Statistical-QoS Driven Energy-Efficiency Optimization Over Green 5G Mobile Wireless Networks

被引:85
|
作者
Cheng, Wenchi [2 ]
Zhang, Xi [1 ]
Zhang, Hailin [2 ]
机构
[1] Texas A&M Univ, Networking & Informat Syst Lab, Dept Elect & Comp Engn, College Stn, TX 77843 USA
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Green 5G mobile wireless networks; statistical quality of service (QoS); effective power efficiency (EPE); average power constraint; peak power constraint; SISO; MIMO; EFFECTIVE CAPACITY; FADING CHANNELS; RATE ADAPTATION; POWER-CONTROL; QUALITY; DELAY; ALLOCATION; MODEL;
D O I
10.1109/JSAC.2016.2599980
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Since the Information and Communications Technologies (ICT) were designed without taking the energy-saving into account, the unexpected excessive energy consumption of the fourth-generation (4G) and pre-4G wireless networks causes serious carbon dioxide emissions. To achieve green wireless networks, the fifth-generation (5G) wireless networks are expected to significantly increase the network energy efficiency while guaranteeing the quality of service (QoS) for time-sensitive multimedia wireless traffics. In this paper, we develop the statistical delay-bounded QoS driven green power allocation schemes to maximize the effective power efficiency (EPE), which is defined as the statistical-QoS-guaranteed throughput (effective capacity) per unit power, over single-input single-output (SISO) and multiple-input multiple-output (MIMO)-channels based 5G mobile wireless networks. For the SISO-channel based 5G wireless networks, our developed QoS-driven green power allocation scheme converges to the despicking water-filling scheme (despicking channel inversion scheme) when the QoS constraint becomes very loose (stringent). We further develop and analyze the statistical-QoS-driven green power allocation scheme to maximize the EPE over the multiplexing-MIMO based 5G mobile wireless networks. The obtained numerical results show that our developed statistical QoS-driven green power allocation schemes can optimize the EPE over 5G mobile wireless networks, thus enabling the effective implementation of green 5G wireless networks.
引用
收藏
页码:3092 / 3107
页数:16
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