Back to Search
Start Over
Coordinated load balancing, handoff/cell-site selection, and scheduling in multi-cell packet data systems
- Source :
- MobiCom
- Publication Year :
- 2006
- Publisher :
- Springer Science and Business Media LLC, 2006.
-
Abstract
- We investigate a wireless system of multiple cells, each having a downlink shared channel in support of high-speed packet data services. In practice, such a system consists of hierarchically organized entities including a central server, Base Stations (BSs), and Mobile Stations (MSs). Our goal is to improve global resource utilization and reduce regional congestion given asymmetric arrivals and departures of mobile users, a goal requiring load balancing among multiple cells. For this purpose, we propose a scalable cross-layer framework to coordinate packet-level scheduling, call-level cell-site selection and handoff, and system-level cell coverage based on load, throughput, and channel measurements. In this framework, an opportunistic scheduling algorithm--the weighted Alpha-Rule--exploits the gain of multiuser diversity in each cell independently, trading aggregate (mean) down-link throughput for fairness and minimum rate guarantees among MSs. Each MS adapts to its channel dynamics and the load fluctuations in neighboring cells, in accordance with MSs' mobility or their arrival and departure, by initiating load-aware handoff and cell-site selection. The central server adjusts schedulers of all cells to coordinate their coverage by prompting cell breathing or distributed MS handoffs. Across the whole system, BSs and MSs constantly monitor their load, throughput, or channel quality in order to facilitate the overall system coordination. Our specific contributions in such a framework are highlighted by the minimum-rate guaranteed weighted Alpha-Rule scheduling, the load-aware MS handoff/cell-site selection, and the Media Access Control (MAC)-layer cell breathing. Our evaluations show that the proposed framework can improve global resource utilization and load balancing, resulting in a smaller blocking rate of MS arrivals without extra resources while the aggregate throughput remains roughly the same or improved at the hot-spots. Our simulation tests also show that the coordinated system is robust to dynamic load fluctuations and is scalable to both the system dimension and the size of MS population.
- Subjects :
- education.field_of_study
Computer Networks and Communications
business.industry
Computer science
Network packet
ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS
Population
Throughput
Load balancing (computing)
Cell breathing
Scheduling (computing)
Base station
Handover
Diversity gain
Media access control
Electrical and Electronic Engineering
business
education
Information Systems
Computer network
Subjects
Details
- ISSN :
- 15728196 and 10220038
- Volume :
- 14
- Database :
- OpenAIRE
- Journal :
- Wireless Networks
- Accession number :
- edsair.doi.dedup.....be927e6229785ca6baecde6982525dff
- Full Text :
- https://doi.org/10.1007/s11276-006-8533-7