Doctoral Dissertations

Alternative Title

Low complexity soft decision feedback turbo equalization for multilevel modulations

Author

Huang Lou

Keywords and Phrases

Extrinsic information chart; Minimum mean-square error

Abstract

"This dissertation proposes two new decision feedback equalization schemes suitable for multilevel modulation systems employing turbo equalization. One is soft-decision feedback equalization (SDFE) that takes into account the reliability of both soft a priori information and soft decisions of the data symbols. The proposed SDFE exhibits lower signal to noise ratio (SNR) threshold that is required for "water fall" bit error rate (BER) and much faster convergence than the near-optimal exact minimum mean square error linear equalizer (Exact-MMSE-LE) for high-order constellation modulations. The proposed SDFE also offers a low computational complexity compared to the Exact-MMSE-LE. The drawback of the SDFE is that its coefficients cannot reach the matched filter bound (MFB) and therefore after a large number of iterations (e.g. 10), its performance becomes inferior to that of the Exact-MMSE-LE. Therefore, soft feedback intersymbol interference (ISI) canceller-based (SIC) structure is investigated. The SIC structure not only exhibits the same low complexity, low SNR threshold and fast convergence as the SDFE but also reaches the MFB after a large number of iterations. Both theoretical analysis and numerical simulations demonstrate why the SIC achieves MFB while the SDFE cannot. These two turbo equalization structures are also extended from single-input single-output (SISO) systems to multiple-input multiple-output (MIMO) systems and applied in high data-rate underwater acoustic (UWA) communications"--Abstract, page iv.

Advisor(s)

Xiao, Chengshan

Committee Member(s)

Kosbar, Kurt Louis
Grant, Steven L.
Liu, Xiaoqing Frank
Sedigh, Sahra

Department(s)

Electrical and Computer Engineering

Degree Name

Ph. D. in Electrical Engineering

Publisher

Missouri University of Science and Technology

Publication Date

Spring 2012

Journal article titles appearing in thesis/dissertation

  • Soft-decision feedback turbo equalization for multi-level modulations
  • Soft feedback ISI canceller-based turbo equalization for multilevel modulations
  • Low complexity soft-decision feedback turbo equalization for MIMO systems with multilevel modulations
  • Soft feedback turbo equalization for underwater acoustic communications
  • On the soft-decision feedback turbo equalization for underwater acoustic communications

Pagination

xiii, 132 pages

Note about bibliography

Includes bibliographical references.

Rights

© 2012 Huang Lou, All rights reserved.

Document Type

Dissertation - Open Access

File Type

text

Language

English

Library of Congress Subject Headings

Data transmission systems
Equalizers (Electronics)
Feedback control systems
MIMO systems

Thesis Number

T 10005

Print OCLC #

815681779

Electronic OCLC #

773833535

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