Adaptive output feedback formation tracking for a class of multiagent systems with quantized input signals

Jing-lin HU; Xiu-xia SUN; Lei HE; Ri LIU; Xiong-feng DENG

doi:10.1631/FITEE.1601801

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Adaptive output feedback formation tracking for a class of multiagent systems with quantized input signals

Regular Papers | Updated：2022-05-19

- Adaptive output feedback formation tracking for a class of multiagent systems with quantized input signals
- 考虑量化输入信号的多智能体系统自适应输出反馈编队跟踪控制
- Frontiers of Information Technology & Electronic Engineering Vol. 19, Issue 9, Pages: 1086-1097(2018)
- Affiliations：
  
  Equipment Management and UAV Engineering College, Air Force Engineering University, Xi'an 710038, China
- Author bio：
  
  [ "Jing-lin HU, E-mail: hujinglineee@163.com" ]
- Funds：
- DOI：10.1631/FITEE.1601801
  CLC： TP273
- Received：11 December 2016，
  
  Revised：2018-;9-;9，
  
  Published：2018-09
- Accepted：
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Jing-lin HU, Xiu-xia SUN, Lei HE, et al. Adaptive output feedback formation tracking for a class of multiagent systems with quantized input signals[J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19(9): 1086-1097.
DOI：

Jing-lin HU, Xiu-xia SUN, Lei HE, et al. Adaptive output feedback formation tracking for a class of multiagent systems with quantized input signals[J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19(9): 1086-1097. DOI： 10.1631/FITEE.1601801.

摘要

针对带有不确定性和量化输入信号的多智能体系统的编队跟踪控制问题，提出一种自适应输出反馈控制方法。利用非线性模型描述智能体系统，其中包含未知参数和不可测状态。建立一个高增益状态观测器以估测系统不可测状态。在高增益观测器和迟滞量化器基础上，设计自适应输出反馈控制方法，并确定控制系统的参数设置方法。稳定性分析证明该控制方法能使多智能体系统跟踪参考航迹并保持编队队形。同时，闭环系统中的所有信号均能保持有界。最后，仿真实验表明该控制方法的有效性。

Abstract

A novel adaptive output feedback control approach is presented for formation tracking of a multiagent system with uncertainties and quantized input signals. The agents are described by nonlinear dynamics models with unknown parameters and immeasurable states. A high-gain dynamic state observer is established to estimate the immeasurable states. With a proper design parameter choice

an adaptive output feedback control method is developed employing a hysteretic quantizer and the designed dynamic state observer. Stability analysis shows that the control strategy can guarantee that the agents can maintain the formation shape while tracking the reference trajectory. In addition

all the signals in the closed-loop system are bounded. The effectiveness of the control strategy is validated by simulation.

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references

J Bae , , , Y Kim . . Adaptive controller design for spacecraft formation flying using sliding mode controller and neural networks . . J Franklin Inst , , 2012 . . 349 ( ( 2 ): ): 578 - - 603 . . DOI: 10.1016/j.jfranklin.2011.08.009 http://doi.org/10.1016/j.jfranklin.2011.08.009 . .

L Briñón-Arranz , , , A Seuret , , , C Canudas-de-Wit . . Cooperative control design for time-varying formations of multi-agent systems . . IEEE Trans Autom Contr , , 2014 . . 59 ( ( 8 ): ): 2283 - - 2288 . . DOI: 10.1109/TAC.2014.2303213 http://doi.org/10.1109/TAC.2014.2303213 . .

JJ Fu , , , JZ Wang . . Adaptive coordinated tracking of multi-agent systems with quantized information . . Syst Contr Lett , , 2014 . . 74 115 - - 125 . . DOI: 10.1016/j.sysconle.2014.08.009 http://doi.org/10.1016/j.sysconle.2014.08.009 . .

T Hayakawa , , , H Ishii , , , K Tsumura . . Adaptive quantized control for nonlinear uncertain systems . . Syst Contr Lett , , 2009 . . 58 ( ( 9 ): ): 625 - - 632 . . DOI: 10.1016/j.sysconle.2008.12.007 http://doi.org/10.1016/j.sysconle.2008.12.007 . .

L He , , , XX Sun , , , Y Lin . . Distributed adaptive control for time-varying formation tracking of a class of networked nonlinear systems . . Int J Contr , , 2017 . . 90 ( ( 7 ): ): 1319 - - 1326 . . DOI: 10.1080/00207179.2016.1205757 http://doi.org/10.1080/00207179.2016.1205757 . .

WL He , , , B Zhang , , , QL Han , , , 等 . . Leader-following consensus of nonlinear multiagent systems with stochastic sampling . . IEEE Trans Cybern , , 2017 . . 47 ( ( 2 ): ): 327 - - 338 . . DOI: 10.1109/TCYB.2015.2514119 http://doi.org/10.1109/TCYB.2015.2514119 . .

ZP Jiang , , , TF Liu . . Quantized nonlinear control—a survey . . Acta Autom Sin , , 2013 . . 39 ( ( 11 ): ): 1820 - - 1830 . . DOI: 10.3724/SP.J.1004.2013.01820 http://doi.org/10.3724/SP.J.1004.2013.01820 . .

GQ Li , , , Y Lin , , , X Zhang . . Adaptive output feedback control for a class of nonlinear uncertain systems with quantized input signal . . Int J Rob Nonl Contr , , 2017 . . 27 ( ( 1 ): ): 169 - - 184 . . DOI: 10.1002/rnc.3569 http://doi.org/10.1002/rnc.3569 . .

JL Liu , , , N Elia . . Quantized feedback stabilization of non-linear affine systems . . Int J Contr , , 2004 . . 77 ( ( 3 ): ): 239 - - 249 . . DOI: 10.1080/00207170310001655336 http://doi.org/10.1080/00207170310001655336 . .

TF Liu , , , ZP Jiang , , , DJ Hill . . A sector bound approach to feedback control of nonlinear systems with state quantization . . Automatica , , 2012 . . 48 ( ( 1 ): ): 145 - - 152 . . DOI: 10.1016/j.automatica.2011.09.041 http://doi.org/10.1016/j.automatica.2011.09.041 . .

Y Liu , , , Y Jia . . Adaptive leader-following consensus control of multi-agent systems using model reference adaptive control approach . . IET Contr Theory Appl , , 2012 . . 6 ( ( 13 ): ): 2002 - - 2008 . . DOI: 10.1049/iet-cta.2011.0649 http://doi.org/10.1049/iet-cta.2011.0649 . .

YF Liu , , , Y Zhao , , , GR Chen . . Finite-time formation tracking control for multiple vehicles: a motion planning approach . . Int J Rob Nonl Contr , , 2016 . . 26 ( ( 14 ): ): 3130 - - 3149 . . DOI: 10.1002/rnc.3496 http://doi.org/10.1002/rnc.3496 . .

XQ Lu , , , YN Wang , , , JX Mao . . Nonlinear control for multi-agent formations with delays in noisy environments . . Acta Autom Sin , , 2014 . . 40 ( ( 12 ): ): 2959 - - 2967 . . DOI: 10.1016/S1874-1029(15)60001-5 http://doi.org/10.1016/S1874-1029(15)60001-5 . .

A Mahmood , , , Y Kim . . Leader-following formation control of quadcopters with heading synchronization . . Aerosp Sci Technol , , 2015 . . 47 68 - - 74 . . DOI: 10.1016/j.ast.2015.09.009 http://doi.org/10.1016/j.ast.2015.09.009 . .

L Praly , , , ZP Jiang . . Linear output feedback with dynamic high gain for nonlinear systems . . Syst Contr Lett , , 2004 . . 53 ( ( 2 ): ): 107 - - 116 . . DOI: 10.1016/j.sysconle.2004.02.025 http://doi.org/10.1016/j.sysconle.2004.02.025 . .

H Rezaee , , , F Abdollahi . . A decentralized cooperative control scheme with obstacle avoidance for a team of mobile robots . . IEEE Trans Ind Electron , , 2014 . . 61 ( ( 1 ): ): 347 - - 354 . . DOI: 10.1109/TIE.2013.2245612 http://doi.org/10.1109/TIE.2013.2245612 . .

Y Wan , , , GH Wen , , , JD Cao , , , 等 . . Distributed node-to-node consensus of multi-agent systems with stochastic sampling . . Int J Rob Nonl Contr , , 2016 . . 26 ( ( 1 ): ): 110 - - 124 . . DOI: 10.1002/rnc.3302 http://doi.org/10.1002/rnc.3302 . .

Y Wan , , , JD Cao , , , GH Wen . . Quantized synchronization of chaotic neural networks with scheduled output feedback control . . IEEE Trans Neur Netw Learn Syst , , 2017 . . 28 ( ( 11 ): ): 2638 - - 2647 . . DOI: 10.1109/TNNLS.2016.2598730 http://doi.org/10.1109/TNNLS.2016.2598730 . .

GH Wen , , , WW Yu , , , GQ Hu , , , 等 . . Pinning synchronization of directed networks with switching topologies: a multiple Lyapunov functions approach . . IEEE Trans Neur Netw Learn Syst , , 2015 . . 26 ( ( 12 ): ): 3239 - - 3250 . . DOI: 10.1109/TNNLS.2015.2443064 http://doi.org/10.1109/TNNLS.2015.2443064 . .

Y Zhao , , , YF Liu , , , ZS Duan , , , 等 . . Distributed average computation for multiple time-varying signals with output measurements . . Int J Rob Nonl Contr , , 2016a . . 26 ( ( 13 ): ): 2899 - - 2915 . . DOI: 10.1002/rnc.3486 http://doi.org/10.1002/rnc.3486 . .

Y Zhao , , , ZS Duan , , , GH Wen , , , 等 . . Distributed finite-time tracking of multiple non-identical second-order nonlinear systems with settling time estimation . . Automatica , , 2016b . . 64 86 - - 93 . . DOI: 10.1016/j.automatica.2015.11.005 http://doi.org/10.1016/j.automatica.2015.11.005 . .

Y Zhao , , , YF Liu , , , ZK Li , , , 等 . . Distributed average tracking for multiple signals generated by linear dynamical systems: an edge-based framework . . Automatica , , 2017 . . 75 158 - - 166 . . DOI: 10.1016/j.automatica.2016.09.005 http://doi.org/10.1016/j.automatica.2016.09.005 . .

J Zhou , , , CY Wen , , , GH Yang . . Adaptive backstepping stabilization of nonlinear uncertain systems with quantized input signal . . IEEE Trans Autom Contr , , 2014 . . 59 ( ( 2 ): ): 460 - - 464 . . DOI: 10.1109/TAC.2013.2270870 http://doi.org/10.1109/TAC.2013.2270870 . .

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