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Self-organizing Dynamic Fractional Frequency Reuse on the uplink of OFDMA systems
dc.contributor.author | Rengarajan, Balaji | |
dc.contributor.author | Stolyar, Alexander L. | |
dc.contributor.author | Viswanathan, Harish | |
dc.date.accessioned | 2021-07-13T09:29:09Z | |
dc.date.available | 2021-07-13T09:29:09Z | |
dc.date.issued | 2010-03-17 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12761/361 | |
dc.description.abstract | Reverse link (or uplink) performance of cellular systems is becoming increasingly impor t ant with the emergence of new upl ink-bandwidth intensive applications such as Video Share [14], where end users upload video clips captured through their mobile devices. In particular, it is important to design the system to provide good us e r throughput in most of the coverage area, including at the cell edge. Soft fractional frequency reuse (FFR) is one of the techniques for mitigating inter-cell interference in cellular systems, leading to overall spectral efficiency enhancements and/or cell edge throughput improvements. We propose a novel algorithm tha t dynamically creates efficient soft FFR patterns on the upl ink of orthogonal frequency division multiple access (OFDMA) based cellular systems; this allows the system to "automatically" adapt to user traffic distribution and system layout. Our algorithm is based on systematically ascending towards a local maximum of the system-wide sum of user utilities, which depend on user throughputs. We show that this can be done in a semi-autonomous fashion: each sector does its resource allocation independently, with only an in frequent periodic exchange of interference costs between neighboring sectors. The proposed algorithm, called Multi-sector Gr adi ent for Upl ink (MGR-UL), allocates in-sector resources (power, frequency, time-slots to each user) in a way tha t simultaneously takes into a c count both the benefit to its "own" users ' utility and the cost of creating interference to neighboring sectors; along with tha t each sector estimates the cost of interference to itself. Extensive simulation results show tha t significant pe r formanc e benefits (up to 69% in total throughput in some typical scenarios) can be achieved with respect to a baseline approach. Simulations also show the automa tic formation of soft FFR patterns. | |
dc.language.iso | eng | |
dc.subject.lcc | Q Science::Q Science (General) | |
dc.subject.lcc | Q Science::QA Mathematics::QA75 Electronic computers. Computer science | |
dc.subject.lcc | T Technology::T Technology (General) | |
dc.subject.lcc | T Technology::TA Engineering (General). Civil engineering (General) | |
dc.subject.lcc | T Technology::TK Electrical engineering. Electronics Nuclear engineering | |
dc.title | Self-organizing Dynamic Fractional Frequency Reuse on the uplink of OFDMA systems | en |
dc.type | conference object | |
dc.conference.date | 17-19 March 2010 | |
dc.conference.place | Princeton, New Jersey, USA | |
dc.conference.title | The 44th Annual Conference on Information Sciences and Systems (CISS 2010) | * |
dc.event.type | conference | |
dc.pres.type | paper | |
dc.type.hasVersion | VoR | |
dc.rights.accessRights | open access | |
dc.description.refereed | TRUE | |
dc.description.status | pub | |
dc.eprint.id | http://eprints.networks.imdea.org/id/eprint/157 |