The comparative analysis of blind identification methods of systems and signals
DOI:
https://doi.org/10.20535/RADAP.2011.45.58-65Keywords:
MIMO (SIMO) – system, blind identification, method of the maximum likelihood, method of mutual ratio, method channel subspaceAbstract
In work the comparative analysis of blind identification methods of MIMO (SIMO) - systems which is new technology of digital processing of signals is presented. This technology is used in the conditions of incomplete definiteness of parameters of object of identification. The basic method for the decision of the given problems is the method of the maximum likelihood, the method of mutual ratio is most effective under condition of the big ratio a signal/noise, and a method channel subspace for small dimensions of sample yields results which practically coincide with a method of mutual ratio, and a method channel subspace for small dimensions of sample yields results which practically coincide with a method of mutual ratio
References
Сизиков В. С. Устойчивые методы обработки результатов измерений. / В. С. Сизиков — СПб.: "СпецЛит", 1999;
Льюнг Л. Идентификация систем. Теория для пользователя. / Л. Льюнг М.: Наука, 1991. – 432 с.;
Ватульян А. О. Математические модели и обратные задачи. / А. О. Ватульян // Соровский образовательный журнал, 1998, № 11, С. 143 – 148;
Пьезорезонансные механотроны в измерениях параметров сердечно-сосудистой системы человека / Ф.Ф. Колпаков,С. К. Пидченко, А.А. Таранчук, А.Е. Опольская // Радіоелектронні та комп’ютерні системи. – Х. : ХАІ, 2009. - № 2 (36). – С. 60-70
Cichocki A. Adaptive blind signal and image processing / A. Cichocki, S. Amari - John Wiley & Sons Ltd., – 2002. – 587 с.;
Abed-Meriam K. Blind System Identification / K. Abed-Meriam, W. Hua, Y. Qiu. // IEEE Proceeding. – 1997. – vol. – 85, Р. 1308-1322;
Common P. Independent component analysis: a new concept? / P. Common // Signal Processing. – 1994. - vol. SP 36. - Р. 287-314;
Горячкин О.В. Слепое восстановление изображений радиолокационных станций с синтезированной апертурой / О.В. Горячкин // Компьютерная оптика. – 2003. - № 25. – С. 168-174;
Слепая обработка векторных сигналов в полиномиальной интерпретации / О. В. Горячкин // Управление и моделирование. – 2003. - С. 105-114;
Горячкин О.В. Многообразия постоянных парных корреляций и их применения в задаче слепой обработке широкополосных сигналов / О. В. Горячкин // Успехи современной радиоэлектроники. – 2003. - № 10. - С. 72-76;
Прокис Дж. Цифровая связь. Пер. с англ. / Дж. Прокис [под ред. Д.Д. Кловского]. – М.: Радио и связь, 2000. - 800 с.;
Gaubitch N. D. The Complex Multichannel LMS For Adaptive Blind System Identification / N. D. Gaubitch, P.A. Naylor // IWAENC - 2006 – Paris – Septmber 12 - 14.;
Гантмахер Ф.Р. Теория матриц. / Ф.Р. Гантмахер - М.: Наука, 1966. – 576 с.;
Guanghan Xu,. A Least-Squares Approach to Blind Channel Identification /
Xu Guanghan, Hui Liu, Lang Tong, Khailath Thomas // IEEE Transactions Of Signal Processing. - Vol. 43. - Р. 2982-2992.
Downloads
How to Cite
Issue
Section
License
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
