Analysis on Cache-Enabled Wireless Heterogeneous Networks

作者：Yang, Chenchen; Yao, Yao; Chen, Zhiyong; Xia, Bin^*

来源：IEEE Transactions on Wireless Communications, 2016, 15(1): 131-145.

DOI：10.1109/TWC.2015.2468220

• Caching
• HetNets
• content popularity
• Poisson point processes
• Markov process
• pushing

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.

• 出版日期2016-1
• 单位上海交通大学