Research Catalog

Title

Iterative detection : adaptivity, complexity reduction, and applications / Keith M. Chugg, Achilleas Anastasopoulos, Xiaopeng Chen.

Author

Chugg, Keith M.

Publication

Boston, Mass. : Kluwer Academic Publishers, [2001], ©2001.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Anastasopoulos, Achilleas.
• Chen, Xiaopeng.

Description

xxvii, 359 pages : illustrations; 25 cm.

Series Statement

The Kluwer international series in engineering and computer science ; SECS 602

Uniform Title

Kluwer international series in engineering and computer science ; SECS 602.

Subject

• Signal detection
• Iterative methods (Mathematics)
• Signal processing > Mathematics
• Coding theory

Bibliography (note)

• Includes bibliographical references (p. [341]-355) and index.

Contents

• 1. Overview of Non-Iterative Detection. 1.1. Decision Theory Framework. 1.2. MAP Symbol and Sequence Detection. 1.3. Data Detection for an FSM in Noise. 1.4. Performance Bounds Based on Pairwise Error Probability. 1.5. Chapter Summary. 1.6. Problems -- 2. Principles of Iterative Detection. 2.1. Optimal Detection in Concatenated Systems. 2.2. The Marginal Soft-Inverse of a System. 2.3. Iterative Detection Conventions. 2.4. Iterative Detection Examples. 2.5. Finite State Machines SISOs. 2.6. Message Passing on Graphical Models. 2.7. On the Non-uniqueness of an Iterative Detector. 2.8. Summary and Open Problems. 2.9. Problems -- 3. Iterative Detection for Complexity Reduction. 3.1. Complexity Reduction Tools. 3.2. Modified Iterative Detection Rules. 3.3. A Reduced-State SISO with Self-Interaction. 3.4. A SISO Algorithm for Sparse ISI Channels. 3.5. Summary and Open Problems. 3.6. Problems -- 4. Adaptive Iterative Detection.
• 4.1. Exact Soft Inverses - Optimal Algorithms. 4.2. Approximate Soft Inverses - Adaptive SISO Algorithms. 4.3. TCM in Interleaved Frequency-Selective Fading Channels. 4.4. Concatenated Convolutional Codes with Carrier Phase Tracking. 4.5. Summary and Open Problems. 4.6. Problems -- 5. Applications in Two Dimensional Systems. 5.1. Two Dimensional Detection Problem. 5.2. Performance Bounds for Optimal 2D Detection. 5.3. Iterative 2D Data Detection Algorithms. 5.4. Data Detection in POM Systems. 5.5. Digital Image Halftoning. 5.6. Summary and Open Problems. 5.7. Problems -- 6. Implementation Issues: A Turbo Decoder Design Case Study. 6.1. Quantization Effects and Bitwidth Analysis. 6.2. Initialization of State Metrics. 6.3. Interleaver Design and State Metric Memory. 6.4. Determination of Clock Cycle Time and Throughput. 6.5. Advanced Design Methods. 6.6. Problems.

ISBN

0792372778 (alk. paper)

LCCN

00052570

OCLC

• ocm45247353
• SCSB-4122473

Owning Institutions

Columbia University Libraries