Title :
Pricing-based cross-layer scheduling and energy management over OFDM downlink networks
Author :
Yong Yang ; Bo Yang ; Xinping Guan
Author_Institution :
Dept. of Electr. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
We focus on downlink scheduling and resource allocation for orthogonal frequency division multiplexing (OFDM) wireless networks. From a perspective of network operators, the base station (BS) will charge the downlink users to earn revenue and pay for electricity consumption. The aim of network operators is to achieve better profits while ensuring network stability. In the context of smart grid, the BS can harvest renewable energy and store energy in order to cut down electricity cost. The challenge is that it is hard to obtain the accurate statistic knowledge of electricity price, random rate requests and renewable energy. Furthermore, we have to deal with the dynamic data rate requests from downlink users with heterogeneous quality of service (QoS) requirements. To handle the coupling between congestion control, energy consumption and radio resource allocation, we propose a pricing-based crosslayer scheduling and energy management algorithm PCSM based on Lyapunov optimization: the energy management can well regulate the electricity charging rate in case of interrupting the downlink service; the data rate pricing-based congestion control scheme collects proper revenue by setting data rate price to carry out flow control and profit maximization; the radio resource allocation can achieve adaptive allocation by using cross-layer information from the network layer as well as energy storage condition. Theoretical analysis shows that it can achieve a near-optimal performance when stabilizing the network and that its effectiveness is also validated through simulation results.
Keywords :
Lyapunov methods; OFDM modulation; costing; optimisation; pricing; quality of service; radio networks; resource allocation; scheduling; telecommunication congestion control; telecommunication network management; BS; Lyapunov optimization; OFDM downlink networks; OFDM wireless networks; PCSM; QoS requirements; base station; congestion control; cross-layer information; downlink users; dynamic data rate requests; electricity consumption; electricity cost; electricity price; energy consumption; energy management algorithm; energy storage condition; flow control; network layer; network stability; orthogonal frequency division multiplexing wireless networks; pricing-based cross-layer scheduling; pricing-based crosslayer scheduling; profit maximization; quality of service requirements; radio resource allocation; random rate requests; renewable energy harvesting; revenue; smart grid context; Batteries; Downlink; Electricity; Renewable energy sources; Resource management; Stability analysis;
Conference_Titel :
Control and Automation (ICCA), 2013 10th IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-4707-5
DOI :
10.1109/ICCA.2013.6565175