Beyond Interference Avoidance: Distributed Sun-network Scheduling in Wireless Networks with Local Views
| dc.contributor.advisor | Sabharwal, Ashutosh | |
| dc.contributor.committeeMember | Aazhang, Behnaam | |
| dc.contributor.committeeMember | Knightly, Edward W. | |
| dc.contributor.committeeMember | Hicks, Illya V. | |
| dc.creator | Santacruz, Pedro | |
| dc.date.accessioned | 2013-09-16T16:37:46Z | |
| dc.date.accessioned | 2013-09-16T16:37:48Z | |
| dc.date.available | 2013-09-16T16:37:46Z | |
| dc.date.available | 2013-09-16T16:37:48Z | |
| dc.date.created | 2013-05 | |
| dc.date.issued | 2013-09-16 | |
| dc.date.submitted | May 2013 | |
| dc.date.updated | 2013-09-16T16:37:48Z | |
| dc.description.abstract | In most wireless networks, nodes have only limited local information about the state of the network, which includes connectivity and channel state information. With limited local information about the network, each node’s knowledge is mismatched; therefore, they must make distributed decisions. In this thesis, we pose the following question - if every node has network state information only about a small neighborhood, how and when should nodes choose to transmit? While link scheduling answers the above question for point-to-point physical layers which are designed for an interference-avoidance paradigm, we look for answers in cases when interference can be embraced by advanced code design, as suggested by results in network information theory. To make progress on this challenging problem, we propose two constructive distributed algorithms, one conservative and one aggressive, which achieve rates higher than link scheduling based on interference avoidance, especially if each node knows more than one hop of network state information. Both algorithms schedule sub-networks such that each sub-network can employ advanced interference-embracing coding schemes to achieve higher rates. Our innovation is in the identification, selection and scheduling of sub-networks, especially when sub-networks are larger than a single link. Using normalized sum-rate as the metric of network performance, we prove that the proposed conservative sub-network scheduling algorithm is guaranteed to have performance greater than or equal to pure coloring-based link scheduling. In addition, the proposed aggressive sub-network scheduling algorithm is shown, through simulations, to achieve better normalized sum-rate than the conservative algorithm for several network classes. Our results highlight the advantages of extending the design space of possible scheduling strategies to include those that leverage local network information. | |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | Santacruz, Pedro. "Beyond Interference Avoidance: Distributed Sun-network Scheduling in Wireless Networks with Local Views." (2013) Diss., Rice University. <a href="https://hdl.handle.net/1911/72036">https://hdl.handle.net/1911/72036</a>. | |
| dc.identifier.slug | 123456789/ETD-2013-05-477 | |
| dc.identifier.uri | https://hdl.handle.net/1911/72036 | |
| dc.language.iso | eng | |
| dc.rights | Copyright is held by the author, unless otherwise indicated. Permission to reuse, publish, or reproduce the work beyond the bounds of fair use or other exemptions to copyright law must be obtained from the copyright holder. | |
| dc.subject | Wireless communication | |
| dc.subject | Wireless networks | |
| dc.subject | Distributed scheduling | |
| dc.subject | Local views | |
| dc.title | Beyond Interference Avoidance: Distributed Sun-network Scheduling in Wireless Networks with Local Views | |
| dc.type | Thesis | |
| dc.type.material | Text | |
| thesis.degree.department | Electrical and Computer Engineering | |
| thesis.degree.discipline | Engineering | |
| thesis.degree.grantor | Rice University | |
| thesis.degree.level | Doctoral | |
| thesis.degree.name | Doctor of Philosophy |