Identifier
etd-11112014-192530
Degree
Doctor of Philosophy (PhD)
Department
Electrical and Computer Engineering
Document Type
Dissertation
Abstract
The applications of wireless communications and digital signal processing have dramatically changed the way we live, work, and learn over decades. The requirement of higher throughput and ubiquitous connectivity for wireless communication systems has become prevalent nowadays. Signal sensing, detection and estimation have been prevalent in signal processing and communications for many years. The relevant studies deal with the processing of information-bearing signals for the purpose of information extraction. Nevertheless, new robust and efficient signal sensing, detection and estimation techniques are still in demand since there emerge more and more practical applications which rely on them. In this dissertation work, we proposed several novel signal sensing, detection and estimation schemes for wireless communications applications, such as spectrum sensing, symbol-detection/channel-estimation, and encoder identification. The associated theories and practice in robustness, computational complexity, and overall system performance evaluation are also provided.
Date
2014
Document Availability at the Time of Submission
Secure the entire work for patent and/or proprietary purposes for a period of one year. Student has submitted appropriate documentation which states: During this period the copyright owner also agrees not to exercise her/his ownership rights, including public use in works, without prior authorization from LSU. At the end of the one year period, either we or LSU may request an automatic extension for one additional year. At the end of the one year secure period (or its extension, if such is requested), the work will be released for access worldwide.
Recommended Citation
Zhang, Hongting, "Advanced Statistical Signal Processing Methods in Sensing, Detection, and Estimation for Communication Applications" (2014). LSU Doctoral Dissertations. 1845.
https://repository.lsu.edu/gradschool_dissertations/1845
Committee Chair
Wu, Hsiao-Chun
DOI
10.31390/gradschool_dissertations.1845