File:Kalman filtering approach to blind equalization (IA kalmfilteringppr1094539708).pdf
Original file (1,275 × 1,650 pixels, file size: 2.13 MB, MIME type: application/pdf, 80 pages)
Captions
Captions
Summary[edit]
Kalman filtering approach to blind equalization
(   ) |
|
|---|---|
| Author |
Kutlu, Mehmet |
| Title |
Kalman filtering approach to blind equalization |
| Publisher |
Monterey, California. Naval Postgraduate School |
| Description |
Digital communication systems suffer from the channel distortion problem which introduces errors due to intersymbol interference. The solution to this problem is provided by equalizers which use a training sequence to adapt to the channel. However in many cases in which a training sequence is unfeasible, the channel must be adapted blindly. Most of the blind equalization algorithms known so far have problems of convergence to local minima. Our intention is to offer an alternative approach by using extended Kalman filtering and hidden Markov models. They seem to yield more efficient algorithms which take the statistics of the transmitted sequence into consideration. The theoretical development of these new algorithms is discussed in this thesis. Also these algorithms have been simulated under different conditions. The results of simulations and comparisons with existing systems are provided. The models for simulations are presented as MATLAB codes. Subjects: Communications; Digital signal processing; Equaliztion; Kalman filters; Markov models |
| Language | English |
| Publication date | December 1993 |
| Current location |
IA Collections: navalpostgraduateschoollibrary; fedlink |
| Accession number |
kalmfilteringppr1094539708 |
| Source | |
| Permission (Reusing this file) |
Copyright is reserved by the copyright owner |
Licensing[edit]
|
This work is in the public domain in the United States because it is a work prepared by an officer or employee of the United States Government as part of that person’s official duties under the terms of Title 17, Chapter 1, Section 105 of the US Code.
Note: This only applies to original works of the Federal Government and not to the work of any individual U.S. state, territory, commonwealth, county, municipality, or any other subdivision. This template also does not apply to postage stamp designs published by the United States Postal Service since 1978. (See § 313.6(C)(1) of Compendium of U.S. Copyright Office Practices). It also does not apply to certain US coins; see The US Mint Terms of Use.
|
 |
| This file has been identified as being free of known restrictions under copyright law, including all related and neighboring rights. | ||
File history
Click on a date/time to view the file as it appeared at that time.
| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 12:44, 22 July 2020 |  | 1,275 × 1,650, 80 pages (2.13 MB) | Fæ (talk | contribs) | FEDLINK - United States Federal Collection kalmfilteringppr1094539708 (User talk:Fæ/IA books#Fork8) (batch 1993-2020 #20449) |
You cannot overwrite this file.
File usage on Commons
The following page uses this file: