CrossRef
8.
go back to reference Burgess, J., Gallagher, B., Jensen, D., & Levine, B. N. (2006). Maxprop: Routing for vehicle-based disruption-tolerant networks. In Proceedings IEEE INFOCOM 2006. 25th IEEE international conference on computer communication (pp. 1–11). IEEE. Burgess, J., Gallagher, B., Jensen, D., & Levine, B. N. (2006). Maxprop: Routing for vehicle-based disruption-tolerant networks. In Proceedings IEEE INFOCOM 2006. 25th IEEE international conference on computer communication (pp. 1–11). IEEE.
9.
go back to reference Calin, D., Claussen, H., & Uzunalioglu, H. (2010). On femto deployment architectures and macrocell offloading benefits in joint Macro–Femto deployments. IEEE Communications Magazine, 48(1), 26–32.CrossRef Calin, D., Claussen, H., & Uzunalioglu, H. (2010). On femto deployment architectures and macrocell offloading benefits in joint Macro–Femto deployments. IEEE Communications Magazine, 48(1), 26–32.CrossRef
10.
go back to reference Cao, Y., & Sun, Z. (2013). Routing in delay/disruption tolerant networks: A taxonomy, survey and challenges. IEEE Communications Surveys Tutorials, 15(2), 654–677.CrossRef Cao, Y., & Sun, Z. (2013). Routing in delay/disruption tolerant networks: A taxonomy, survey and challenges. IEEE Communications Surveys Tutorials, 15(2), 654–677.CrossRef
11.
go back to reference Cao, Y., Sun, Z., Wang, N., Yao, F., & Cruickshank, H. (2013). Converge-and-diverge: A geographic routing for delay/disruption-tolerant networks using a delegation replication approach. IEEE Transactions on Vehicular Technology, 62(5), 2339–2343.CrossRef Cao, Y., Sun, Z., Wang, N., Yao, F., & Cruickshank, H. (2013). Converge-and-diverge: A geographic routing for delay/disruption-tolerant networks using a delegation replication approach. IEEE Transactions on Vehicular Technology, 62(5), 2339–2343.CrossRef
12.
go back to reference Chandhar, P., & Das, S. S. (2013). Analytical evaluation of offloading gain in Macrocell–Femtocell OFDMA networks. In 2013 IEEE 77th vehicular technology conference (VTC Spring) (pp. 1–6). IEEE. Chandhar, P., & Das, S. S. (2013). Analytical evaluation of offloading gain in Macrocell–Femtocell OFDMA networks. In 2013 IEEE 77th vehicular technology conference (VTC Spring) (pp. 1–6). IEEE.
13.
go back to reference Chandrasekaran, G., Wang, N., & Tafazolli, R. (2015). Caching on the move: Towards D2D-based information centric networking for mobile content distribution. In 2015 IEEE 40th conference on local computer networks (LCN) (pp. 312–320). IEEE. Chandrasekaran, G., Wang, N., & Tafazolli, R. (2015). Caching on the move: Towards D2D-based information centric networking for mobile content distribution. In 2015 IEEE 40th conference on local computer networks (LCN) (pp. 312–320). IEEE.
14.
go back to reference Chandrasekhar, V., Andrews, J. G., & Gatherer, A. (2008). Femtocell networks: A survey. IEEE Communications magazine, 46(9), 59–67.CrossRef Chandrasekhar, V., Andrews, J. G., & Gatherer, A. (2008). Femtocell networks: A survey. IEEE Communications magazine, 46(9), 59–67.CrossRef
15.
go back to reference Chen, Q., Yu, G., Maaref, A., Li, G., & Huang, A. (2016). Rethinking mobile data offloading for LTE in unlicensed spectrum. IEEE Transactions on Wireless Communications, 15(7), 4987–5000. Chen, Q., Yu, G., Maaref, A., Li, G., & Huang, A. (2016). Rethinking mobile data offloading for LTE in unlicensed spectrum. IEEE Transactions on Wireless Communications, 15(7), 4987–5000.
16.
go back to reference Cheng, N., Lu, N., Zhang, N., Shen, X. S., & Mark, J. W. (2014). Opportunistic WiFi offloading in vehicular environment: A queueing analysis. In 2014 IEEE global communications conference (GLOBECOM) (pp. 211–216). IEEE. Cheng, N., Lu, N., Zhang, N., Shen, X. S., & Mark, J. W. (2014). Opportunistic WiFi offloading in vehicular environment: A queueing analysis. In 2014 IEEE global communications conference (GLOBECOM) (pp. 211–216). IEEE.
17.
go back to reference Cheng, N., Lu, N., Zhang, N., Shen, X. S., & Mark, J. W. (2014). Vehicular WiFi offloading: Challenges and solutions. Vehicular Communications, 1(1), 13–21.CrossRef Cheng, N., Lu, N., Zhang, N., Shen, X. S., & Mark, J. W. (2014). Vehicular WiFi offloading: Challenges and solutions. Vehicular Communications, 1(1), 13–21.CrossRef
18.
go back to reference Cheng, N., Lu, N., Zhang, N., Zhang, X., Shen, X. S., & Mark, J. W. (2016). Opportunistic WiFi offloading in vehicular environment: A game-theory approach. IEEE Transactions on Intelligent Transportation Systems, 17(7), 1944–1955.CrossRef Cheng, N., Lu, N., Zhang, N., Zhang, X., Shen, X. S., & Mark, J. W. (2016). Opportunistic WiFi offloading in vehicular environment: A game-theory approach. IEEE Transactions on Intelligent Transportation Systems, 17(7), 1944–1955.CrossRef
19.
go back to reference Cheng, F., Yu, Y., Zhao, Z., Zhao, N., Chen, Y., & Lin, H. (2017). Power allocation for cache-aided small-cell networks with limited backhaul. IEEE Access, 5, 1272–1283.CrossRef Cheng, F., Yu, Y., Zhao, Z., Zhao, N., Chen, Y., & Lin, H. (2017). Power allocation for cache-aided small-cell networks with limited backhaul. IEEE Access, 5, 1272–1283.CrossRef
20.
go back to reference Cheung, M. H., & Huang, J. (2015). Dawn: Delay-aware Wi-Fi offloading and network selection. IEEE Journal on Selected Areas in Communications, 33(6), 1214–1223.CrossRef Cheung, M. H., & Huang, J. (2015). Dawn: Delay-aware Wi-Fi offloading and network selection. IEEE Journal on Selected Areas in Communications, 33(6), 1214–1223.CrossRef
22.
go back to reference Daly, E. M., & Haahr, M. (2007). Social network analysis for routing in disconnected delay-tolerant manets. In Proceedings of the 8th ACM international symposium on mobile ad hoc networking and computing (pp. 32–40). ACM. Daly, E. M., & Haahr, M. (2007). Social network analysis for routing in disconnected delay-tolerant manets. In Proceedings of the 8th ACM international symposium on mobile ad hoc networking and computing (pp. 32–40). ACM.
23.
go back to reference Dimatteo, S., Hui, P., Han, B., & Li, V. O. (2011). Cellular traffic offloading through WiFi networks. In 2011 IEEE eighth international conference on mobile ad-hoc and sensor systems (pp. 192–201). IEEE. Dimatteo, S., Hui, P., Han, B., & Li, V. O. (2011). Cellular traffic offloading through WiFi networks. In 2011 IEEE eighth international conference on mobile ad-hoc and sensor systems (pp. 192–201). IEEE.
24.
go back to reference Ding, A. Y., Hui, P., Kojo, M., & Tarkoma, S. (2012). Enabling energy-aware mobile data offloading for smartphones through vertical collaboration. In Proceedings of the 2012 ACM conference on CoNEXT student workshop (pp. 27–28). ACM Ding, A. Y., Hui, P., Kojo, M., & Tarkoma, S. (2012). Enabling energy-aware mobile data offloading for smartphones through vertical collaboration. In Proceedings of the 2012 ACM conference on CoNEXT student workshop (pp. 27–28). ACM
25.
go back to reference Elhami, G., Zehni, M., & Pakravan, M. R. (2015). A survey on heterogeneous access networks: Mobile data offloading. In 2015 23rd Iranian conference on electrical engineering (ICEE) (pp. 379–384). IEEE. Elhami, G., Zehni, M., & Pakravan, M. R. (2015). A survey on heterogeneous access networks: Mobile data offloading. In 2015 23rd Iranian conference on electrical engineering (ICEE) (pp. 379–384). IEEE.
26.
go back to reference Gonzalez, M. C., Hidalgo, C. A., & Barabasi, A. L. (2008). Understanding individual human mobility patterns. Nature, 453(7196), 779–782.CrossRef Gonzalez, M. C., Hidalgo, C. A., & Barabasi, A. L. (2008). Understanding individual human mobility patterns. Nature, 453(7196), 779–782.CrossRef
27.
go back to reference Ha, S., Sen, S., Joe-Wong, C., Im, Y., & Chiang, M. (2012). Tube: Time-dependent pricing for mobile data. ACM SIGCOMM Computer Communication Review, 42(4), 247–258.CrossRef Ha, S., Sen, S., Joe-Wong, C., Im, Y., & Chiang, M. (2012). Tube: Time-dependent pricing for mobile data. ACM SIGCOMM Computer Communication Review, 42(4), 247–258.CrossRef
28.
go back to reference Han, B., Hui, P., Kumar, V., Marathe, M. V., Pei, G., & Srinivasan, A. (2010). Cellular traffic offloading through opportunistic communications: A case study. In Proceedings of the 5th ACM workshop on challenged networks (pp. 31–38). ACM. Han, B., Hui, P., Kumar, V., Marathe, M. V., Pei, G., & Srinivasan, A. (2010). Cellular traffic offloading through opportunistic communications: A case study. In Proceedings of the 5th ACM workshop on challenged networks (pp. 31–38). ACM.
29.
go back to reference Han, C., Dianati, M., Tafazolli, R., & Liu, X. (2012). A novel distributed asynchronous multichannel MAC scheme for large-scale vehicular ad hoc networks. IEEE Transactions on Vehicular Technology, 61(7), 3125–3138.CrossRef Han, C., Dianati, M., Tafazolli, R., & Liu, X. (2012). A novel distributed asynchronous multichannel MAC scheme for large-scale vehicular ad hoc networks. IEEE Transactions on Vehicular Technology, 61(7), 3125–3138.CrossRef
30.
go back to reference Hui, P., Crowcroft, J., & Yoneki, E. (2011). Bubble rap: Social-based forwarding in delay-tolerant networks. IEEE Transactions on Mobile Computing, 10(11), 1576–1589.CrossRef Hui, P., Crowcroft, J., & Yoneki, E. (2011). Bubble rap: Social-based forwarding in delay-tolerant networks. IEEE Transactions on Mobile Computing, 10(11), 1576–1589.CrossRef
31.
go back to reference Izumikawa, H., & Katto, J. (2013). Rocnet: Spatial mobile data offload with user-behavior prediction through delay tolerant networks. In 2013 IEEE wireless communications and networking conference (WCNC) (pp. 2196–2201). IEEE. Izumikawa, H., & Katto, J. (2013). Rocnet: Spatial mobile data offload with user-behavior prediction through delay tolerant networks. In 2013 IEEE wireless communications and networking conference (WCNC) (pp. 2196–2201). IEEE.
32.
go back to reference Kang, X., Chia, Y. K., Sun, S., & Chong, H. F. (2014). Mobile data offloading through a third-party WiFi access point: An operator’s perspective. IEEE Transactions on Wireless Communications, 13(10), 5340–5351.CrossRef Kang, X., Chia, Y. K., Sun, S., & Chong, H. F. (2014). Mobile data offloading through a third-party WiFi access point: An operator’s perspective. IEEE Transactions on Wireless Communications, 13(10), 5340–5351.CrossRef
33.
go back to reference Kim, S. H., & Han, S. J. (2012). Contour routing for peer-to-peer DTN delivery in cellular networks. In 2012 fourth international conference on communication systems and networks (COMSNETS 2012) (pp. 1–9). IEEE. Kim, S. H., & Han, S. J. (2012). Contour routing for peer-to-peer DTN delivery in cellular networks. In 2012 fourth international conference on communication systems and networks (COMSNETS 2012) (pp. 1–9). IEEE.
34.
go back to reference Lee, K., Lee, J., Yi, Y., Rhee, I., & Chong, S. (2013). Mobile data offloading: How much can WiFi deliver? IEEE/ACM Transactions on Networking (TON), 21(2), 536–550.CrossRef Lee, K., Lee, J., Yi, Y., Rhee, I., & Chong, S. (2013). Mobile data offloading: How much can WiFi deliver? IEEE/ACM Transactions on Networking (TON), 21(2), 536–550.CrossRef
35.
go back to reference Lee, J., Yi, Y., Chong, S., & Jin, Y. (2014). Economics of WiFi offloading: Trading delay for cellular capacity. IEEE Transactions on Wireless Communications, 13(3), 1540–1554.CrossRef Lee, J., Yi, Y., Chong, S., & Jin, Y. (2014). Economics of WiFi offloading: Trading delay for cellular capacity. IEEE Transactions on Wireless Communications, 13(3), 1540–1554.CrossRef
36.
go back to reference Lei, L., Zhong, Z., Lin, C., & Shen, X. (2012). Operator controlled device-to-device communications in LTE-advanced networks. IEEE Wireless Communications, 19(3), 96.CrossRef Lei, L., Zhong, Z., Lin, C., & Shen, X. (2012). Operator controlled device-to-device communications in LTE-advanced networks. IEEE Wireless Communications, 19(3), 96.CrossRef
37.
go back to reference Li, Y., Qian, M., Jin, D., Hui, P., Wang, Z., & Chen, S. (2014). Multiple mobile data offloading through disruption tolerant networks. IEEE Transactions on Mobile Computing, 13(7), 1579–1596.CrossRef Li, Y., Qian, M., Jin, D., Hui, P., Wang, Z., & Chen, S. (2014). Multiple mobile data offloading through disruption tolerant networks. IEEE Transactions on Mobile Computing, 13(7), 1579–1596.CrossRef
38.
go back to reference Li, Z., Shi, Y., Chen, S., & Zhao, J. (2015). Cellular traffic offloading through opportunistic communications based on human mobility. TIIS, 9(3), 872–885. Li, Z., Shi, Y., Chen, S., & Zhao, J. (2015). Cellular traffic offloading through opportunistic communications based on human mobility. TIIS, 9(3), 872–885.
39.
go back to reference Lindgren, A., Doria, A., & Schelén, O. (2003). Probabilistic routing in intermittently connected networks. ACM SIGMOBILE mobile computing and communications review, 7(3), 19–20.CrossRef Lindgren, A., Doria, A., & Schelén, O. (2003). Probabilistic routing in intermittently connected networks. ACM SIGMOBILE mobile computing and communications review, 7(3), 19–20.CrossRef
40.
go back to reference Link, J. Á. B., Viol, N., Goliath, A., & Wehrle, K. (2009). Simbetage: Utilizing temporal changes in social networks for delay/disconnection tolerant networking. In 2009 6th annual international on mobile and ubiquitous systems: Networking and services, MobiQuitous (MobiQuitous’ 09) (pp. 1–2). IEEE. Link, J. Á. B., Viol, N., Goliath, A., & Wehrle, K. (2009). Simbetage: Utilizing temporal changes in social networks for delay/disconnection tolerant networking. In 2009 6th annual international on mobile and ubiquitous systems: Networking and services, MobiQuitous (MobiQuitous’ 09) (pp. 1–2). IEEE.
41.
go back to reference Lu, X., Lio, P., & Hui, P. (2016). Distance-based opportunistic mobile data offloading. Sensors, 16(6), 878.CrossRef Lu, X., Lio, P., & Hui, P. (2016). Distance-based opportunistic mobile data offloading. Sensors, 16(6), 878.CrossRef
42.
go back to reference Mayer, C. P., & Waldhorst, O. P. (2011). Offloading infrastructure using delay tolerant networks and assurance of delivery. In 2011 IFIP on wireless days (WD) (pp. 1–7). IEEE. Mayer, C. P., & Waldhorst, O. P. (2011). Offloading infrastructure using delay tolerant networks and assurance of delivery. In 2011 IFIP on wireless days (WD) (pp. 1–7). IEEE.
43.
go back to reference Mehmeti, F., & Spyropoulos, T. (2017). Performance analysis of mobile data offloading in heterogeneous networks. IEEE Transactions on Mobile Computing, 16(2), 482–497.CrossRef Mehmeti, F., & Spyropoulos, T. (2017). Performance analysis of mobile data offloading in heterogeneous networks. IEEE Transactions on Mobile Computing, 16(2), 482–497.CrossRef
44.
go back to reference Ngo, M. H., & Krishnamurthy, V. (2009). Optimality of threshold policies for transmission scheduling in correlated fading channels. IEEE Transactions on Communications, 57(8), 2474–2483.CrossRef Ngo, M. H., & Krishnamurthy, V. (2009). Optimality of threshold policies for transmission scheduling in correlated fading channels. IEEE Transactions on Communications, 57(8), 2474–2483.CrossRef
45.
go back to reference Onoue, Y., Tamai, M., & Yasumoto, K. (2014). Energy-constrained Wi-Fi offloading method using prefetching. In 2014 IEEE 79th vehicular technology conference (VTC Spring) (pp. 1–5). IEEE. Onoue, Y., Tamai, M., & Yasumoto, K. (2014). Energy-constrained Wi-Fi offloading method using prefetching. In 2014 IEEE 79th vehicular technology conference (VTC Spring) (pp. 1–5). IEEE.
46.
go back to reference Pieterse, H., & Olivier, M. S. (2014). Bluetooth command and control channel. Computers and Security, 45, 75–83.CrossRef Pieterse, H., & Olivier, M. S. (2014). Bluetooth command and control channel. Computers and Security, 45, 75–83.CrossRef
47.
go back to reference Poularakis, K., Iosifidis, G., Pefkianakis, I., Tassiulas, L., & May, M. (2016). Mobile data offloading through caching in residential 802.11 wireless networks. IEEE Transactions on Network and Service Management, 13(1), 71–84.CrossRef Poularakis, K., Iosifidis, G., Pefkianakis, I., Tassiulas, L., & May, M. (2016). Mobile data offloading through caching in residential 802.11 wireless networks. IEEE Transactions on Network and Service Management, 13(1), 71–84.CrossRef
48.
go back to reference Qutqut, M. H., Al-Turjman, F. M., & Hassanein, H. S. (2013). MFW: Mobile femtocells utilizing WiFi: A data offloading framework for cellular networks using mobile femtocells. In 2013 IEEE international conference on communications (ICC) (pp. 6427–6431). IEEE. Qutqut, M. H., Al-Turjman, F. M., & Hassanein, H. S. (2013). MFW: Mobile femtocells utilizing WiFi: A data offloading framework for cellular networks using mobile femtocells. In 2013 IEEE international conference on communications (ICC) (pp. 6427–6431). IEEE.
49.
go back to reference Rebecchi, F., de Amorim, M. D., & Conan, V. (2014). Droid: Adapting to individual mobility pays off in mobile data offloading. In 2014 IFIP networking conference (pp. 1–9). IEEE. Rebecchi, F., de Amorim, M. D., & Conan, V. (2014). Droid: Adapting to individual mobility pays off in mobile data offloading. In 2014 IFIP networking conference (pp. 1–9). IEEE.
50.
go back to reference Rebecchi, F., de Amorim, M. D., & Conan, V. (2016). Should i seed or should i not: On the remuneration of seeders in D2D offloading. In 2016 IEEE 17th international symposium on a world of wireless, mobile and multimedia networks (WoWMoM) (pp. 1–9). IEEE. Rebecchi, F., de Amorim, M. D., & Conan, V. (2016). Should i seed or should i not: On the remuneration of seeders in D2D offloading. In 2016 IEEE 17th international symposium on a world of wireless, mobile and multimedia networks (WoWMoM) (pp. 1–9). IEEE.
51.
go back to reference Rebecchi, F., De Amorim, M. D., Conan, V., Passarella, A., Bruno, R., & Conti, M. (2015). Data offloading techniques in cellular networks: A survey. IEEE Communications Surveys and Tutorials, 17(2), 580–603.CrossRef Rebecchi, F., De Amorim, M. D., Conan, V., Passarella, A., Bruno, R., & Conti, M. (2015). Data offloading techniques in cellular networks: A survey. IEEE Communications Surveys and Tutorials, 17(2), 580–603.CrossRef
52.
go back to reference Ristanovic, N., Le Boudec, J. Y., Chaintreau, A., & Erramilli, V. (2011). Energy efficient offloading of 3G networks. In 2011 IEEE eighth international conference on mobile ad-hoc and sensor systems (pp. 202–211). IEEE. Ristanovic, N., Le Boudec, J. Y., Chaintreau, A., & Erramilli, V. (2011). Energy efficient offloading of 3G networks. In 2011 IEEE eighth international conference on mobile ad-hoc and sensor systems (pp. 202–211). IEEE.
53.
go back to reference Sou, S. I. (2013). Mobile data offloading with policy and charging control in 3G pp core network. IEEE Transactions on Vehicular Technology, 62(7), 3481–3486.CrossRef Sou, S. I. (2013). Mobile data offloading with policy and charging control in 3G pp core network. IEEE Transactions on Vehicular Technology, 62(7), 3481–3486.CrossRef
54.
go back to reference Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2005). Spray and wait: An efficient routing scheme for intermittently connected mobile networks. In Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking (pp. 252–259). ACM. Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2005). Spray and wait: An efficient routing scheme for intermittently connected mobile networks. In Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking (pp. 252–259). ACM.
55.
go back to reference Wang, K., Lau, F. C., Chen, L., & Schober, R. (2016). Pricing mobile data offloading: A distributed market framework. IEEE Transactions on Wireless Communications, 15(2), 913–927.CrossRef Wang, K., Lau, F. C., Chen, L., & Schober, R. (2016). Pricing mobile data offloading: A distributed market framework. IEEE Transactions on Wireless Communications, 15(2), 913–927.CrossRef
56.
go back to reference Wang, T., Cao, Y., Zhou, Y., & Li, P. (2016). A survey on geographic routing protocols in delay/disruption tolerant networks (DTNS). International Journal of Distributed Sensor Networks, 2016(6), 8. Wang, T., Cao, Y., Zhou, Y., & Li, P. (2016). A survey on geographic routing protocols in delay/disruption tolerant networks (DTNS). International Journal of Distributed Sensor Networks, 2016(6), 8.
57.
go back to reference Wang, T., Sun, Y., Song, L., & Han, Z. (2015). Social data offloading in D2D-enhanced cellular networks by network formation games. IEEE Transactions on Wireless Communications, 14(12), 7004–7015.CrossRef Wang, T., Sun, Y., Song, L., & Han, Z. (2015). Social data offloading in D2D-enhanced cellular networks by network formation games. IEEE Transactions on Wireless Communications, 14(12), 7004–7015.CrossRef
58.
go back to reference Wang, X., Chen, M., Han, Z., Wu, D. O., & Kwon, T. T. (2014). Toss: Traffic offloading by social network service-based opportunistic sharing in mobile social networks. In INFOCOM, 2014 proceedings IEEE (pp. 2346–2354). IEEE Wang, X., Chen, M., Han, Z., Wu, D. O., & Kwon, T. T. (2014). Toss: Traffic offloading by social network service-based opportunistic sharing in mobile social networks. In INFOCOM, 2014 proceedings IEEE (pp. 2346–2354). IEEE
59.
go back to reference Xiaofeng, L., Pan, H., & Lio, P. (2013). Offloading mobile data from cellular networks through peer-to-peer WiFi communication: A subscribe-and-send architecture. China Communications, 10(6), 35–46.CrossRef Xiaofeng, L., Pan, H., & Lio, P. (2013). Offloading mobile data from cellular networks through peer-to-peer WiFi communication: A subscribe-and-send architecture. China Communications, 10(6), 35–46.CrossRef
60.
go back to reference Yavuz, M., Meshkati, F., Nanda, S., Pokhariyal, A., Johnson, N., Raghothaman, B., et al. (2009). Interference management and performance analysis of UMTS/HSPA+ femtocells. IEEE Communications Magazine, 47(9), 102–109.CrossRef Yavuz, M., Meshkati, F., Nanda, S., Pokhariyal, A., Johnson, N., Raghothaman, B., et al. (2009). Interference management and performance analysis of UMTS/HSPA+ femtocells. IEEE Communications Magazine, 47(9), 102–109.CrossRef
61.
go back to reference Zhang, Y., Gao, W., Cao, G., La Porta, T., Krishnamachari, B., & Iyengar, A. (2012). Social-aware data diffusion in delay tolerant manets. In M. T. Thai, & P. M. Pardalos (Eds.), Handbook of optimization in complex networks: Communication and social networks (pp. 457–481). Berlin: Springer.CrossRef Zhang, Y., Gao, W., Cao, G., La Porta, T., Krishnamachari, B., & Iyengar, A. (2012). Social-aware data diffusion in delay tolerant manets. In M. T. Thai, & P. M. Pardalos (Eds.), Handbook of optimization in complex networks: Communication and social networks (pp. 457–481). Berlin: Springer.CrossRef
62.
go back to reference Zhao, N., Liu, X., Yu, F. R., Li, M., & Leung, V. C. (2016). Communications, caching, and computing oriented small cell networks with interference alignment. IEEE Communications Magazine, 54(9), 29–35.CrossRef Zhao, N., Liu, X., Yu, F. R., Li, M., & Leung, V. C. (2016). Communications, caching, and computing oriented small cell networks with interference alignment. IEEE Communications Magazine, 54(9), 29–35.CrossRef
63.
go back to reference Zhao, N., Yu, F. R., & Leung, V. C. (2015). Opportunistic communications in interference alignment networks with wireless power transfer. IEEE Wireless Communications, 22(1), 88–95.CrossRef Zhao, N., Yu, F. R., & Leung, V. C. (2015). Opportunistic communications in interference alignment networks with wireless power transfer. IEEE Wireless Communications, 22(1), 88–95.CrossRef
64.
go back to reference Zhu, Z., Fan, Z., Cao, F., & Sun, Y. (2011). Data offloading method for interference and mobility management in femtocell systems. In 2011 7th international wireless communications and mobile computing conference (IWCMC) (pp. 2115–2120). IEEE. Zhu, Z., Fan, Z., Cao, F., & Sun, Y. (2011). Data offloading method for interference and mobility management in femtocell systems. In 2011 7th international wireless communications and mobile computing conference (IWCMC) (pp. 2115–2120). IEEE.
65.
go back to reference Zhuo, X., Gao, W., Cao, G., & Dai, Y. (2011). Win-coupon: An incentive framework for 3G traffic offloading. In 2011 19th IEEE international conference on network protocols (pp. 206–215). IEEE. Zhuo, X., Gao, W., Cao, G., & Dai, Y. (2011). Win-coupon: An incentive framework for 3G traffic offloading. In 2011 19th IEEE international conference on network protocols (pp. 206–215). IEEE.
Metadata
Title
A comprehensive survey on mobile data offloading in heterogeneous network
Authors
Tong Wang
Pengcheng Li
Xibo Wang
Yunfeng Wang
Tianhao Guo
Yue Cao
Publication date
31-08-2017
Publisher
Springer US
Published in
Wireless Networks / Issue 2/2019
Print ISSN: 1022-0038
Electronic ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-017-1576-0

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