Static Output Feedback Sliding Mode Control for Nonlinear Systems with Delay

Size: px
Start display at page:

Download "Static Output Feedback Sliding Mode Control for Nonlinear Systems with Delay"

Transcription

1 AMSE JOURNALS 04-Series: Avances C; Vol. 69; N ; pp 8-38 Submie July 03; Revise April 5, 04; Accepe May, 04 Saic Oupu Feeback Sliing Moe Conrol for Nonlinear Sysems wih Delay H. Yao, F. Yuan School of Mahemaics an Saisics, Anyang Normal Universiy, Anyang, Henan, 45500, China (yaohejun@6.com) Absrac: he problem of saic oupu feeback sliing moe conrol for a class of nonlinear elay sysems wih norm-boune uncerainies is consiere in his paper. Base on Linear marix inequaliy approach, a new approach is given o esign he saic oupu feeback sliing moe surface. hen, a sliing moe conroller is obaine which make he sysems saes reach he sliing moe surface in finie ime. All he coniions are expresse in erms of LMI. Finally, a numerical example is given o emonsrae he valiiy of he resuls. Key wors Delay sysems, saic oupu feeback, sliing moe conrol. Inroucion ime elay is frequenly encounere in various engineering, communicaion, an biological sysems. he characerisics of ynamic sysems are significanly affece by he presence of ime elays, even o he exen of insabiliy in exreme siuaions. herefore, he suy of elay sysems has receive much aenion, an various analysis an synhesis mehos have been evelope over he pas years [ 6]. As is known, base on using of isconinuous conrol laws, he sliing moe conrol approach is known o be an efficien alernaive way o ackle many challenging problems of robus sabilizaion. Li consiere he problem of aapive fuzzy sliing moe conrol for a class of nonlinear ime elay sysems [7]. Kown gave an improve elay-epenen coniion o esign robus conroller for uncerain ime-elay sysems [8]. Base on LMI approach, Chen consiere he problem of exponenial sabiliy for uncerain sochasic sysems wih muliple elays [9]. Xia an Qu esigne he robus sliing moe conroller for uncerain sysems wih elays by using 8

2 LMI approach [0,]. he problem of iscree-ime oupu feeback sliing moe conrol for imeelay sysems wih uncerainy is researche in []. Bu he resuls abou saic oupu feeback sliing moe conrol for elay sysems have never been presene. his paper presens he problem of saic oupu feeback sliing moe conrol for a class of nonlinear elay sysems wih norm-boune uncerainies. Base on Linear marix inequaliy approach, a new approach is given o esign he saic oupu feeback sliing moe surface. hen, a sliing moe conroller is obaine which make he sysems saes reach he sliing moe surface in finie ime. Noaions: hroughou he paper,. Problem Formulaion n R enoes he n imensional Euclien space. Consier he following nonlinear sysems wih elay x () = ( A+Δ A ()) x () + ( A +ΔA()) x ( ) + Bu () y () = Cx () x () = ψ () 0 () n m Where x () R is sysems sae, u () R is sysems conrol inpu, y () R p is sysems n n oupu. is a sysems sae elay. ψ () is he given iniial sae on [,0]. A R, n n m n A R, B R an p n C R are known consan marices. B has full column rank. n n ΔA () R n n an ΔA () R are unknown marices represening he uncerainies an saisfying [ ΔA ( ) Δ A( )] = GD ( )[ H H ] () where GHan, H are consan marices wih appropriae imensions, D () is unknown marix saisfying Wih Singular Value Decomposiion of B, D () D() I Ω B= [ U U] V 0 U 0 a nonsingular ransformaion = is consruce for sysems () o make B = U B. Wih he ransformaion z () = x (), he sysems()can be rewrien as z () z A A x A A x Bu () = = ( +Δ ()) () + ( +Δ ()) ( ) + () z () = + Δ + + Δ + ( A A( ) ) z( ) ( A A( ) ) z( ) Bu( ), 9

3 Insering ()ino he above formulaion, we obain z () = ( U AU + U GDHU ) z () + ( U AU + U GDHU ) z () + ( U A U + U GDH U ) z ( ) + ( U AU + U GDH U ) z ( ) z () = ( U AU + U GDHU ) z () + ( U AU + U GDHU ) z () + ( U A U + U GDH U ) z ( ) + ( U AU + U GDH U ) z ( ) + B u( ) (3) For he sysems(3), selecing he saic oupu feeback sliing moe surface as following Wih σ σ () = Sy() (4) ( ) Sy( ) SC z( ) SC[ U U] z( ) SCU z( ) SCUz( ) 0 = = = = + =, by he assumpion ha SCU is nonsingular, we obain where F = ( SCU ) SCU. obaine z () = ( SCU ) SCU z () = Fz () Insering he above formulaion ino he sysems(3), he sliing moe equaion is where z () = Az () + A z ( ) (5) A= U AU ( U F) + U GDH( U U F) A = U A ( U U F) + U GDH ( U U F) 3. Main Resuls Lemma [3] For known consan ε > 0 an marices DEF,, saisfying following marix inequaliy is hol DEF + E F D εdd + ε E E Y( x) W( x) Lemma [5] he LMI > 0 * Rx ( ) is equivalen o Rx ( ) > 0, Yx ( ) WxR ( ) ( xw ) ( x) > 0 FF I, hen he where ( ) Yx= Y( x), Rx ( ) = R( x) epen on x. heorem For he given consanα > 0, he sliing moe equaion is sable, if here exis posiive-efinie marices PQ, % R % ( n m) ( n m), marices % % % ( n m) ( n m) 3, X, N, N, N R consans ρ, ρ an marix 3 Z R m ( n m) such ha he following linear marix inequaliy hols 30

4 where Σ Σ Σ3 N% Σ 5 Σ Σ N% Σ Σ Q% 0 α I N% < Σ = N% + N% U A( U X UZ) ( U X UZ ) A U + αu GG U Σ = N% N% U A ( U X U Z) ρ ( U X U Z) A U + αρ U GG U Σ = P% + N% + X ρ ( U X U Z) A U + αρu GG U Σ 5 = ( UX UZ ) H Σ = N% N% ρu A ( U X U Z) ρ ( U X U Z) A U + αρ U GG U Σ = N% + ρ X ρ ( U X U Z) A U + αρ ρu GG U Σ 5 = ( UX UZ ) H Σ = Q% + ρ X + ρ X + αρu GG U We can Design he sliing moe surface σ () = Sy() where marix S saisfying (6) SC( U F U ) = 0, F = ZX Proof: Selecing Lyapunov funcional such as where PQ, are wo posiive-efinie marices. 0 + θ V () z () Pz () z () sqz () ss θ = + hen, along he soluion of sysem (5) we have V ( ) = z ( ) Pz ( ) + z ( ) Qz ( ) z ( s) Qz ( s) s + ( z ( ) N 3 + z ( ) N + z ( ) N )( z ( ) z ( ) z ( s) s) + ( z ( ) M + z ( ) M + z ( ) M )( Az ( ) A z ( ) + z ( )) 3 z ( ) Pz ( ) + z ( ) Qz ( ) z ( s) Qz ( s) s + ( z ( ) N + z ( ) N + z ( ) N )( z ( ) z ( )) + ( z ( ) M + z ( ) M 3 + z ( ) M )( Az ( ) A z ( ) + z ( )) + ( z ( ) N 3 + z ( ) N + z ( ) N ) Q ( z ( ) N + z ( ) N + z ( ) N ) z = ξ ( ) Ξξ( ) ( s) Qz ( s) s 3

5 where N, N, N 3, M, M, M 3 are consan marices wih appropriae imensions o be confirme. he inequaliy is equivalen o where N ξ () = () ( ) () z z z Ξ Ξ Ξ3 Ξ= Ξ Ξ3 Ξ 33 Ξ = N + N M A A M + N Q N Ξ = N N A M M A + N Q N Ξ = P + N A M + M + N Q N Ξ = N N M A A M + N Q N Ξ = N A M M + N Q N 3 Ξ = Q + M + M + N Q N Ξ< 0 (7) MU G N Q N N N 3 MUG D H U UF H U UF N 3 MU 3 G [ ] Ξ=Θ+ 0 ( ) ( ) 0 0 MU G [ HU ( UF ) H ( U UF ) 0] D MU G < 0 MU 3 G Θ Θ Θ Θ= Θ Θ Θ Θ = N + N MU AU ( U F) ( U U F) A U M Θ = N N MU A ( U U F) ( U U F) A U M Θ = P+ N + M ( U U F) A U M Θ = N N M U A ( U U F) ( U U F) A U M Θ 3 = N3 + M ( U UF) A UM3 Θ = Q + M + M Wih lemma,we know ha he following inequaliy hols for given consanα > 0 3

6 MU G MU GD HU UF H U UF MU 3 G [ ( ) ( ) 0] MU G [ HU ( UF ) H ( U UF ) 0] D MU G MU 3 G [ HU ( UF) H ( U UF) 0 ] [ HU ( UF) H ( U UF) 0] α MU G MU G + α MU G MU G MU 3 G M3UG Wih lemma,we know ha he inequaliy(7)is equivalen o Where Δ Δ Δ3 N Δ5 N Δ Δ Δ Δ= Δ < Q 0 α I N 0 0 Δ = N + N M U A( U U F) ( U U F) A U M + αm U GG U M Δ = N N M U A ( U U F) ( U U F) A U M + αm U GG U M Δ = P + N + M ( U U F) A U M + αm U GG U M Δ = ( U U F) H 5 Δ = N N MU A ( U UF) ( U UF) A U M + αm U GG U M Δ = N + M ( U U F) A U M + αm U GG U M Δ = ( U U F) H 5 Δ = Q + M + M + αm U GG U M Pre- an Pos-muliplying he inequaliy (8) by iag{ M, M, M, M, I} an giving some ransformaions an iag{ M, M, M, M, I} M = M, M = ρ M, M = ρ M, X = M, Z = FX, P% = XPX, Q% = XQX, where ρ, ρ 3 are consans o be obaine, we know ha he inequaliy (8) is equivalen o (6). From he inequaliy(6),we obain he sliing moe equaion is sable. V () ξ () Ξ ξ() < 0 (8) 33

7 Remark Compare wih raiional sliing moe surface conroller esign approach, hree marices N%, N%, N% are inrouce as slack variable in orer o obain less conservaive resuls 3 an more complicae coniion. Meanwhile, we have propose a new approach obain he saic oupu feeback sliing moe surface coniion which can achieve he aim of furher reucing conservaism. heorem For he nonlinear elay sysems (), wih he conroller SC σ ( ) u( ) = ( SCB) [ SCAx( ) + SCAx( ) + ( GH + GH σ ( ) (9) + B ρ( )) + kσ( ) + εsignσ( )] ω where k, ε are consans saisfying k > 0, ε > 0, hen he sysems saes will reach he sliing moe surface(4)in finie ime. Proof: Along he soluion of sysem () we have σ () σ() = σ () SC( A+Δ A) x() + σ () SC( A +ΔA ) x( ) + σ ( ) SCB ω( ) σ ( ) SCAx( ) σ ( ) SCA x( ) ω σ ( ) SC σ( ) ( ( )) GH + GH + Bω ρ σ ( ) kσ ( ) σ ( ) σ ( ) εsignσ( ) σ ( ) kσ( ) σ ( ) εsignσ( ) < 0 (0) Wih he conroller(9)an he above equaion(0), we know ha he reaching coniion is saisfie. Remark In he following, when he ime elay = 0, he sysem () will be simplifie as x () = ( A+Δ A ()) x () + Bu () () I is obvious ha he propose marix ransformaion meho can be sill applie for he sysem (). As a resul, he saic oupu feeback conroller esign schemes will be propose as follows: U Wih he nonsingular ransformaion =, he sliing moe equaion will be wrien as U where z () = Az () () A= U AU ( U F) + U GDH( U U F) Corollary For he given consanα > 0, he sliing moe equaion () is sable, if here exis n m posiive-efinie marices X R ( ) ( n m), marix marix inequaliy hols 34 Z R m ( n m) such ha he following linear

8 U AU ( X U Z) + ( U X U Z) A U + αu GG U ( U X U Z) H α I < 0 (3) We can Design he sliing moe surface σ () = Sy() (4) where marix S saisfying SC( U F U ) = 0, F = ZX he proof is omie. Corollary For he nonlinear sysems (), wih he conroller SC GH σ ( ) u () = ( SCB) [ SCAx () + + kσ() + εsignσ()] (5) σ ( ) where k, ε are consans saisfying k > 0, ε > 0, hen he sysems saes will reach he sliing moe surface(4)in finie ime. Wih he proofs of heorem an heorem, Corollary an Corollary can be easily obaine. 4. Numerical Example he emperaure conrol sysem for polymerizaion reacor is a ineria link wih ime elay. he sae space moel of polymerizaion reacor is usually wrien as [6] x () = x () x () = a x () a x () + bu() y () = x() I is impossible o avoi he exernal isurbance an ime elay. We consier he nonlinear elay sysem wih norm-boune uncerainies as following x () = ( A+Δ A ()) x () + ( A +ΔA()) x ( ) + Bu () y () = Cx () x () = ψ () 0 where A=,,, [ 9.5 ], ( ) 0.sin,, 0 0 A = 0.5 B= C = ω = G= 0 H = [ ], H = [ ], ψ ( ) =, = 0., D( ) = cos Wih Singular Value Decomposiion of B, I is easy o obain he nonsingular ransformaion 35

9 = By solving he linear marix inequaliy (6), we can obain he sliing moe surface gain marix S = 0.8 an he saic oupu feeback sliing moe surface as following σ () = Sy() Wih he saic oupu feeback variable srucure conroller (9) in heorem, an choosing he iniial coniions he simulaion resuls are shown in figs. - ψ () = [ 0.5] Fig.. Sae x () response of sysem 36

10 Fig.. Sae x () response of sysem In he above figures, one can see ha he sysem is well sabilize wih he saic oupu feeback sliing moe conroller. 5. Conclusion his paper consiers he problem of he saic oupu feeback sliing moe conrol for a class of nonlinear elay sysems wih norm-boune uncerainies. A saic oupu feeback sliing moe surface is esigne by using linear marix inequaliy approach. hen he sliing moe conroller is esigne o make he saes reach sliing moe surface in finie ime. Acknowlegmens he auhors woul like o hank he associae eior an he anonymous reviewers for heir consrucive commens an suggesions o improve he qualiy an he presenaion of he paper. his work is suppore by Naional Naure Science Founaion of China uner Gran ; Naure Science Founaion of Henan Province uner Gran ; he Eucaion Deparmen of Henan Province Key Founaion uner Gran 3A003,4A

11 References. F. Gouaisbau, M. Dambrine, J. P. Richar (00) Robus conrol of elay sysems: a sliing moe conrol esign via LMI, Sysems Conrol Leers, vol.46, pp. 46: K. K. Shyu,W. J. Liu, K. C. Hsu(005) Design of large-scale ime-elaye sysems wih ea-zone inpu via variable srucure conrol, Auomaica, vol.4, pp S. W. Kau, Y. S. Liu (005) A new LMI coniion for robus sabiliy of iscree-ime uncerain sysems, Sysems Conrol Leers, vol.54, pp S.Y.Xu,.W.Chen (004) Robus H conrol for uncerain iscree-ime sysems wih imevarying elays via exponenial oupu feeback conroller, Sys. Conr. Le., vol. 5, no.4, pp H.Yao, F.Yuan(0) Variable Srucure Conrol(VSC) for a Class of Uncerain Discree- ime Large-scale Sysems wih Delays, Avances in Moeling C Auomaic Conrol, vol.66, no., pp H.P.Pang, C.J.Liu an A.Z.Liu (006) Sliing moe conrol for uncerain ime-elay sysems an is applicaion research, Journal of sysem simulaion, vol. 8, no., pp W. L. Li, H. J. Yao (006) Aapive fuzzy sliing moe conrol for a class of nonlinear ime-elay sysems, Journal of Henan Normal Universiy, vol. 34, pp O. M. Kwon, J. H. Park (004) On improve elay-epenen robus conrol for uncerain ime-elay sysems, IEEE rans. Auomaic Conrol, vol.49, pp W. H. Chen, Z. H. Guan, X. M. Lu (005) Delay-epenen exponenial sabiliy of uncerain sochasic sysems wih muliple elays: an LMI approach, Sysems an Conrol Leers, vol.54, pp Y. Q. Xia, Y. M. Jia (003) Robus sliing-moe conrol for uncerain ime-elay sysems: an LMI approach, IEEE rans. Auomaic Conrol, vol.48, pp S. C. Qu, X. Y. Wang (007) Sliing-moe variable srucure conrol for uncerain inpuelay sysems, Proceeing of he 4h inernaional conference on impulsive an hybri ynamical sysems, July 007, Nanning, China, pp S. Janarhanan, B. Banyopahgay, V. K. hakar (004) Discree-ime oupu feeback sliing moe conrol for ime-elay sysems wih uncerainy, Proceeings of he IEEE Inernaional Conference on Conrol Applicaions, April 004, Las Vegas, Nevaa, pp

Static Output Feedback Variable Structure Control for a Class of Time-delay Systems

Static Output Feedback Variable Structure Control for a Class of Time-delay Systems AMSE JOURNALS 04-Series: Avances C; Vol. 69; N ; pp 58-68 Submie Sep. 03; Revise June 30, 04; Accepe July 5, 04 Saic Oupu Feeback Variable Srucure Conrol for a Class of ime-elay Sysems Y. ian, H. Yao,

More information

Mean-square Stability Control for Networked Systems with Stochastic Time Delay

Mean-square Stability Control for Networked Systems with Stochastic Time Delay JOURNAL OF SIMULAION VOL. 5 NO. May 7 Mean-square Sabiliy Conrol for Newored Sysems wih Sochasic ime Delay YAO Hejun YUAN Fushun School of Mahemaics and Saisics Anyang Normal Universiy Anyang Henan. 455

More information

A DELAY-DEPENDENT STABILITY CRITERIA FOR T-S FUZZY SYSTEM WITH TIME-DELAYS

A DELAY-DEPENDENT STABILITY CRITERIA FOR T-S FUZZY SYSTEM WITH TIME-DELAYS A DELAY-DEPENDENT STABILITY CRITERIA FOR T-S FUZZY SYSTEM WITH TIME-DELAYS Xinping Guan ;1 Fenglei Li Cailian Chen Insiue of Elecrical Engineering, Yanshan Universiy, Qinhuangdao, 066004, China. Deparmen

More information

Settling Time Design and Parameter Tuning Methods for Finite-Time P-PI Control

Settling Time Design and Parameter Tuning Methods for Finite-Time P-PI Control Journal of Conrol Science an Engineering (6) - oi:.765/8-/6.. D DAVID PUBLISHING Seling ime Design an Parameer uning Mehos for Finie-ime P-PI Conrol Keigo Hiruma, Hisaazu Naamura an Yasuyui Saoh. Deparmen

More information

Anti-Disturbance Control for Multiple Disturbances

Anti-Disturbance Control for Multiple Disturbances Workshop a 3 ACC Ani-Disurbance Conrol for Muliple Disurbances Lei Guo (lguo@buaa.edu.cn) Naional Key Laboraory on Science and Technology on Aircraf Conrol, Beihang Universiy, Beijing, 9, P.R. China. Presened

More information

Stability and Bifurcation in a Neural Network Model with Two Delays

Stability and Bifurcation in a Neural Network Model with Two Delays Inernaional Mahemaical Forum, Vol. 6, 11, no. 35, 175-1731 Sabiliy and Bifurcaion in a Neural Nework Model wih Two Delays GuangPing Hu and XiaoLing Li School of Mahemaics and Physics, Nanjing Universiy

More information

On Robust Stability of Uncertain Neutral Systems with Discrete and Distributed Delays

On Robust Stability of Uncertain Neutral Systems with Discrete and Distributed Delays 009 American Conrol Conference Hya Regency Riverfron S. Louis MO USA June 0-009 FrC09.5 On Robus Sabiliy of Uncerain Neural Sysems wih Discree and Disribued Delays Jian Sun Jie Chen G.P. Liu Senior Member

More information

Open Access Finite-time Stabilization for a Class of Networked Systems with Delay

Open Access Finite-time Stabilization for a Class of Networked Systems with Delay Send Orders for Reprins o reprins@benhamscience.ae The Open Auomaion and Conrol Sysems Journal, 214, 6, 1779-1784 1779 Open Access Finie-ime Sabilizaion for a Class of Neworked Sysems wih Delay Hejun Yao

More information

Chapter Three Systems of Linear Differential Equations

Chapter Three Systems of Linear Differential Equations Chaper Three Sysems of Linear Differenial Equaions In his chaper we are going o consier sysems of firs orer orinary ifferenial equaions. These are sysems of he form x a x a x a n x n x a x a x a n x n

More information

Sliding Mode Extremum Seeking Control for Linear Quadratic Dynamic Game

Sliding Mode Extremum Seeking Control for Linear Quadratic Dynamic Game Sliding Mode Exremum Seeking Conrol for Linear Quadraic Dynamic Game Yaodong Pan and Ümi Özgüner ITS Research Group, AIST Tsukuba Eas Namiki --, Tsukuba-shi,Ibaraki-ken 5-856, Japan e-mail: pan.yaodong@ais.go.jp

More information

Delay and Its Time-Derivative Dependent Stable Criterion for Differential-Algebraic Systems

Delay and Its Time-Derivative Dependent Stable Criterion for Differential-Algebraic Systems Applied Maemaics 6 7 4- Publised Online June 6 in SciRes p://wwwscirporg/journal/am p://dxdoiorg/46/am67 Delay and Is ime-derivaive Dependen Sable Crierion for Differenial-Algebraic Sysems Hui Liu Yucai

More information

di Bernardo, M. (1995). A purely adaptive controller to synchronize and control chaotic systems.

di Bernardo, M. (1995). A purely adaptive controller to synchronize and control chaotic systems. di ernardo, M. (995). A purely adapive conroller o synchronize and conrol chaoic sysems. hps://doi.org/.6/375-96(96)8-x Early version, also known as pre-prin Link o published version (if available):.6/375-96(96)8-x

More information

IMPROVED HYPERBOLIC FUNCTION METHOD AND EXACT SOLUTIONS FOR VARIABLE COEFFICIENT BENJAMIN-BONA-MAHONY-BURGERS EQUATION

IMPROVED HYPERBOLIC FUNCTION METHOD AND EXACT SOLUTIONS FOR VARIABLE COEFFICIENT BENJAMIN-BONA-MAHONY-BURGERS EQUATION THERMAL SCIENCE, Year 015, Vol. 19, No. 4, pp. 1183-1187 1183 IMPROVED HYPERBOLIC FUNCTION METHOD AND EXACT SOLUTIONS FOR VARIABLE COEFFICIENT BENJAMIN-BONA-MAHONY-BURGERS EQUATION by Hong-Cai MA a,b*,

More information

OVERLAPPING GUARANTEED COST CONTROL FOR UNCERTAIN CONTINUOUS-TIME DELAYED SYSTEMS

OVERLAPPING GUARANTEED COST CONTROL FOR UNCERTAIN CONTINUOUS-TIME DELAYED SYSTEMS OVERLAPPING GUARANEED COS CONROL FOR UNCERAIN CONINUOUS-IME DELAED SSEMS Lubomír Bakule, José Roellar an Josep M. Rossell Insiue of Informaion heory an Auomaion, Acaemy of Sciences of he Czech Republic,

More information

Nonlinear Observers for Perspective Time-Varying Linear Systems

Nonlinear Observers for Perspective Time-Varying Linear Systems Nonlinear Observers for Perspecive Time-Varying Linear Sysems Rixa Abursul an Hiroshi Inaba Deparmen of Informaion Sciences Tokuo Denki Universiy Hikigun, Saiama 355-394 JAPAN Absrac Perspecive ynamical

More information

Research Article Existence and Uniqueness of Periodic Solution for Nonlinear Second-Order Ordinary Differential Equations

Research Article Existence and Uniqueness of Periodic Solution for Nonlinear Second-Order Ordinary Differential Equations Hindawi Publishing Corporaion Boundary Value Problems Volume 11, Aricle ID 19156, 11 pages doi:1.1155/11/19156 Research Aricle Exisence and Uniqueness of Periodic Soluion for Nonlinear Second-Order Ordinary

More information

When to Sell an Asset Where Its Drift Drops from a High Value to a Smaller One

When to Sell an Asset Where Its Drift Drops from a High Value to a Smaller One American Journal of Operaions Research, 5, 5, 54-55 Publishe Online November 5 in SciRes. hp://www.scirp.org/journal/ajor hp://x.oi.org/.436/ajor.5.564 When o Sell an Asse Where Is Drif Drops from a High

More information

10. State Space Methods

10. State Space Methods . Sae Space Mehods. Inroducion Sae space modelling was briefly inroduced in chaper. Here more coverage is provided of sae space mehods before some of heir uses in conrol sysem design are covered in he

More information

Adaptive Sliding Mode & Nussbaum Gain Hybrid Control of Supersonic Missiles with Unknown Control Direction

Adaptive Sliding Mode & Nussbaum Gain Hybrid Control of Supersonic Missiles with Unknown Control Direction Aapive Sliing Moe & Nussbaum Gain Hybri Conrol of Supersonic Missiles wih Unknown Conrol Direcion Junwei Lei Jinyong Yu Lingling Wang Hewei Zhao Jianhong Shi an Xiaojun Guo Deparmen of Conrol Engineering

More information

Robust Stability and Stabilization for Singular Systems With State Delay and Parameter Uncertainty

Robust Stability and Stabilization for Singular Systems With State Delay and Parameter Uncertainty 11 IEEE RANSACIONS ON AUOMAIC CONROL, VOL. 47, NO. 7, JULY Now, we choose 8= 1; ; 1 9= 19; 5 5; 7 he corresponding Riccai equaion (13) admis he maximal soluion 5= 1; ; 7 : By heorem 2, all opimal conrols

More information

A DELAY-DEPENDENT APPROACH TO ROBUST STABILITY FOR UNCERTAIN STOCHASTIC NEURAL NETWORKS WITH TIME-VARYING DELAY

A DELAY-DEPENDENT APPROACH TO ROBUST STABILITY FOR UNCERTAIN STOCHASTIC NEURAL NETWORKS WITH TIME-VARYING DELAY Journal of Marine Science and echnology Vol. 8 No. pp. 77-83 (00) 77 A DELAY-DEPENDEN APPROACH O ROBUS SABILIY FOR UNCERAIN SOCHASIC NEURAL NEWORKS WIH IME-VARYING DELAY Chien-Yu Lu* Chin-Wen Liao* Koan-Yuh

More information

Oscillation of an Euler Cauchy Dynamic Equation S. Huff, G. Olumolode, N. Pennington, and A. Peterson

Oscillation of an Euler Cauchy Dynamic Equation S. Huff, G. Olumolode, N. Pennington, and A. Peterson PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON DYNAMICAL SYSTEMS AND DIFFERENTIAL EQUATIONS May 4 7, 00, Wilmingon, NC, USA pp 0 Oscillaion of an Euler Cauchy Dynamic Equaion S Huff, G Olumolode,

More information

MISSILE AUTOPILOT DESIGN USING CONTRACTION THEORY-BASED OUTPUT FEEDBACK CONTROL

MISSILE AUTOPILOT DESIGN USING CONTRACTION THEORY-BASED OUTPUT FEEDBACK CONTROL HEORY-BASED OUPU FEEDBACK CONROL Hyuck-Hoon Kwon* an Han-Lim Choi* *Deparmen of Aerospace Engineering, KAIS, Daejeon 3-7, Republic of Korea E-mail: {hhkwon, hanlimc}@lics.kais.ac.kr Keywors: conracion

More information

Research Article Dual Synchronization of Fractional-Order Chaotic Systems via a Linear Controller

Research Article Dual Synchronization of Fractional-Order Chaotic Systems via a Linear Controller The Scienific World Journal Volume 213, Aricle ID 159194, 6 pages hp://dx.doi.org/1155/213/159194 Research Aricle Dual Synchronizaion of Fracional-Order Chaoic Sysems via a Linear Conroller Jian Xiao,

More information

Sliding Mode Controller for Unstable Systems

Sliding Mode Controller for Unstable Systems S. SIVARAMAKRISHNAN e al., Sliding Mode Conroller for Unsable Sysems, Chem. Biochem. Eng. Q. 22 (1) 41 47 (28) 41 Sliding Mode Conroller for Unsable Sysems S. Sivaramakrishnan, A. K. Tangirala, and M.

More information

Novel robust stability criteria of neutral-type bidirectional associative memory neural networks

Novel robust stability criteria of neutral-type bidirectional associative memory neural networks www.ijcsi.org 0 Novel robus sabiliy crieria of neural-ype bidirecional associaive memory neural neworks Shu-Lian Zhang and Yu-Li Zhang School of Science Dalian Jiaoong Universiy Dalian 608 P. R. China

More information

SUFFICIENT CONDITIONS FOR EXISTENCE SOLUTION OF LINEAR TWO-POINT BOUNDARY PROBLEM IN MINIMIZATION OF QUADRATIC FUNCTIONAL

SUFFICIENT CONDITIONS FOR EXISTENCE SOLUTION OF LINEAR TWO-POINT BOUNDARY PROBLEM IN MINIMIZATION OF QUADRATIC FUNCTIONAL HE PUBLISHING HOUSE PROCEEDINGS OF HE ROMANIAN ACADEMY, Series A, OF HE ROMANIAN ACADEMY Volume, Number 4/200, pp 287 293 SUFFICIEN CONDIIONS FOR EXISENCE SOLUION OF LINEAR WO-POIN BOUNDARY PROBLEM IN

More information

arxiv: v1 [math.ca] 15 Nov 2016

arxiv: v1 [math.ca] 15 Nov 2016 arxiv:6.599v [mah.ca] 5 Nov 26 Counerexamples on Jumarie s hree basic fracional calculus formulae for non-differeniable coninuous funcions Cheng-shi Liu Deparmen of Mahemaics Norheas Peroleum Universiy

More information

PD Controller Design with H Performance for Linear Systems with Input Delay

PD Controller Design with H Performance for Linear Systems with Input Delay PD Conroller Design wih H Performance for Linear Ssems wih Inpu Dela Ala Shariai i * an Hami D. aghira ABSRAC his paper presens H conrol problem for inpu-elae ssems. A neural ssem approach is consiere

More information

Four Generations of Higher Order Sliding Mode Controllers. L. Fridman Universidad Nacional Autonoma de Mexico Aussois, June, 10th, 2015

Four Generations of Higher Order Sliding Mode Controllers. L. Fridman Universidad Nacional Autonoma de Mexico Aussois, June, 10th, 2015 Four Generaions of Higher Order Sliding Mode Conrollers L. Fridman Universidad Nacional Auonoma de Mexico Aussois, June, 1h, 215 Ouline 1 Generaion 1:Two Main Conceps of Sliding Mode Conrol 2 Generaion

More information

Bifurcation Analysis of a Stage-Structured Prey-Predator System with Discrete and Continuous Delays

Bifurcation Analysis of a Stage-Structured Prey-Predator System with Discrete and Continuous Delays Applied Mahemaics 4 59-64 hp://dx.doi.org/.46/am..4744 Published Online July (hp://www.scirp.org/ournal/am) Bifurcaion Analysis of a Sage-Srucured Prey-Predaor Sysem wih Discree and Coninuous Delays Shunyi

More information

Sparse Stabilization of Dynamical Systems Driven by Attraction and Avoidance Forces

Sparse Stabilization of Dynamical Systems Driven by Attraction and Avoidance Forces Sparse Sabilizaion of Dynamical Sysems Driven by Aracion an Avoiance Forces Maia Bongini Massimo Fornasier Fabian Fröhlich Laleh Haghveri Technische Universiä München (e-mail: maia.bongini@ma.um.e). Technische

More information

Comparision of Joint Space and Task Space Integral Sliding Mode Controller Implementations for a 6DOF Parallel Robot

Comparision of Joint Space and Task Space Integral Sliding Mode Controller Implementations for a 6DOF Parallel Robot Comparision of Join Space an Task Space Inegral Sliing Moe Conroller Implemenaions for a 6DOF Parallel Robo Dereje Shiferaw Inian Insiue of Technology Roorkee Deparmen of Elecronics an Compuer Engineering

More information

Stable input-output inversion of linear dynamical systems

Stable input-output inversion of linear dynamical systems Diparimeno i ingegneria ell Informazione Universià i Parma Doorao i Ricerca in Tecnologie ell Informazione a.a. 2005/2006 Sable inpu-oupu inversion of linear ynamical sysems Aurelio PIAZZI DII, Universià

More information

A Necessary and Sufficient Condition for the Solutions of a Functional Differential Equation to Be Oscillatory or Tend to Zero

A Necessary and Sufficient Condition for the Solutions of a Functional Differential Equation to Be Oscillatory or Tend to Zero JOURNAL OF MAEMAICAL ANALYSIS AND APPLICAIONS 24, 7887 1997 ARICLE NO. AY965143 A Necessary and Sufficien Condiion for he Soluions of a Funcional Differenial Equaion o Be Oscillaory or end o Zero Piambar

More information

( ) ( ) if t = t. It must satisfy the identity. So, bulkiness of the unit impulse (hyper)function is equal to 1. The defining characteristic is

( ) ( ) if t = t. It must satisfy the identity. So, bulkiness of the unit impulse (hyper)function is equal to 1. The defining characteristic is UNIT IMPULSE RESPONSE, UNIT STEP RESPONSE, STABILITY. Uni impulse funcion (Dirac dela funcion, dela funcion) rigorously defined is no sricly a funcion, bu disribuion (or measure), precise reamen requires

More information

EE363 homework 1 solutions

EE363 homework 1 solutions EE363 Prof. S. Boyd EE363 homework 1 soluions 1. LQR for a riple accumulaor. We consider he sysem x +1 = Ax + Bu, y = Cx, wih 1 1 A = 1 1, B =, C = [ 1 ]. 1 1 This sysem has ransfer funcion H(z) = (z 1)

More information

3.1.3 INTRODUCTION TO DYNAMIC OPTIMIZATION: DISCRETE TIME PROBLEMS. A. The Hamiltonian and First-Order Conditions in a Finite Time Horizon

3.1.3 INTRODUCTION TO DYNAMIC OPTIMIZATION: DISCRETE TIME PROBLEMS. A. The Hamiltonian and First-Order Conditions in a Finite Time Horizon 3..3 INRODUCION O DYNAMIC OPIMIZAION: DISCREE IME PROBLEMS A. he Hamilonian and Firs-Order Condiions in a Finie ime Horizon Define a new funcion, he Hamilonian funcion, H. H he change in he oal value of

More information

STABILIZING equilibria under input delays is a challenging

STABILIZING equilibria under input delays is a challenging IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. XX, NO. XX, XXXXX 0? Reucion Moel Approach for Linear Time-Varying Sysems wih Delays Freeric Mazenc, Michael Malisoff, Member, IEEE, an Silviu-Iulian Niculescu

More information

The Asymptotic Behavior of Nonoscillatory Solutions of Some Nonlinear Dynamic Equations on Time Scales

The Asymptotic Behavior of Nonoscillatory Solutions of Some Nonlinear Dynamic Equations on Time Scales Advances in Dynamical Sysems and Applicaions. ISSN 0973-5321 Volume 1 Number 1 (2006, pp. 103 112 c Research India Publicaions hp://www.ripublicaion.com/adsa.hm The Asympoic Behavior of Nonoscillaory Soluions

More information

Robust estimation based on the first- and third-moment restrictions of the power transformation model

Robust estimation based on the first- and third-moment restrictions of the power transformation model h Inernaional Congress on Modelling and Simulaion, Adelaide, Ausralia, 6 December 3 www.mssanz.org.au/modsim3 Robus esimaion based on he firs- and hird-momen resricions of he power ransformaion Nawaa,

More information

An introduction to evolution PDEs November 16, 2018 CHAPTER 5 - MARKOV SEMIGROUP

An introduction to evolution PDEs November 16, 2018 CHAPTER 5 - MARKOV SEMIGROUP An inroucion o evoluion PDEs November 6, 8 CHAPTER 5 - MARKOV SEMIGROUP Conens. Markov semigroup. Asympoic of Markov semigroups 3.. Srong posiiviy coniion an Doeblin Theorem 3.. Geomeric sabiliy uner Harris

More information

6.003 Homework #8 Solutions

6.003 Homework #8 Solutions 6.003 Homework #8 Soluions Problems. Fourier Series Deermine he Fourier series coefficiens a k for x () shown below. x ()= x ( + 0) 0 a 0 = 0 a k = e /0 sin(/0) for k 0 a k = π x()e k d = 0 0 π e 0 k d

More information

Ordinary Differential Equations

Ordinary Differential Equations Ordinary Differenial Equaions 5. Examples of linear differenial equaions and heir applicaions We consider some examples of sysems of linear differenial equaions wih consan coefficiens y = a y +... + a

More information

Stabilization of NCSs: Asynchronous Partial Transfer Approach

Stabilization of NCSs: Asynchronous Partial Transfer Approach 25 American Conrol Conference June 8-, 25 Porland, OR, USA WeC3 Sabilizaion of NCSs: Asynchronous Parial Transfer Approach Guangming Xie, Long Wang Absrac In his paper, a framework for sabilizaion of neworked

More information

EXISTENCE AND UNIQUENESS THEOREMS ON CERTAIN DIFFERENCE-DIFFERENTIAL EQUATIONS

EXISTENCE AND UNIQUENESS THEOREMS ON CERTAIN DIFFERENCE-DIFFERENTIAL EQUATIONS Elecronic Journal of Differenial Equaions, Vol. 29(29), No. 49, pp. 2. ISSN: 72-669. URL: hp://ejde.mah.xsae.edu or hp://ejde.mah.un.edu fp ejde.mah.xsae.edu EXISTENCE AND UNIQUENESS THEOREMS ON CERTAIN

More information

Ann. Funct. Anal. 2 (2011), no. 2, A nnals of F unctional A nalysis ISSN: (electronic) URL:

Ann. Funct. Anal. 2 (2011), no. 2, A nnals of F unctional A nalysis ISSN: (electronic) URL: Ann. Func. Anal. 2 2011, no. 2, 34 41 A nnals of F uncional A nalysis ISSN: 2008-8752 elecronic URL: www.emis.de/journals/afa/ CLASSIFICAION OF POSIIVE SOLUIONS OF NONLINEAR SYSEMS OF VOLERRA INEGRAL EQUAIONS

More information

The motions of the celt on a horizontal plane with viscous friction

The motions of the celt on a horizontal plane with viscous friction The h Join Inernaional Conference on Mulibody Sysem Dynamics June 8, 18, Lisboa, Porugal The moions of he cel on a horizonal plane wih viscous fricion Maria A. Munisyna 1 1 Moscow Insiue of Physics and

More information

Fractional Method of Characteristics for Fractional Partial Differential Equations

Fractional Method of Characteristics for Fractional Partial Differential Equations Fracional Mehod of Characerisics for Fracional Parial Differenial Equaions Guo-cheng Wu* Modern Teile Insiue, Donghua Universiy, 188 Yan-an ilu Road, Shanghai 51, PR China Absrac The mehod of characerisics

More information

An introduction to the theory of SDDP algorithm

An introduction to the theory of SDDP algorithm An inroducion o he heory of SDDP algorihm V. Leclère (ENPC) Augus 1, 2014 V. Leclère Inroducion o SDDP Augus 1, 2014 1 / 21 Inroducion Large scale sochasic problem are hard o solve. Two ways of aacking

More information

Research Article Modified Function Projective Synchronization between Different Dimension Fractional-Order Chaotic Systems

Research Article Modified Function Projective Synchronization between Different Dimension Fractional-Order Chaotic Systems Absrac and Applied Analysis Volume 212, Aricle ID 862989, 12 pages doi:1.1155/212/862989 Research Aricle Modified Funcion Projecive Synchronizaion beween Differen Dimension Fracional-Order Chaoic Sysems

More information

The L p -Version of the Generalized Bohl Perron Principle for Vector Equations with Infinite Delay

The L p -Version of the Generalized Bohl Perron Principle for Vector Equations with Infinite Delay Advances in Dynamical Sysems and Applicaions ISSN 973-5321, Volume 6, Number 2, pp. 177 184 (211) hp://campus.ms.edu/adsa The L p -Version of he Generalized Bohl Perron Principle for Vecor Equaions wih

More information

Asymptotic instability of nonlinear differential equations

Asymptotic instability of nonlinear differential equations Elecronic Journal of Differenial Equaions, Vol. 1997(1997), No. 16, pp. 1 7. ISSN: 172-6691. URL: hp://ejde.mah.sw.edu or hp://ejde.mah.un.edu fp (login: fp) 147.26.13.11 or 129.12.3.113 Asympoic insabiliy

More information

DISCRETE GRONWALL LEMMA AND APPLICATIONS

DISCRETE GRONWALL LEMMA AND APPLICATIONS DISCRETE GRONWALL LEMMA AND APPLICATIONS JOHN M. HOLTE MAA NORTH CENTRAL SECTION MEETING AT UND 24 OCTOBER 29 Gronwall s lemma saes an inequaliy ha is useful in he heory of differenial equaions. Here is

More information

Positive continuous solution of a quadratic integral equation of fractional orders

Positive continuous solution of a quadratic integral equation of fractional orders Mah. Sci. Le., No., 9-7 (3) 9 Mahemaical Sciences Leers An Inernaional Journal @ 3 NSP Naural Sciences Publishing Cor. Posiive coninuous soluion of a quadraic inegral equaion of fracional orders A. M.

More information

EECS 2602 Winter Laboratory 3 Fourier series, Fourier transform and Bode Plots in MATLAB

EECS 2602 Winter Laboratory 3 Fourier series, Fourier transform and Bode Plots in MATLAB EECS 6 Winer 7 Laboraory 3 Fourier series, Fourier ransform and Bode Plos in MATLAB Inroducion: The objecives of his lab are o use MATLAB:. To plo periodic signals wih Fourier series represenaion. To obain

More information

Lecture 20: Riccati Equations and Least Squares Feedback Control

Lecture 20: Riccati Equations and Least Squares Feedback Control 34-5 LINEAR SYSTEMS Lecure : Riccai Equaions and Leas Squares Feedback Conrol 5.6.4 Sae Feedback via Riccai Equaions A recursive approach in generaing he marix-valued funcion W ( ) equaion for i for he

More information

Dynamic Analysis of Loads Moving Over Structures

Dynamic Analysis of Loads Moving Over Structures h Inernaional ongress of roaian ociey of echanics epember, 18-, 3 Bizovac, roaia ynamic nalysis of Loads oving Over rucures Ivica Kožar, Ivana Šimac Keywords: moving load, direc acceleraion mehod 1. Inroducion

More information

Impact of International Information Technology Transfer on National Productivity. Online Supplement

Impact of International Information Technology Transfer on National Productivity. Online Supplement Impac of Inernaional Informaion Technology Transfer on Naional Prouciviy Online Supplemen Jungsoo Park Deparmen of Economics Sogang Universiy Seoul, Korea Email: jspark@sogang.ac.kr, Tel: 82-2-705-8697,

More information

Chapter #1 EEE8013 EEE3001. Linear Controller Design and State Space Analysis

Chapter #1 EEE8013 EEE3001. Linear Controller Design and State Space Analysis Chaper EEE83 EEE3 Chaper # EEE83 EEE3 Linear Conroller Design and Sae Space Analysis Ordinary Differenial Equaions.... Inroducion.... Firs Order ODEs... 3. Second Order ODEs... 7 3. General Maerial...

More information

Global Synchronization of Directed Networks with Fast Switching Topologies

Global Synchronization of Directed Networks with Fast Switching Topologies Commun. Theor. Phys. (Beijing, China) 52 (2009) pp. 1019 1924 c Chinese Physical Sociey and IOP Publishing Ld Vol. 52, No. 6, December 15, 2009 Global Synchronizaion of Direced Neworks wih Fas Swiching

More information

Application of a Stochastic-Fuzzy Approach to Modeling Optimal Discrete Time Dynamical Systems by Using Large Scale Data Processing

Application of a Stochastic-Fuzzy Approach to Modeling Optimal Discrete Time Dynamical Systems by Using Large Scale Data Processing Applicaion of a Sochasic-Fuzzy Approach o Modeling Opimal Discree Time Dynamical Sysems by Using Large Scale Daa Processing AA WALASZE-BABISZEWSA Deparmen of Compuer Engineering Opole Universiy of Technology

More information

GRADIENT ESTIMATES FOR A SIMPLE PARABOLIC LICHNEROWICZ EQUATION. Osaka Journal of Mathematics. 51(1) P.245-P.256

GRADIENT ESTIMATES FOR A SIMPLE PARABOLIC LICHNEROWICZ EQUATION. Osaka Journal of Mathematics. 51(1) P.245-P.256 Tile Auhor(s) GRADIENT ESTIMATES FOR A SIMPLE PARABOLIC LICHNEROWICZ EQUATION Zhao, Liang Ciaion Osaka Journal of Mahemaics. 51(1) P.45-P.56 Issue Dae 014-01 Tex Version publisher URL hps://doi.org/10.18910/9195

More information

The Potential Effectiveness of the Detection of Pulsed Signals in the Non-Uniform Sampling

The Potential Effectiveness of the Detection of Pulsed Signals in the Non-Uniform Sampling The Poenial Effeciveness of he Deecion of Pulsed Signals in he Non-Uniform Sampling Arhur Smirnov, Sanislav Vorobiev and Ajih Abraham 3, 4 Deparmen of Compuer Science, Universiy of Illinois a Chicago,

More information

Automatica. New stability and exact observability conditions for semilinear wave equations

Automatica. New stability and exact observability conditions for semilinear wave equations Auomaica 63 (16) 1 1 Conens liss available a ScienceDirec Auomaica journal homepage: www.elsevier.com/locae/auomaica Brief paper ew sabiliy an exac observabiliy coniions for semilinear wave equaions Emilia

More information

Continuous Time. Time-Domain System Analysis. Impulse Response. Impulse Response. Impulse Response. Impulse Response. ( t) + b 0.

Continuous Time. Time-Domain System Analysis. Impulse Response. Impulse Response. Impulse Response. Impulse Response. ( t) + b 0. Time-Domain Sysem Analysis Coninuous Time. J. Robers - All Righs Reserved. Edied by Dr. Rober Akl 1. J. Robers - All Righs Reserved. Edied by Dr. Rober Akl 2 Le a sysem be described by a 2 y ( ) + a 1

More information

Improved Approximate Solutions for Nonlinear Evolutions Equations in Mathematical Physics Using the Reduced Differential Transform Method

Improved Approximate Solutions for Nonlinear Evolutions Equations in Mathematical Physics Using the Reduced Differential Transform Method Journal of Applied Mahemaics & Bioinformaics, vol., no., 01, 1-14 ISSN: 179-660 (prin), 179-699 (online) Scienpress Ld, 01 Improved Approimae Soluions for Nonlinear Evoluions Equaions in Mahemaical Physics

More information

An Introduction to Backward Stochastic Differential Equations (BSDEs) PIMS Summer School 2016 in Mathematical Finance.

An Introduction to Backward Stochastic Differential Equations (BSDEs) PIMS Summer School 2016 in Mathematical Finance. 1 An Inroducion o Backward Sochasic Differenial Equaions (BSDEs) PIMS Summer School 2016 in Mahemaical Finance June 25, 2016 Chrisoph Frei cfrei@ualbera.ca This inroducion is based on Touzi [14], Bouchard

More information

Pade and Laguerre Approximations Applied. to the Active Queue Management Model. of Internet Protocol

Pade and Laguerre Approximations Applied. to the Active Queue Management Model. of Internet Protocol Applied Mahemaical Sciences, Vol. 7, 013, no. 16, 663-673 HIKARI Ld, www.m-hikari.com hp://dx.doi.org/10.1988/ams.013.39499 Pade and Laguerre Approximaions Applied o he Acive Queue Managemen Model of Inerne

More information

Section 3.5 Nonhomogeneous Equations; Method of Undetermined Coefficients

Section 3.5 Nonhomogeneous Equations; Method of Undetermined Coefficients Secion 3.5 Nonhomogeneous Equaions; Mehod of Undeermined Coefficiens Key Terms/Ideas: Linear Differenial operaor Nonlinear operaor Second order homogeneous DE Second order nonhomogeneous DE Soluion o homogeneous

More information

Dual Representation as Stochastic Differential Games of Backward Stochastic Differential Equations and Dynamic Evaluations

Dual Representation as Stochastic Differential Games of Backward Stochastic Differential Equations and Dynamic Evaluations arxiv:mah/0602323v1 [mah.pr] 15 Feb 2006 Dual Represenaion as Sochasic Differenial Games of Backward Sochasic Differenial Equaions and Dynamic Evaluaions Shanjian Tang Absrac In his Noe, assuming ha he

More information

D.I. Survival models and copulas

D.I. Survival models and copulas D- D. SURVIVAL COPULA D.I. Survival moels an copulas Definiions, relaionships wih mulivariae survival isribuion funcions an relaionships beween copulas an survival copulas. D.II. Fraily moels Use of a

More information

STATE-SPACE MODELLING. A mass balance across the tank gives:

STATE-SPACE MODELLING. A mass balance across the tank gives: B. Lennox and N.F. Thornhill, 9, Sae Space Modelling, IChemE Process Managemen and Conrol Subjec Group Newsleer STE-SPACE MODELLING Inroducion: Over he pas decade or so here has been an ever increasing

More information

L p -L q -Time decay estimate for solution of the Cauchy problem for hyperbolic partial differential equations of linear thermoelasticity

L p -L q -Time decay estimate for solution of the Cauchy problem for hyperbolic partial differential equations of linear thermoelasticity ANNALES POLONICI MATHEMATICI LIV.2 99) L p -L q -Time decay esimae for soluion of he Cauchy problem for hyperbolic parial differenial equaions of linear hermoelasiciy by Jerzy Gawinecki Warszawa) Absrac.

More information

Variational Iteration Method for Solving System of Fractional Order Ordinary Differential Equations

Variational Iteration Method for Solving System of Fractional Order Ordinary Differential Equations IOSR Journal of Mahemaics (IOSR-JM) e-issn: 2278-5728, p-issn: 2319-765X. Volume 1, Issue 6 Ver. II (Nov - Dec. 214), PP 48-54 Variaional Ieraion Mehod for Solving Sysem of Fracional Order Ordinary Differenial

More information

Adaptation and Synchronization over a Network: stabilization without a reference model

Adaptation and Synchronization over a Network: stabilization without a reference model Adapaion and Synchronizaion over a Nework: sabilizaion wihou a reference model Travis E. Gibson (gibson@mi.edu) Harvard Medical School Deparmen of Pahology, Brigham and Women s Hospial 55 h Conference

More information

Existence of positive solutions for second order m-point boundary value problems

Existence of positive solutions for second order m-point boundary value problems ANNALES POLONICI MATHEMATICI LXXIX.3 (22 Exisence of posiive soluions for second order m-poin boundary value problems by Ruyun Ma (Lanzhou Absrac. Le α, β, γ, δ and ϱ := γβ + αγ + αδ >. Le ψ( = β + α,

More information

ESTIMATION OF AMPLITUDE OF OSCILLATIONS IN SLIDING MODE SYSTEMS CAUSED BY TIME DELAY

ESTIMATION OF AMPLITUDE OF OSCILLATIONS IN SLIDING MODE SYSTEMS CAUSED BY TIME DELAY Asian Journal of Conrol, Vol 6, No, pp 57-53, December 57 -Brief Paper- ESTIMATION OF AMPLITUDE OF OSCILLATIONS IN SLIDING MODE SYSTEMS CAUSED BY TIME DELAY P Acosa, A Polyakov, L Fridman, and V Srygin

More information

On external semi-global stochastic stabilization of linear systems with input saturation

On external semi-global stochastic stabilization of linear systems with input saturation 1 On exernal semi-global sochasic sabilizaion of linear sysems wih inpu sauraion Anon A. Soorvogel 1,AliSaberi 2 and Siep Weiland 3 Absrac This paper inroduces he noion of exernal semi-global sochasic

More information

Robust Control Over a Packet-based Network

Robust Control Over a Packet-based Network Robus Conrol Over a Packe-based Nework Ling Shi, Michael Epsein and Richard M. Murray Absrac In his paper, we consider a robus nework conrol problem. We consider linear unsable and uncerain discree ime

More information

Properties Of Solutions To A Generalized Liénard Equation With Forcing Term

Properties Of Solutions To A Generalized Liénard Equation With Forcing Term Applied Mahemaics E-Noes, 8(28), 4-44 c ISSN 67-25 Available free a mirror sies of hp://www.mah.nhu.edu.w/ amen/ Properies Of Soluions To A Generalized Liénard Equaion Wih Forcing Term Allan Kroopnick

More information

POSITIVE SOLUTIONS OF NEUTRAL DELAY DIFFERENTIAL EQUATION

POSITIVE SOLUTIONS OF NEUTRAL DELAY DIFFERENTIAL EQUATION Novi Sad J. Mah. Vol. 32, No. 2, 2002, 95-108 95 POSITIVE SOLUTIONS OF NEUTRAL DELAY DIFFERENTIAL EQUATION Hajnalka Péics 1, János Karsai 2 Absrac. We consider he scalar nonauonomous neural delay differenial

More information

LAPLACE TRANSFORM AND TRANSFER FUNCTION

LAPLACE TRANSFORM AND TRANSFER FUNCTION CHBE320 LECTURE V LAPLACE TRANSFORM AND TRANSFER FUNCTION Professor Dae Ryook Yang Spring 2018 Dep. of Chemical and Biological Engineering 5-1 Road Map of he Lecure V Laplace Transform and Transfer funcions

More information

Robust Finite-Time H Filtering for Itô Stochastic Systems

Robust Finite-Time H Filtering for Itô Stochastic Systems Journal o Applied Mahemaics and Physics, 26, 4, 75-7 hp://www.scirp.org/journal/jamp ISSN Online: 227-479 ISSN Prin: 227-452 Robus Finie-ime H Filering or Iô Sochasic Sysems Aiqing Zhang College o Mahemaics

More information

MATH 128A, SUMMER 2009, FINAL EXAM SOLUTION

MATH 128A, SUMMER 2009, FINAL EXAM SOLUTION MATH 28A, SUMME 2009, FINAL EXAM SOLUTION BENJAMIN JOHNSON () (8 poins) [Lagrange Inerpolaion] (a) (4 poins) Le f be a funcion defined a some real numbers x 0,..., x n. Give a defining equaion for he Lagrange

More information

Stability Analysis of EWMA Run-to-Run Controller Subjects to Stochastic Metrology Delay

Stability Analysis of EWMA Run-to-Run Controller Subjects to Stochastic Metrology Delay Preprins of he 8h IFAC World Congress Milano (Ialy) Augus 8 - Sepember, Sabiliy Analysis of EWMA Run-o-Run Conroller Subjecs o Sochasic Merology Delay Bing. Ai*, David Shan-Hill Wong**, Shi-Shang Jang**,

More information

An Invariance for (2+1)-Extension of Burgers Equation and Formulae to Obtain Solutions of KP Equation

An Invariance for (2+1)-Extension of Burgers Equation and Formulae to Obtain Solutions of KP Equation Commun Theor Phys Beijing, China 43 2005 pp 591 596 c Inernaional Academic Publishers Vol 43, No 4, April 15, 2005 An Invariance for 2+1-Eension of Burgers Equaion Formulae o Obain Soluions of KP Equaion

More information

ON THE BEAT PHENOMENON IN COUPLED SYSTEMS

ON THE BEAT PHENOMENON IN COUPLED SYSTEMS 8 h ASCE Specialy Conference on Probabilisic Mechanics and Srucural Reliabiliy PMC-38 ON THE BEAT PHENOMENON IN COUPLED SYSTEMS S. K. Yalla, Suden Member ASCE and A. Kareem, M. ASCE NaHaz Modeling Laboraory,

More information

d 1 = c 1 b 2 - b 1 c 2 d 2 = c 1 b 3 - b 1 c 3

d 1 = c 1 b 2 - b 1 c 2 d 2 = c 1 b 3 - b 1 c 3 and d = c b - b c c d = c b - b c c This process is coninued unil he nh row has been compleed. The complee array of coefficiens is riangular. Noe ha in developing he array an enire row may be divided or

More information

A NOTE ON S(t) AND THE ZEROS OF THE RIEMANN ZETA-FUNCTION

A NOTE ON S(t) AND THE ZEROS OF THE RIEMANN ZETA-FUNCTION Bull. London Mah. Soc. 39 2007 482 486 C 2007 London Mahemaical Sociey doi:10.1112/blms/bdm032 A NOTE ON S AND THE ZEROS OF THE RIEMANN ZETA-FUNCTION D. A. GOLDSTON and S. M. GONEK Absrac Le πs denoe he

More information

CONTROL SYSTEMS, ROBOTICS AND AUTOMATION Vol. XI Control of Stochastic Systems - P.R. Kumar

CONTROL SYSTEMS, ROBOTICS AND AUTOMATION Vol. XI Control of Stochastic Systems - P.R. Kumar CONROL OF SOCHASIC SYSEMS P.R. Kumar Deparmen of Elecrical and Compuer Engineering, and Coordinaed Science Laboraory, Universiy of Illinois, Urbana-Champaign, USA. Keywords: Markov chains, ransiion probabiliies,

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION SUPPLEMENTARY INFORMATION DOI: 0.038/NCLIMATE893 Temporal resoluion and DICE * Supplemenal Informaion Alex L. Maren and Sephen C. Newbold Naional Cener for Environmenal Economics, US Environmenal Proecion

More information

Predator - Prey Model Trajectories and the nonlinear conservation law

Predator - Prey Model Trajectories and the nonlinear conservation law Predaor - Prey Model Trajecories and he nonlinear conservaion law James K. Peerson Deparmen of Biological Sciences and Deparmen of Mahemaical Sciences Clemson Universiy Ocober 28, 213 Ouline Drawing Trajecories

More information

Chapter 6. Systems of First Order Linear Differential Equations

Chapter 6. Systems of First Order Linear Differential Equations Chaper 6 Sysems of Firs Order Linear Differenial Equaions We will only discuss firs order sysems However higher order sysems may be made ino firs order sysems by a rick shown below We will have a sligh

More information

For example, the comb filter generated from. ( ) has a transfer function. e ) has L notches at ω = (2k+1)π/L and L peaks at ω = 2π k/l,

For example, the comb filter generated from. ( ) has a transfer function. e ) has L notches at ω = (2k+1)π/L and L peaks at ω = 2π k/l, Comb Filers The simple filers discussed so far are characeried eiher by a single passband and/or a single sopband There are applicaions where filers wih muliple passbands and sopbands are required The

More information

Research Article The Effect of Initial State Error for Nonlinear Systems with Delay via Iterative Learning Control

Research Article The Effect of Initial State Error for Nonlinear Systems with Delay via Iterative Learning Control Hindawi Publishing Corporaion Advances in Mahemaical Physics Volume 216, Aricle ID 461945, 6 pages hp://dx.doi.org/1.1155/216/461945 Research Aricle The Effec of Iniial Sae Error for Nonlinear Sysems wih

More information

Existence of positive solution for a third-order three-point BVP with sign-changing Green s function

Existence of positive solution for a third-order three-point BVP with sign-changing Green s function Elecronic Journal of Qualiaive Theory of Differenial Equaions 13, No. 3, 1-11; hp://www.mah.u-szeged.hu/ejqde/ Exisence of posiive soluion for a hird-order hree-poin BVP wih sign-changing Green s funcion

More information

POSITIVE AND MONOTONE SYSTEMS IN A PARTIALLY ORDERED SPACE

POSITIVE AND MONOTONE SYSTEMS IN A PARTIALLY ORDERED SPACE Urainian Mahemaical Journal, Vol. 55, No. 2, 2003 POSITIVE AND MONOTONE SYSTEMS IN A PARTIALLY ORDERED SPACE A. G. Mazo UDC 517.983.27 We invesigae properies of posiive and monoone differenial sysems wih

More information

Solutions of Sample Problems for Third In-Class Exam Math 246, Spring 2011, Professor David Levermore

Solutions of Sample Problems for Third In-Class Exam Math 246, Spring 2011, Professor David Levermore Soluions of Sample Problems for Third In-Class Exam Mah 6, Spring, Professor David Levermore Compue he Laplace ransform of f e from is definiion Soluion The definiion of he Laplace ransform gives L[f]s

More information

Finite element method for structural dynamic and stability analyses

Finite element method for structural dynamic and stability analyses Finie elemen mehod for srucural dynamic and sabiliy analyses Modules- & 3 Finie elemen analysis of dynamics of planar russes and frames. Analysis of equaions of moion. Lecure-7: FE modeling of planar srucures:

More information