Title :
A flexible downlink scheduling scheme in cellular packet data systems
Author :
Sang, Aimin ; Wang, Xiaodong ; Madihian, Mohammad ; Gitlin, Richard D.
Author_Institution :
NEC Lab., Princeton, NJ, USA
fDate :
3/1/2006 12:00:00 AM
Abstract :
Fast downlink scheduling algorithms play a central role in determining the overall performance of high-speed cellular data systems, characterized by high throughput and fair resource allocation among multiple users. We propose a flexible channel-dependent downlink scheduling scheme, named the (weighted) alpha-rule, based on the system utility maximization that arises from the Internet economy of long-term bandwidth sharing among elastic-service users. We show that the utility as a function of per-user mean throughput naturally derives the alpha-rule scheme and a whole set of channel-dependent instantaneous scheduling schemes following different fairness criteria. We evaluate the alpha-rule in a multiuser CDMA high data rate (HDR) system with space-time block coding (STBC) or Bell Labs layered space-time (BLAST) multiple-input multiple-output (MIMO) channel. Our evaluation shows that it works efficiently by enabling flexible tradeoff between aggregate throughput, per-user throughput, and per-user resource allocation through a single control parameter. In other words the Alpha-rule effectively fills the performance gap between existing scheduling schemes, such as max-C/I and proportional fairness (PF), and provides an important control knob at the media-access-control (MAC) layer to balance between multiuser diversity gain and location-specific per-user performance.
Keywords :
Internet; MIMO systems; block codes; cellular radio; channel coding; code division multiple access; diversity reception; multiuser channels; packet switching; radio links; resource allocation; scheduling; space-time codes; Bell Labs layered space-time; Internet economy; MAC layer; MIMO channel; alpha-rule evaluation; bandwidth sharing; cellular packet data systems; channel-dependent instantaneous scheduling schemes; elastic-service users; flexible channel-dependent downlink scheduling scheme; location-specific per-user performance; media-access-control; multiple-input multiple-output; multiuser CDMA high data rate system; multiuser diversity gain; proportional fairness; resource allocation; space-time block coding; system utility maximization; Bandwidth; Block codes; Data systems; Downlink; Internet; MIMO; Multiaccess communication; Resource management; Scheduling algorithm; Throughput;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2006.1611087