Robust optimal control technology for multimedia signal processing applications

En Chih Chang; Shu Chuan Chu; Vaci Istanda; Tien Wen Sung; Yen Ming Tseng; Rong Ching Wu

doi:10.1007/978-3-319-63856-0_11

Robust optimal control technology for multimedia signal processing applications

En Chih Chang, Shu Chuan Chu, Vaci Istanda, Tien Wen Sung, Yen Ming Tseng, Rong Ching Wu

College of Science and Engineering

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

Abstract

This paper develops a robust optimal control technology for multimedia signal processing (MSP) applications. The proposed control technology combines the advantages of nonsingular finite-time convergence sliding mode control (NFTCSMC) and genetic algorithm (GA). The NFTCSMC has finite system state convergence time including nonsingular merit unlike infinite-time exponential convergence of classic sliding mode control, but the chattering still occur under a highly uncertain disturbance. For multimedia signal processing applications, the chattering causes high voltage harmonics and inaccurate tracking control. To enhance the performance of multimedia signal processing, the GA is well adopted to tune the control gains of the NFTCSMC so that the chattering can be removed. Experimental results are given to conform that the proposed control technology can lead to high-quality AC output voltage and fast transient response. Because the proposed control technology is easier to realize than prior technologies and gives high tracking accuracy and low computational complexity algorithm, this paper will be of interest to designer of related MSP applications.

Original language	English
Title of host publication	Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,
Subtitle of host publication	Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, August, 12-15, 2017, Matsue, Shimane, Japan, Part 1
Editors	Jeng-Shyang Pan, Pei-Wei Tsai, Junzo Watada, Lakhmi C. Jain
Place of Publication	Cham, Switzerland
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	82-88
Number of pages	7
ISBN (Electronic)	9783319638560
ISBN (Print)	9783319638553
DOIs	https://doi.org/10.1007/978-3-319-63856-0_11
Publication status	Published - 2018
Event	13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017 - Matsue, Shimane, Japan Duration: 12 Aug 2017 → 15 Aug 2017 Conference number: 13

Publication series

Name	Smart Innovation, Systems and Technologies
Volume	81
ISSN (Print)	2190-3018
ISSN (Electronic)	2190-3026

Conference

Conference	13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017
Country/Territory	Japan
City	Matsue, Shimane
Period	12/08/17 → 15/08/17

Keywords

Chattering
Genetic algorithm (GA)
Multimedia signal processing (MSP)
Nonsingular finite-time convergence sliding mode control (NFTCSMC)
Voltage harmonics

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Chang, E. C., Chu, S. C., Istanda, V., Sung, T. W., Tseng, Y. M., & Wu, R. C. (2018). Robust optimal control technology for multimedia signal processing applications. In J.-S. Pan, P.-W. Tsai, J. Watada, & L. C. Jain (Eds.), Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,: Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, August, 12-15, 2017, Matsue, Shimane, Japan, Part 1 (pp. 82-88). (Smart Innovation, Systems and Technologies; Vol. 81). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-319-63856-0_11

Chang, En Chih ; Chu, Shu Chuan ; Istanda, Vaci et al. / Robust optimal control technology for multimedia signal processing applications. Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,: Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, August, 12-15, 2017, Matsue, Shimane, Japan, Part 1. editor / Jeng-Shyang Pan ; Pei-Wei Tsai ; Junzo Watada ; Lakhmi C. Jain. Cham, Switzerland : Springer Science and Business Media Deutschland GmbH, 2018. pp. 82-88 (Smart Innovation, Systems and Technologies).

@inproceedings{f9a228f7f9e149778692d775b92993e7,

title = "Robust optimal control technology for multimedia signal processing applications",

abstract = "This paper develops a robust optimal control technology for multimedia signal processing (MSP) applications. The proposed control technology combines the advantages of nonsingular finite-time convergence sliding mode control (NFTCSMC) and genetic algorithm (GA). The NFTCSMC has finite system state convergence time including nonsingular merit unlike infinite-time exponential convergence of classic sliding mode control, but the chattering still occur under a highly uncertain disturbance. For multimedia signal processing applications, the chattering causes high voltage harmonics and inaccurate tracking control. To enhance the performance of multimedia signal processing, the GA is well adopted to tune the control gains of the NFTCSMC so that the chattering can be removed. Experimental results are given to conform that the proposed control technology can lead to high-quality AC output voltage and fast transient response. Because the proposed control technology is easier to realize than prior technologies and gives high tracking accuracy and low computational complexity algorithm, this paper will be of interest to designer of related MSP applications.",

keywords = "Chattering, Genetic algorithm (GA), Multimedia signal processing (MSP), Nonsingular finite-time convergence sliding mode control (NFTCSMC), Voltage harmonics",

author = "Chang, {En Chih} and Chu, {Shu Chuan} and Vaci Istanda and Sung, {Tien Wen} and Tseng, {Yen Ming} and Wu, {Rong Ching}",

year = "2018",

doi = "10.1007/978-3-319-63856-0_11",

language = "English",

isbn = "9783319638553",

series = "Smart Innovation, Systems and Technologies",

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pages = "82--88",

editor = "Jeng-Shyang Pan and Pei-Wei Tsai and Junzo Watada and Jain, {Lakhmi C.}",

booktitle = "Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,",

note = "13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017 ; Conference date: 12-08-2017 Through 15-08-2017",

}

Chang, EC, Chu, SC, Istanda, V, Sung, TW, Tseng, YM & Wu, RC 2018, Robust optimal control technology for multimedia signal processing applications. in J-S Pan, P-W Tsai, J Watada & LC Jain (eds), Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,: Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, August, 12-15, 2017, Matsue, Shimane, Japan, Part 1. Smart Innovation, Systems and Technologies, vol. 81, Springer Science and Business Media Deutschland GmbH, Cham, Switzerland, pp. 82-88, 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017, Matsue, Shimane, Japan, 12/08/17. https://doi.org/10.1007/978-3-319-63856-0_11

Robust optimal control technology for multimedia signal processing applications. / Chang, En Chih; Chu, Shu Chuan; Istanda, Vaci et al.
Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,: Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, August, 12-15, 2017, Matsue, Shimane, Japan, Part 1. ed. / Jeng-Shyang Pan; Pei-Wei Tsai; Junzo Watada; Lakhmi C. Jain. Cham, Switzerland: Springer Science and Business Media Deutschland GmbH, 2018. p. 82-88 (Smart Innovation, Systems and Technologies; Vol. 81).

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

TY - GEN

T1 - Robust optimal control technology for multimedia signal processing applications

AU - Chang, En Chih

AU - Chu, Shu Chuan

AU - Istanda, Vaci

AU - Sung, Tien Wen

AU - Tseng, Yen Ming

AU - Wu, Rong Ching

N1 - Conference code: 13

PY - 2018

Y1 - 2018

N2 - This paper develops a robust optimal control technology for multimedia signal processing (MSP) applications. The proposed control technology combines the advantages of nonsingular finite-time convergence sliding mode control (NFTCSMC) and genetic algorithm (GA). The NFTCSMC has finite system state convergence time including nonsingular merit unlike infinite-time exponential convergence of classic sliding mode control, but the chattering still occur under a highly uncertain disturbance. For multimedia signal processing applications, the chattering causes high voltage harmonics and inaccurate tracking control. To enhance the performance of multimedia signal processing, the GA is well adopted to tune the control gains of the NFTCSMC so that the chattering can be removed. Experimental results are given to conform that the proposed control technology can lead to high-quality AC output voltage and fast transient response. Because the proposed control technology is easier to realize than prior technologies and gives high tracking accuracy and low computational complexity algorithm, this paper will be of interest to designer of related MSP applications.

AB - This paper develops a robust optimal control technology for multimedia signal processing (MSP) applications. The proposed control technology combines the advantages of nonsingular finite-time convergence sliding mode control (NFTCSMC) and genetic algorithm (GA). The NFTCSMC has finite system state convergence time including nonsingular merit unlike infinite-time exponential convergence of classic sliding mode control, but the chattering still occur under a highly uncertain disturbance. For multimedia signal processing applications, the chattering causes high voltage harmonics and inaccurate tracking control. To enhance the performance of multimedia signal processing, the GA is well adopted to tune the control gains of the NFTCSMC so that the chattering can be removed. Experimental results are given to conform that the proposed control technology can lead to high-quality AC output voltage and fast transient response. Because the proposed control technology is easier to realize than prior technologies and gives high tracking accuracy and low computational complexity algorithm, this paper will be of interest to designer of related MSP applications.

KW - Chattering

KW - Genetic algorithm (GA)

KW - Multimedia signal processing (MSP)

KW - Nonsingular finite-time convergence sliding mode control (NFTCSMC)

KW - Voltage harmonics

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U2 - 10.1007/978-3-319-63856-0_11

DO - 10.1007/978-3-319-63856-0_11

M3 - Conference contribution

SN - 9783319638553

T3 - Smart Innovation, Systems and Technologies

SP - 82

EP - 88

BT - Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,

A2 - Pan, Jeng-Shyang

A2 - Tsai, Pei-Wei

A2 - Watada, Junzo

A2 - Jain, Lakhmi C.

PB - Springer Science and Business Media Deutschland GmbH

CY - Cham, Switzerland

T2 - 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017

Y2 - 12 August 2017 through 15 August 2017

ER -

Chang EC, Chu SC, Istanda V, Sung TW, Tseng YM, Wu RC. Robust optimal control technology for multimedia signal processing applications. In Pan JS, Tsai PW, Watada J, Jain LC, editors, Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,: Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, August, 12-15, 2017, Matsue, Shimane, Japan, Part 1. Cham, Switzerland: Springer Science and Business Media Deutschland GmbH. 2018. p. 82-88. (Smart Innovation, Systems and Technologies). doi: 10.1007/978-3-319-63856-0_11

Robust optimal control technology for multimedia signal processing applications

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Keywords

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