The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes]
Тип публикации: Journal Article
Дата публикации: 2021-01-01
scimago Q1
wos Q1
white level БС1
SJR: 2.685
CiteScore: 20.5
Impact factor: 9.6
ISSN: 10535888, 15580792
Electrical and Electronic Engineering
Applied Mathematics
Signal Processing
Краткое описание
Many of the systems in various signal processing applications are nonlinear due to, for example, hardware impairments, such as nonlinear amplifiers and finite-resolution quantization. The Bussgang decomposition is a popular tool used when analyzing the performance of systems that involve such nonlinear components. In a nutshell, the decomposition provides an exact probabilistic relationship between the output and the input of a nonlinearity: the output is equal to a scaled version of the input plus uncorrelated distortion. The decomposition can be used to compute either exact performance results or lower bounds, where the uncorrelated distortion is treated as independent noise. This lecture note explains the basic theory, provides key examples, extends the theory to complex-valued vector signals, and clarifies some potential misconceptions.
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Demir O. et al. The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes] // IEEE Signal Processing Magazine. 2021. Vol. 38. No. 1. pp. 131-136.
ГОСТ со всеми авторами (до 50)
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Demir O., Bjornson E. The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes] // IEEE Signal Processing Magazine. 2021. Vol. 38. No. 1. pp. 131-136.
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TY - JOUR
DO - 10.1109/msp.2020.3025538
UR - https://doi.org/10.1109/msp.2020.3025538
TI - The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes]
T2 - IEEE Signal Processing Magazine
AU - Demir, Ozlem
AU - Bjornson, Emil
PY - 2021
DA - 2021/01/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 131-136
IS - 1
VL - 38
SN - 1053-5888
SN - 1558-0792
ER -
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@article{2021_Demir,
author = {Ozlem Demir and Emil Bjornson},
title = {The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes]},
journal = {IEEE Signal Processing Magazine},
year = {2021},
volume = {38},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {jan},
url = {https://doi.org/10.1109/msp.2020.3025538},
number = {1},
pages = {131--136},
doi = {10.1109/msp.2020.3025538}
}
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MLA
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Demir, Ozlem, et al. “The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes].” IEEE Signal Processing Magazine, vol. 38, no. 1, Jan. 2021, pp. 131-136. https://doi.org/10.1109/msp.2020.3025538.
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