A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns

Tiancheng Li; Javier Prieto; Juan M. Corchado

doi:10.1109/ICUWB.2016.7790515

A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns

Tiancheng Li
, Javier Prieto
, Juan M. Corchado

Universidad de Salamanca
R and D Department

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Since the landmark work of the Kalman filter in the 1960s, considerable effort has been devoted to a variety of novel filters for nonlinear estimation. Among them, the class of nonlinear Gaussian filters plays a key role. This paper briefly revisits the state-of-the-art developments, highlights a part of interesting and new findings and raises some of our concerns.

Original language	English
Title of host publication	2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509013173
DOIs	https://doi.org/10.1109/ICUWB.2016.7790515
State	Published - 16 Dec 2016
Externally published	Yes
Event	16th IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016 - Nanjing, China Duration: 16 Oct 2016 → 19 Oct 2016

Publication series

Name	2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016

Conference

Conference	16th IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016
Country/Territory	China
City	Nanjing
Period	16/10/16 → 19/10/16

Access to Document

10.1109/ICUWB.2016.7790515

Cite this

Li, T., Prieto, J., & Corchado, J. M. (2016). A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns. In 2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016 Article 7790515 (2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICUWB.2016.7790515

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title = "A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns",

abstract = "Since the landmark work of the Kalman filter in the 1960s, considerable effort has been devoted to a variety of novel filters for nonlinear estimation. Among them, the class of nonlinear Gaussian filters plays a key role. This paper briefly revisits the state-of-the-art developments, highlights a part of interesting and new findings and raises some of our concerns.",

author = "Tiancheng Li and Javier Prieto and Corchado, \{Juan M.\}",

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year = "2016",

month = dec,

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doi = "10.1109/ICUWB.2016.7790515",

language = "英语",

series = "2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016",

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booktitle = "2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016",

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Li, T, Prieto, J & Corchado, JM 2016, A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns. in 2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016., 7790515, 2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016, Institute of Electrical and Electronics Engineers Inc., 16th IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016, Nanjing, China, 16/10/16. https://doi.org/10.1109/ICUWB.2016.7790515

A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns. / Li, Tiancheng; Prieto, Javier; Corchado, Juan M.
2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016. Institute of Electrical and Electronics Engineers Inc., 2016. 7790515 (2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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PY - 2016/12/16

Y1 - 2016/12/16

N2 - Since the landmark work of the Kalman filter in the 1960s, considerable effort has been devoted to a variety of novel filters for nonlinear estimation. Among them, the class of nonlinear Gaussian filters plays a key role. This paper briefly revisits the state-of-the-art developments, highlights a part of interesting and new findings and raises some of our concerns.

AB - Since the landmark work of the Kalman filter in the 1960s, considerable effort has been devoted to a variety of novel filters for nonlinear estimation. Among them, the class of nonlinear Gaussian filters plays a key role. This paper briefly revisits the state-of-the-art developments, highlights a part of interesting and new findings and raises some of our concerns.

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Li T, Prieto J, Corchado JM. A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns. In 2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016. Institute of Electrical and Electronics Engineers Inc. 2016. 7790515. (2016 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2016). doi: 10.1109/ICUWB.2016.7790515

A short revisit of nonlinear Gaussian filters: State-of-the-art and some concerns

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