The DOI matches its Crossref record; 28 of the 28 references it cites were found in a registry or an index.
Analysis on Cache-Enabled Wireless Heterogeneous Networks
Open accessAbstract
Caching popular multimedia content is a promising way to unleash the ultimate potential of wireless networks. In this paper, we propose and analyze cache-based content delivery in a three-tier heterogeneous network (HetNet), where base stations (BSs), relays, and device-to-device (D2D) pairs are included. We advocate proactively caching popular content in the relays and parts of the users with caching ability when the network is off-peak. The cached content can be reused for frequent access to offload the cellular network traffic. The node locations are first modeled as mutually independent Poisson point processes (PPPs) and the corresponding content access protocol is developed. The average ergodic rate and outage probability in the downlink are then analyzed theoretically. We further derive the throughput and the delay based on the multiclass processor-sharing queue model and the continuous-time Markov process. According to the critical condition of the steady state in the HetNet, the maximum traffic load and the global throughput gain are investigated. Moreover, impacts of some key network characteristics, e.g., the heterogeneity of multimedia contents, node densities, and the limited caching capacities, on the system performance are elaborated on to provide valuable insight.
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Cites
A Tractable Approach to Coverage and Rate in Cellular Networks
Andrews, J. G., Baccelli, F., & Ganti, R. K. (2011) · IEEE Transactions on Communications · doi:10.1109/tcomm.2011.100411.100541 · Cited by 3,170
Maddah-Ali, M. A., & Niesen, U. (2014) · IEEE Transactions on Information Theory · doi:10.1109/tit.2014.2306938 · Cited by 1,726
I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Cha, M., Kwak, H., Rodriguez, P., Ahn, Y.-Y., & Moon, S. (2007) · Proceedings of the 7th ACM SIGCOMM conference on Internet measurement · doi:10.1145/1298306.1298309 · Cited by 1,576
FemtoCaching: Wireless Content Delivery Through Distributed Caching Helpers
Shanmugam, K., Golrezaei, N., Dimakis, A. G., Molisch, A. F., & Caire, G. (2013) · IEEE Transactions on Information Theory · doi:10.1109/tit.2013.2281606 · Cited by 1,246
User Association for Load Balancing in Heterogeneous Cellular Networks
Ye, Q., Rong, B., Chen, Y., Al-Shalash, M., Caramanis, C., & Andrews, J. G. (2013) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2013.040413.120676 · Cited by 1,228
Living on the edge: The role of proactive caching in 5G wireless networks
Bastug, E., Bennis, M., & Debbah, M. (2014) · IEEE Communications Magazine · doi:10.1109/mcom.2014.6871674 · Cited by 1,146
Cache in the air: exploiting content caching and delivery techniques for 5G systems
Wang, X., Chen, M., Taleb, T., Ksentini, A., & Leung, V. (2014) · IEEE Communications Magazine · doi:10.1109/mcom.2014.6736753 · Cited by 1,063
ElSawy, H., Hossain, E., & Haenggi, M. (2013) · IEEE Communications Surveys & Tutorials · doi:10.1109/surv.2013.052213.00000 · Cited by 976
Jo, H.-S., Sang, Y. J., Xia, P., & Andrews, J. G. (2012) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2012.081612.111361 · Cited by 963
Seven ways that HetNets are a cellular paradigm shift
Andrews, J. G. (2013) · IEEE Communications Magazine · doi:10.1109/mcom.2013.6476878 · Cited by 882
Cited by
Li, L., Zhao, G., & Blum, R. S. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2820021 · Cited by 282
Li, X., Wang, X., Wan, P.-J., Han, Z., & Leung, V. C. M. (2018) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2018.2844658 · Cited by 140
Caching in Base Station with Recommendation via Q-Learning
Guo, K., Yang, C., & Liu, T. (2017) · 2017 IEEE Wireless Communications and Networking Conference (WCNC) · doi:10.1109/wcnc.2017.7925848 · Cited by 54
Self-citationDeep learning-based edge caching for multi-cluster heterogeneous networks
Yang, J., Zhang, J., Ma, C., Wang, H., Zhang, J., & Zheng, G. (2020) · Neural Computing and Applications · doi:10.1007/s00521-019-04040-z · Cited by 16
Metadata
- Authors
- Yang, C., Yao, Y., Chen, Z., & Xia, B.
- Venue
- IEEE Transactions on Wireless Communications
- Published
- 2016-01
- Volume
- 15
- Issue
- 1
- Pages
- 131-145
- ISSN
- 1536-1276 (ISSN-L)
- OpenAlex
- W2963155944
- Cited by
- 322
- References
- 28
- FWCI
- 58.33
- Type
- journal article
- Language
- en
- Open access
- green
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