Cooperative Partial Detection for MIMO Relay Networks

Simple item page
dc.contributor.advisorCavallaro, Joseph R.en_US
dc.creatorAmiri, Kiarashen_US
dc.date.accessioned2011-05-19T18:05:36Zen_US
dc.date.available2011-05-19T18:05:36Zen_US
dc.date.issued2011en_US
dc.descriptionThis paper was submitted by the author prior to final official version. For official version please see http://hdl.handle.net/1911/64372en_US
dc.description.abstractCooperative communication has recently re-emerged as a possible paradigm shift to realize the promises of the ever increasing wireless communication market; how- ever, there have been few, if any, studies to translate theoretical results into feasi- ble schemes with their particular practical challenges. The multiple-input multiple- output (MIMO) technique is another method that has been recently employed in different standards and protocols, often as an optional scenario, to further improve the reliability and data rate of different wireless communication applications. In this work, we look into possible methods and algorithms for combining these two tech- niques to take advantage of the benefits of both. In this thesis, we will consider methods that consider the limitations of practical solutions, which, to the best of our knowledge, are the first time to be considered in this context. We will present complexity reduction techniques for MIMO systems in cooperative systems. Furthermore, we will present architectures for flexible and configurable MIMO detectors. These architectures could support a range of data rates, modulation orders and numbers of antennas, and therefore, are crucial in the different nodes of cooperative systems. The breadth-first search employed in our realization presents a large opportunity to exploit the parallelism of the FPGA in order to achieve high data rates. Algorithmic modifications to address potential sequential bottlenecks in the traditional bread-first search-based SD are highlighted in the thesis. We will present a novel Cooperative Partial Detection (CPD) approach in MIMO relay channels, where instead of applying the conventional full detection in the relay, the relay performs a partial detection and forwards the detected parts of the message to the destination. We will demonstrate how this approach leads to controlling the complexity in the relay and helping it choose how much it is willing to cooperate based on its available resources. We will discuss the complexity implications of this method, and more importantly, present hardware verification and over-the-air experimentation of CPD using the Wireless Open-access Research Platform (WARP).en_US
dc.description.sponsorshipNSF grants EIA-0321266, CCF-0541363, CNS-0551692, CNS-0619767, EECS-0925942, and CNS-0923479, Nokia, Xilinx, Nokia Siemens Networks, Texas Instruments, and Azimuth Systems.en_US
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationAmiri, Kiarash. "Cooperative Partial Detection for MIMO Relay Networks." (2011) Rice University: <a href="https://hdl.handle.net/1911/61413">https://hdl.handle.net/1911/61413</a>.en_US
dc.identifier.urihttps://hdl.handle.net/1911/61413en_US
dc.language.isoengen_US
dc.publisherRice Universityen_US
dc.rightsCopyright is held by the authoren_US
dc.subjectWireless MIMO cooperative networks relay architectureen_US
dc.titleCooperative Partial Detection for MIMO Relay Networksen_US
dc.type.dcmiTexten_US
dc.type.genreThesisen_US
thesis.degree.departmentComputer Scienceen_US
thesis.degree.disciplineEngineeringen_US
thesis.degree.grantorRice Universityen_US
thesis.degree.levelDoctoralen_US
thesis.degree.nameDoctor of Philosophyen_US
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Kia_PhD_Thesis_Nov_7_3.pdf
Size:
6.92 MB
Format:
Adobe Portable Document Format
Description:
PhD Thesis, Kiarash Amiri
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.79 KB
Format:
Item-specific license agreed upon to submission
Description:
Download
Collections
Rice Graduate Student Collection
ECE Theses and Dissertations