Stability of a monolithic integrated filteredfeedback

Size: px
Start display at page:

Download "Stability of a monolithic integrated filteredfeedback"

Transcription

1 Stability of a monolithic integrated filteredfeedback laer Jing Zhao, 1,* Daan Lentra, 1 Rui Santo, 1 Michael J.Wale, 2 Meint K. Smit, 1 and Xaveer J.M. Leijten 1 1 COBRA Intitute, Photonic Integration Group, Eindhoven Univerity of Technology, P.O. Box 513, 56MB Eindhoven, the Netherland 2 Oclaro Inc., Cawell, Towceter, Northamptonhire, NN12 8EQ, UK * j.zhao@tue.nl Abtract: We experimentally and theoretically invetigate the tability of a ingle-mode integrated filtered-feedback laer a a function of the electrically controlled feedback phae. We interpret the meaurement in term of feedback-induced dynamic, compare them with the reult from a tability analyi model for conventional feedback, and find good qualitative agreement. 212 Optical Society of America OCIS code: (14.346) Laer; (23.312) Integrated optic device. Reference and link 1. C. H. Henry, Phae noie in emiconductor laer, J. Lightwave Technol. 4(3), (1986). 2. S. Bauer, O. Brox, J. Kreil, B. Sartoriu, M. Radziuna, J. Sieber, H. J. Wünche, and F. Henneberger, Nonlinear dynamic of emiconductor laer with active optical feedback, Phy. Rev. E Stat. Nonlin. Soft Matter Phy. 69(1), 1626 (24). 3. J. Zhao, P. J. William, M. K. Smit, and X. J. M. Leijten, Monolithic integrated filtered-feedback multiwavelength laer, in Proc. Optical Fiber Communication Conf. (OFC 212), Lo Angele, USA, Mar. 4 8, 212, Paper OW1G E. Kleijn, M. K. Smit, M. J. Wale, and X. J. M. Leijten, New two-port multimode interference reflector, in Proc. 16th Eur. Conf. Int. Opt. (ECIO 12), Sitge-Barcelona, Spain, Apr.18 2, (212). 5. M. Youefi and D. Lentra, Dynamical behavior of a emiconductor laer with filtered external optical feedback, IEEE J. Quantum Electron. 35(6), (1999). 6. G. H. M. Van Tartwijk, Semiconductor laer with optical injection and feedback, Thei Amterdam, 76 8&88 9 (1994); ee alo J. Quantum Semicla. Opt. 7, (1995). 7. G. A. Acket, D. Lentra, B. H. Verbeek, and A. J. Den Boef, The influence of feedback intenity on longitudinal mode propertie and optical noie in index-guided emiconductor laer, IEEE J. Quantum Electron. 2(1), (1984). 8. J. Mork, B. Tromborg, and J. Mark, Chao in emiconductor laer with optical feedback: Theory and Experiment, IEEE J. Quantum Electron. 28(1), (1992). 9. S. H. Strogatz, Nonlinear dynamic and chao: with application to phyic, biology, chemitry, and engineering, (Pereu Book, Addion-Weley Publihing, 1994). 1. D. Lentra, B. H. Verbeek, and A. J. Den Boef, Coherence collape in ingle-mode emiconductor laer due to optical feedback, IEEE J. Quantum Electron. 21(6), (1985). 11. G. Liu, X. Jin, and S. L. Chuang, Meaurement of inewidth enhancement factor of emiconductor laer uing an injection-locking technique, IEEE Photon. Technol. Lett. 13(5), (21). 12. I. Petitbon, P. Gallion, G. Debarge, and C. Chabran, Locking bandwidth and relaxation ocillation of an injection-locked emiconductor laer, IEEE J. Quantum Electron. 24(2), (1988). 1. Introduction Single-wavelength laer with narrow linewidth are required in many photonic application field, e.g. in optical communication and ening. One way to realize uch laer i by utilizing feedback from an external mirror. Although the introduction of delayed optical feedback can be diadvantageou a it may caue intabilitie to the laer like the undamping of relaxation ocillation and coherence collape, under uitable condition it can improve particular feature of the laer, uch a enhanced ide mode uppreion and linewidth narrowing [1]. # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B27

2 Many emiconductor external-cavity laer with different feedback configuration have been reported, where mot of them have external cavitie outide the chip and the external cavitie are much longer than the olitary cavity. Unlike the free-pace or fiber-coupled feedback laer ytem, the external cavity of an integrated feedback laer i on-chip and with mall footprint. Compared to an off-chip cavity, the external cavity i at leat two order of magnitude horter, implying better tability, better reproducibility from batch to batch and operation on fater time cale. Here we preent the reult of a theoretical and experimental invetigation of the tability of a monolithically integrated filtered-feedback laer with electrically controlled feedback phae, which i part of a multi-wavelength laer device. A relevant earlier tudy involving a multi-ection laer with phae control i publihed in [2], but it applie to a coupled-cavity laer in the trong coupling limit, wherea our laer operate in the weak-feedback regime, where external cavity mode are non-exitent. In our device, each laer channel operate in ingle wavelength, which ha been achieved by the preence of an arrayed waveguide grating (AWG) filter within the external feedback ection. The experimental tability tudy i obtained by the analyi of the optical and electrical pectra, while the theoretical tudy i baed on a rate equation approach for a ingle-mode laer with conventional external feedback and lead to reult that are in good agreement with experimental finding. 2. Device decription The laer we invetigate here i one channel of an integrated filtered-feedback 4-channel multi-wavelength laer (MWL) with channel pacing of 2 GHz and operating in the C- band, a reported by ome of u earlier [3]. The operation principle of thi MWL can be undertood from it chematic repreentation in Fig. 1(a). The device conit of an array of four Fabry-Pérot (FP) laer, each of which i formed by a emiconductor optical amplifier (SOA) and two on-chip broadband multi-mode interference reflector (MIR) [4] a FPmirror. The MIR provide reflection and tranmiion to and from the laer cavity. The phyical length of each FP-cavity i 82 mm. One ide of each FP-laer i connected to one common arrayed-waveguide grating (AWG) filter through a phae hifter, all on a ingle chip (Fig. 1(b)). Each FP-laer generate a broad pectrum of longitudinal mode, of which the pacing i determined by the FP-cavity length. The AWG multiplexe the light of the FP-laer channel and connect to another on-chip broadband reflector. Thi reflector will reflect the light and ubequently the AWG will demultiplex and route the reflected ignal back to each original FP laer. Only the FP-mode with wavelength within the correponding AWG pa band will have ufficiently low feedback-reduced lo to uppre all other longitudinal mode through gain competition. Hence, each laer will be operating in a ingle mode and the wavelength pacing between the laer i determined by the pacing of the AWG pa band, 2 GHz in thi cae. Thu, the AWG together with the external reflector effectively form an external feedback ection for each FP laer, a hown in Fig. 2. The phae hifting ection (PHS, ee Fig. 1(a)) allow to individually control the feedback phae for each FP-cavity. Each FP-laer ha 49.5 GHz mode pacing, and the two-port MIR forming the cavity have power reflectivity and tranmittivity of R = T = ~.32. The feedback ection i formed by a common 1-port MIR with ~8% reflectivity [4], a ingle AWG channel and a eparate phae hifter for each channel. In the following example we will how recorded pectra for a laer channel that ha an external cavity of ~3. mm phyical length. The AWG i etimated to have 5 db lo per pa. The forward-biaed phae hifter i.35 mm long with negligible lo and phae-hift efficiency of 15 degree per ma per pa, which wa meaured from a tet tructure with a Mach-Zehnder configuration. Including the waveguide and AWG loe back and forth, the effective trength of the feedback i etimated to be 2% of the light tranmitted to the external cavity. # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B271

3 SOA SOA SOA SOA λ 4 λ 3 λ 2 λ 1 PHS PHS PHS PHS SOA4 SOA3 SOA2 SOA1 Reflector AWG (a) (b) Fig. 1. (a) Schematic of the device and (b) Microcopy photograph of the realized device. The chip dimenion are approximately mm. Fig. 2. Schematic of one channel: a FP laer and the external cavity with phae hifter inide; On the bottom, ketche of pectra feature are hown: FP mode (left) and the AWG paband (right). 3. Theory and model The laer under tudy are ubject to filtered feedback [5]. The filtering i achieved by the preence of the AWG. The main purpoe of the AWG i to provide lightly reduced lo for the longitudinal mode that fall within a certain channel, o a to force that laer to operate in one particular mode. A the effective width (3-dB paband) of the AWG pa band filter i ~5 GHz and the laer operate in a ingle mode, while the feedback- induced frequency change i below ~2 GHz, the feedback can be modelled a conventional feedback [6], which implifie the treatment and lead to good qualitative agreement with obervation. iφ( t) + iωt We will expre the optical field inide the laer cavity a Pte () + cc., where the power P and the phaeφ depend lowly on time on the cale of the rapid ocillation implied by the optical frequency ω of the olitary laer. The power i in dimenionle unit, uch that P i the number of photon in the cavity. The variable characterizing the gain i the lowly time-dependent number of electron-hole pair N () t, taken with repect to it threhold value for the olitary laer (i.e. without feedback). In term of the three variable P, φ and N, the equation decribing the time evolution of the laer in the preence of feedback are P = ξnp + 2 γ P( t) P( t τ )co[ φ( t) φ( t τ) + ωτ]; (1) 1 Pt ( τ ) φ = αξn γ in[ φ ( t ) φ ( t τ ) + ωτ ], (2) 2 Pt ( ) N = ( 1 + ξ P) N Γ( P P). T (3) 1 whereξ i the linearized gain coefficient at threhold; γ i the feedback rate, defined a [6] # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B272

4 2 rext (1 r ) γ = (4) τ r with r ext the (amplitude) reflectivity of the external mirror, r the (amplitude) reflectivity of the laer mirror and τ in the internal roundtrip time of the laer cavity. The parameter τ i the feedback delay time and α the linewidth-enhancement factor; T 1 i the effective carrier lifetime for pontaneou recombination at threhold, Γ the cavity decay rate (invere photon lifetime) and P the olitary laer power, given by [6] in J J P thr = Γ where J thr i the olitary threhold current (in unit of electron per econd). Thi complete the model for the dynamical decription of the laer with feedback ection. In the next ection we will tudy the teady-tate olution to the rate Eq. (1)-(3), followed in ec.3.2 by a tability analyi for the correponding tationary tate. 3.1 Stationary tate Single-frequency laer operation correpond to olution of Eq. (1), (2) and (3) atifying (5) P = P ; N = N ; φ =Δ ω t (6) where P, N and Δω are time independent. Thi yield Δ ω = γ + α α + ωτ +Δ ω τ (7) 2 1 in(arc tan ), 2γ = co( +Δ ωτ ), (8) ξ N ωτ P N P Γ = 1 T 1. (9) ξ N + Γ Firt, the frequency hift Δω i numerically olved from Eq. (7). It wa hown by Ref [7]. 2 that, o long the feedback trength atifie C γτ 1+ α < 1, only one ingle olution to Eq. (7) exit. Subtituting thi olution in Eq. (8) yield a value for N, where after the value for P can be evaluated with Eq. (9). Thu we obtain for each etting of the laer, determined by the value of the feedback phae delay ωτ and the olitary laer power P, a et of value for Δ ω, N and P. It i important to note that the applied phae φ p in the phae hifting element will be accounted for in ωτ a well (ee below, at the end of Sec.3.2). 3.2 Stability Now the iue at take i that the tationary tate defined by Eq. (7), (8) and (9) i not alway table. It i known that the tranition from table to untable operation i aociated with a ocalled Hopf bifurcation, which indicate the birth of an undamped relaxation ocillation (RO) [6,8]. If thi happen, there are, among other, the following poible cenario: # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B273

5 1) A elf-utained harmonic RO ha appeared, notable a ocillation in P, N and φ, at a frequency approximately given by with typical value ranging from 1 to 1 GHz. 1 νr = ξ( J Jthr ) (1) 2π 2) The ocillation period may double (frequency halve), often referred to a perioddoubling bifurcation [9]. 3) A the amplitude of the RO increae, higher harmonic appear. 4) The ocillation turn chaotic; in cae the chao i fully developed thi tate of operation i alo referred to a coherence collape [1]. The tability of the tate characterized by Eq. (7)-(9) i invetigated by conidering mall deviation, i.e. putting φ =Δ ω t + δφ; N = N + δn ; P = P + δp. (11) After ubtituting Eq. (11) in Eq. (1)-(3) and Eq. (7)-(9) we obtain, in lowet order, three coupled firt-order differential delay equation for δφ, δ N and δ P, which are analyzed for t olution with time dependence e for complex-valued. Thi lead to a ytem determinant with zeroe in the complex -plane. If at leat one zero ha a poitive real part, the correponding olution Eq. (7)-(9) i untable. Thi ha been invetigated uing the principle of the argument. In thi manner, we have obtained a tability diagram for a laer with delayed feedback indicating whether the laer i table or untable a function of the applied feedback phae φ p (between and 2π ) and the applied pump trength p, where the latter i defined a p ( J Jthr )/ Jthr. The tability diagram i diplayed in Fig. 5(b) of Sec.5.2. Here, the total effective feedback phae ha been taken a ωτ = φp + ω i pi thrτ, where ω i i the (empirical) injectioncurrent-induced frequency hift per ma injection current and I thr i the threhold injection 3 current (in ma), i.e. I thr = 1 qjthr, with q the unit charge. We clearly oberve tilted band of tability and intability, repectively, which connect at 2π. The negative lope of the band i due to the negative current-induced frequency hift of the olitary laer (ee the text pertaining to Fig. 5 in Sec.4). 4. Characterization of the device The meaurement etup i depicted in Fig. 3. The device we invetigated i one channel of the integrated filtered-feedback multi-wavelength laer with external cavity length ~3. mm. The laer chip i mounted on a copper chuck and it temperature i tabilized at 18 C during the meaurement. At thi temperature the laer ha a threhold current of 16 ma. The electrical current applied to the SOA and to the phae hifter, repectively, are provided through two probe needle. A lened fiber mounted on a nano-poitioning tage i ued to collect the light. An optical iolator i ued to avoid the unwanted back reflection into the laer chip. The light # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B274

6 Ipump Iphae PD DC BLOCK LASER CHIP TEC ISO 5% 5% ESA Fig. 3. The meaurement etup. I pump i the laer injection current, and I phae i the current on the phae hifter to tune the feedback phae; TEC denote the temperature controller; ISO i an optical iolator. After the 5/5 coupler, one of the two branche of light i fed to a 5 GHz photodiode, amplified by a low noie amplifier (LNA) and meaured with an electrical pectrum analyzer, while the other branch connect to an optical pectrum analyzer. i analyzed uing a 5 GHz bandwidth photodetector with an 8 GHz 3 db gain low noie amplifier connected to a 5 GHz electrical pectrum analyzer [Agilent E4448A]. A fraction of the light i ent to an optical pectrum analyzer [APEX AP241B] with a high reolution of.16 pm. 4.1 Spectral laing regime Firt, the phae hifter i unbiaed, and the SOA injection current i varied until the laer how a table ingle wavelength laing mode. Then keeping the injection current fixed to that value, the feedback phae hift i lowly wept from to 21 by tep of 15. The optical ignal and the noie intenity ignal are recorded only when there i a clear change in the ignal appearance, and preented in Fig. 4. Strong dynamic have been oberved for certain feedback phae condition, and the ize of thi region varie with the injection current level applied to the SOA. The reult preented in Fig. 4 are obtained by applying a fixed current of 72 ma to the SOA. When there i no extra phae hift applied to the feedback, the laer i very table emitting ingle wavelength with narrow linewidth, where the latter could not be reolved by the.16 pm reolution of the OSA (<2 MHz). The electrical pectrum (Fig. 4(a)) preent a flat and relatively low repone. The relaxation ocillation (RO) frequency i damped below the noie level of the pectrum analyzer. With the feedback phae tuned to 9 (Fig. 4(b)), the laer i not table anymore. The RO become undamped and it i identified a a narrow peak in the electrical pectrum at 6.8 GHz, while in the optical pectrum two erie of ide peak appear at ditance equal to multiple of the RO-frequency on both ide of the central peak. When the phae i increaed (Fig. 4(c)), the laer enter a period-doubling regime, identified by more ide peak in the optical pectrum and a new peak at half the RO frequency in the electrical pectrum. In the next three cae, Fig. 4(c)-4(e), the RO ha developed into a more complicated and ultimately irregular ocillation indicating period doubling and higherharmonic effect, but with the dominant frequency near the RO frequency. Gradually, after entering the intability region, the noie floor increae ignificantly, a een in the noie intenity pectra and optical pectra. The lat cae preented in Fig. 4(e) (ϕ = 21 ) how coherence collaped operation [1] dominated by relaxation ocillation. The different laing regime with different feedback phae are very reproducible. To get a clearer picture of the overall tability of our filtered-feedback laer, the ame phae tuning procedure i repeated for all injection current above threhold, with a tep of 2 ma. The ituation a in Fig. 4(a), ingle wavelength laing with no relaxation ocillation dynamic, i conidered a table. We have identified uch table region and made a tability map plotted in Fig. 5(a). The map diplay the laer tability a a function of the feedback phae (horizontal) and injection current (vertical), where white indicate tability and black indicate intability, which include all other untable regime. With injection current increae, the laer demontrate different table region. The location of thee region change with changing feedback phae. Unfortunately, the full 2π phae hift could not be achieved, OSA # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B275

7 becaue the phae hifter tart to aturate at current beyond ~7 ma and i fully aturated at 1 ma (Fig. 5(a)), thu limiting the maximum feedback tuning to 21. Fig. 4. Intenity noie (dahed line) and optical pectral (olid line) from the ESA and OSA, repectively, for different feedback phae tuning, 9, 15, 18, Stability analyi A wa mentioned in Sec.3.2, we have applied a numerical tability analyi to the laer with feedback by invetigating the dynamical ytem determinant. Uing the value α = 2.6 for the linewidth enhancement factor, a obtained from injection locking meaurement (ee Appendix A), and the external cavity length and lo etimated a above, we find for the cae of injection current of 72 ma (pump trength p~3) that over a phae range interval of about 1 the ingle frequency operation i table, wherea it i untable for other value of the applied feedback phae. Apparently, Fig. 4(a) i within thi tability interval. # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B276

8 Fig. 5. (a) Meaured map of laer tability veru phae hifter current with different injection current. The dark region i the untable region and the bright region i the table region. (b) Theoretical tability diagram for a ingle-mode laer v. pump trength p (vertical) and feedback phae (horizontal), with p defined a p = ( J J thr )/ J thr. Color white denote table 9 1 operation; black denote untable. Parameter are: feedback rate 5 1 ; feedback delay time and α = 2.6 ; the injection-current-induced frequency hift of the olitary laer i.6 GHz/mA. The mot left column give the relaxation ocillation frequency in GHz. Figure 5(b) i the tability map generated from the theoretical model. The tability ituation i recorded a a function of the feedback phae (-2π; horizontal axi) and pump trength (injection current from threhold up to 8 ma, p = 4). The parameter value ued for thi diagram are given in the caption. It i to be noted that zero phae on the horizontal cale in Fig. 5(b) i arbitrary; it doe not necearily coincide with zero current in Fig. 5(a). Comparing thi with the meaured map Fig. 5(a), the tructure of table and untable band with negative lope how good qualitative agreement between experiment and theory, although theory predict wider untable band. The lope i due to the injection current induced phae hift inide the FP laer cavity. 5. Dicuion and concluion An integrated laer with a filtered-feedback configuration ha been realized. The external cavity i integrated on the chip and the phae of the feedback can be controlled via an integrated phae hifter. We have meaured the laer feedback dynamic a a function of the feedback phae and injection current. By changing the feedback phae, the laer can be et to operate in a table ingle-frequency tate a well a in variou untable tate. Comparion of the meaurement with the reult from a tability model, confirm that the theory i applicable to a laer with hort and integrated feedback. We are able to imulate the tability of the device with repect to pump current, feedback phae and delay time. Thi will allow further optimized deign for integrated filtered-feedback laer that will how le or no feedback phae enitivity, thu improving the laer tability and implicity of the circuit. Appendix: linewidth-enhancement factor The linewidth-enhancement factor (α) i one of the key parameter for emiconductor laer. Thi factor i alo ued in the model dicued in ection 3, where it i taken a 2.6. Thi appendix will decribe how the value 2.6 for α i meaured. The determination of the α i baed on meauring the injection-locking range of the laer [11]. The FP-laer in thi meaurement i a tet laer with identical deign of the olitary laer in the filtered-feedback multi-wavelength laer, and i fabricated under the ame technology. # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B277

9 The meaurement etup i hown in Fig. 6. An optical pectrum analyzer (OSA, APEX) i ued to meaure the optical pectra of the tet laer and the mater laer. The tunable mater laer (Agilent 861B) and the MIR baed FP laer were both temperature tabilized during the meaurement. The tunable laer wa et to a certain output power, and wa attenuated by a variable optical attenuator. After the attenuator, the light wa connected to a polarizing beam plitter (PBS) through a polarization controller (PC). The PC tune the TE output from the PBS to the maximum, and the TE light i injected into the FP laer via a polarizationmaintaining (PM) fiber. On the other ide of the chip, a lened fiber i aligned to the output facet of the FP laer to couple out the output light, and the light i ent to an APEX optical pectrum analyzer (OSA) for pectral analyi of the emiion. TUNABLE LASER PC ATTENUATOR PM FIBER POLARIZING BEAM SPLITER DUT OPTICAL SPECTRUM ANALYZER Fig. 6. Injection locking meaurement etup. DUT i the device under tet. See the text for other detail. 2 Unlocked Region Detuning (GHz) Unlocked Region Locked Region f max f min Square root of injection power [mw 1/2 ] Fig. 7. Frequency locking range dependence on injected power. FP laer i under injection current of 35 ma at 18 C. The locking range of thi FP laer at 35mA pump current for a longitudinal mode around 1545 nm i meaured. The locked region i determined by both frequency detuning and the external injection light power at a fixed laer pump current. At each injecting power, the wavelength i wept from below and above the frequency of thi mode, and the frequencie when the mode loe locking are recorded and plotted in Fig. 7 veru the quare root of the injection power. The boundarie of the locking region are fitted by the two line. Outide thi area i the unlocked i unlocked region, where the injection level i too low or the detuning i too high to reach injection-locking condition. According to [11,12], the linewidth 2 enhancement factor can be obtained a α = ( Δf max / Δf min ) 1. The ratio of the two lope of the boundarie of the locking region i independent of the optical power. The linewidth enhancement factor of the active material can be etimated to be 2.6. # $15. USD Received 1 Oct 212; accepted 7 Nov 212; publihed 29 Nov December 212 / Vol. 2, No. 26 / OPTICS EXPRESS B278

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity Chapter 1 Baic Decription of Laer Diode Dynamic by Spatially Averaged Rate Equation: Condition of Validity A laer diode i a device in which an electric current input i converted to an output of photon.

More information

THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER

THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER Proceeding of IMAC XXXI Conference & Expoition on Structural Dynamic February -4 Garden Grove CA USA THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER Yung-Sheng Hu Neil S Ferguon

More information

Noise Effects on Two Excitable Systems: Semiconductor Laser and Neuron Network Oscillations

Noise Effects on Two Excitable Systems: Semiconductor Laser and Neuron Network Oscillations Noie Effect on Two Excitable Sytem: Semiconductor Laer and Neuron Network Ocillation Athena Pan, Wei-Mien Mendy Hu Department of Phyic, Univerity of California, San Diego I. Introduction An excitable ytem

More information

Determination of the local contrast of interference fringe patterns using continuous wavelet transform

Determination of the local contrast of interference fringe patterns using continuous wavelet transform Determination of the local contrat of interference fringe pattern uing continuou wavelet tranform Jong Kwang Hyok, Kim Chol Su Intitute of Optic, Department of Phyic, Kim Il Sung Univerity, Pyongyang,

More information

Bogoliubov Transformation in Classical Mechanics

Bogoliubov Transformation in Classical Mechanics Bogoliubov Tranformation in Claical Mechanic Canonical Tranformation Suppoe we have a et of complex canonical variable, {a j }, and would like to conider another et of variable, {b }, b b ({a j }). How

More information

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays Gain and Phae Margin Baed Delay Dependent Stability Analyi of Two- Area LFC Sytem with Communication Delay Şahin Sönmez and Saffet Ayaun Department of Electrical Engineering, Niğde Ömer Halidemir Univerity,

More information

Emittance limitations due to collective effects for the TOTEM beams

Emittance limitations due to collective effects for the TOTEM beams LHC Project ote 45 June 0, 004 Elia.Metral@cern.ch Andre.Verdier@cern.ch Emittance limitation due to collective effect for the TOTEM beam E. Métral and A. Verdier, AB-ABP, CER Keyword: TOTEM, collective

More information

Stable Soliton Propagation in a System with Spectral Filtering and Nonlinear Gain

Stable Soliton Propagation in a System with Spectral Filtering and Nonlinear Gain  Fiber and Integrated Optic, 19:31] 41, 000 Copyright Q 000 Taylor & Franci 0146-8030 r00 $1.00 q.00 Stable Soliton Propagation in a Sytem with Spectral Filtering and Nonlinear Gain  MARIO F. S. FERREIRA

More information

Dynamic Stability Analysis for a Self Mixing Interferometry

Dynamic Stability Analysis for a Self Mixing Interferometry Univerity of Wollongong Reearch Online Univerity of Wollongong Thei Collection 1954-16 Univerity of Wollongong Thei Collection 16 Dynamic Stability Analyi for a Self Mixing Interferometry Yuanlong Fan

More information

Lecture 10 Filtering: Applied Concepts

Lecture 10 Filtering: Applied Concepts Lecture Filtering: Applied Concept In the previou two lecture, you have learned about finite-impule-repone (FIR) and infinite-impule-repone (IIR) filter. In thee lecture, we introduced the concept of filtering

More information

Mechanics. Free rotational oscillations. LD Physics Leaflets P Measuring with a hand-held stop-clock. Oscillations Torsion pendulum

Mechanics. Free rotational oscillations. LD Physics Leaflets P Measuring with a hand-held stop-clock. Oscillations Torsion pendulum Mechanic Ocillation Torion pendulum LD Phyic Leaflet P.5.. Free rotational ocillation Meauring with a hand-held top-clock Object of the experiment g Meauring the amplitude of rotational ocillation a function

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION DOI: 10.1038/NPHOTON.014.108 Supplementary Information "Spin angular momentum and tunable polarization in high harmonic generation" Avner Fleicher, Ofer Kfir, Tzvi Dikin, Pavel Sidorenko, and Oren Cohen

More information

III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES

III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SBSTANCES. Work purpoe The analyi of the behaviour of a ferroelectric ubtance placed in an eternal electric field; the dependence of the electrical polariation

More information

GNSS Solutions: What is the carrier phase measurement? How is it generated in GNSS receivers? Simply put, the carrier phase

GNSS Solutions: What is the carrier phase measurement? How is it generated in GNSS receivers? Simply put, the carrier phase GNSS Solution: Carrier phae and it meaurement for GNSS GNSS Solution i a regular column featuring quetion and anwer about technical apect of GNSS. Reader are invited to end their quetion to the columnit,

More information

SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD

SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD S.P. Teeuwen, I. Erlich U. Bachmann Univerity of Duiburg, Germany Department of Electrical Power Sytem

More information

CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS

CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.1 INTRODUCTION 8.2 REDUCED ORDER MODEL DESIGN FOR LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.3

More information

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog Chapter Sampling and Quantization.1 Analog and Digital Signal In order to invetigate ampling and quantization, the difference between analog and digital ignal mut be undertood. Analog ignal conit of continuou

More information

Massachusetts Institute of Technology Dynamics and Control II

Massachusetts Institute of Technology Dynamics and Control II I E Maachuett Intitute of Technology Department of Mechanical Engineering 2.004 Dynamic and Control II Laboratory Seion 5: Elimination of Steady-State Error Uing Integral Control Action 1 Laboratory Objective:

More information

Lecture #9 Continuous time filter

Lecture #9 Continuous time filter Lecture #9 Continuou time filter Oliver Faut December 5, 2006 Content Review. Motivation......................................... 2 2 Filter pecification 2 2. Low pa..........................................

More information

CHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL

CHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL 98 CHAPTER DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL INTRODUCTION The deign of ytem uing tate pace model for the deign i called a modern control deign and it i

More information

PDF hosted at the Radboud Repository of the Radboud University Nijmegen

PDF hosted at the Radboud Repository of the Radboud University Nijmegen PDF hoted at the Radboud Repoitory of the Radboud Univerity Nijmegen The following full text i an author' verion which may differ from the publiher' verion. For additional information about thi publication

More information

NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH

NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH International Journal of Electrical, Electronic and Data Communication, ISSN: 232-284 Volume-3, Iue-8, Aug.-25 NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH

More information

Hybrid Projective Dislocated Synchronization of Liu Chaotic System Based on Parameters Identification

Hybrid Projective Dislocated Synchronization of Liu Chaotic System Based on Parameters Identification www.ccenet.org/ma Modern Applied Science Vol. 6, No. ; February Hybrid Projective Dilocated Synchronization of Liu Chaotic Sytem Baed on Parameter Identification Yanfei Chen College of Science, Guilin

More information

arxiv: v3 [hep-ph] 15 Sep 2009

arxiv: v3 [hep-ph] 15 Sep 2009 Determination of β in B J/ψK+ K Decay in the Preence of a K + K S-Wave Contribution Yuehong Xie, a Peter Clarke, b Greig Cowan c and Franz Muheim d arxiv:98.367v3 [hep-ph 15 Sep 9 School of Phyic and Atronomy,

More information

Digital Control System

Digital Control System Digital Control Sytem - A D D A Micro ADC DAC Proceor Correction Element Proce Clock Meaurement A: Analog D: Digital Continuou Controller and Digital Control Rt - c Plant yt Continuou Controller Digital

More information

ECEN620: Network Theory Broadband Circuit Design Fall 2018

ECEN620: Network Theory Broadband Circuit Design Fall 2018 ECEN60: Network Theory Broadband Circuit Deign Fall 08 Lecture 6: Loop Filter Circuit Sam Palermo Analog & Mixed-Signal Center Texa A&M Univerity Announcement HW i due Oct Require tranitor-level deign

More information

Cooperative upconversion as the gain-limiting factor in Er doped miniature Al 2 O 3 optical waveguide amplifiers

Cooperative upconversion as the gain-limiting factor in Er doped miniature Al 2 O 3 optical waveguide amplifiers JOURNAL OF APPLIED PHYSICS VOLUME 93, NUMBER 9 1 MAY 2003 Cooperative upconverion a the gain-limiting factor in Er doped miniature Al 2 O 3 optical waveguide amplifier P. G. Kik a) and A. Polman F.O.M.

More information

Solutions. Digital Control Systems ( ) 120 minutes examination time + 15 minutes reading time at the beginning of the exam

Solutions. Digital Control Systems ( ) 120 minutes examination time + 15 minutes reading time at the beginning of the exam BSc - Sample Examination Digital Control Sytem (5-588-) Prof. L. Guzzella Solution Exam Duration: Number of Quetion: Rating: Permitted aid: minute examination time + 5 minute reading time at the beginning

More information

Observing Condensations in Atomic Fermi Gases

Observing Condensations in Atomic Fermi Gases Oberving Condenation in Atomic Fermi Gae (Term Eay for 498ESM, Spring 2004) Ruqing Xu Department of Phyic, UIUC (May 6, 2004) Abtract Oberving condenation in a ga of fermion ha been another intereting

More information

Advanced D-Partitioning Analysis and its Comparison with the Kharitonov s Theorem Assessment

Advanced D-Partitioning Analysis and its Comparison with the Kharitonov s Theorem Assessment Journal of Multidiciplinary Engineering Science and Technology (JMEST) ISSN: 59- Vol. Iue, January - 5 Advanced D-Partitioning Analyi and it Comparion with the haritonov Theorem Aement amen M. Yanev Profeor,

More information

Question 1 Equivalent Circuits

Question 1 Equivalent Circuits MAE 40 inear ircuit Fall 2007 Final Intruction ) Thi exam i open book You may ue whatever written material you chooe, including your cla note and textbook You may ue a hand calculator with no communication

More information

An Image-encoded Mach-Zehnder Joint Transform Correlator for Polychromatic Pattern Recognition with Multi-level Quantized Reference Functions

An Image-encoded Mach-Zehnder Joint Transform Correlator for Polychromatic Pattern Recognition with Multi-level Quantized Reference Functions Proceeding of the International MultiConference of Engineer and Computer Scientit 008 Vol I IMECS 008, 19-1 March, 008, Hong Kong An Image-encoded Mach-Zehnder Joint Tranform Correlator for Polychromatic

More information

THE PARAMETERIZATION OF ALL TWO-DEGREES-OF-FREEDOM SEMISTRONGLY STABILIZING CONTROLLERS. Tatsuya Hoshikawa, Kou Yamada and Yuko Tatsumi

THE PARAMETERIZATION OF ALL TWO-DEGREES-OF-FREEDOM SEMISTRONGLY STABILIZING CONTROLLERS. Tatsuya Hoshikawa, Kou Yamada and Yuko Tatsumi International Journal of Innovative Computing, Information Control ICIC International c 206 ISSN 349-498 Volume 2, Number 2, April 206 pp. 357 370 THE PARAMETERIZATION OF ALL TWO-DEGREES-OF-FREEDOM SEMISTRONGLY

More information

pss Modeling quantum dot lasers with optical feedback: sensitivity of bifurcation scenarios Feature Article solidi physica status

pss Modeling quantum dot lasers with optical feedback: sensitivity of bifurcation scenarios Feature Article solidi physica status Phy. Statu Solidi B 247, No. 4, 829 845 (2010) / DOI 10.1002/pb.200945434 Modeling quantum dot laer with optical feedback: enitivity of bifurcation cenario phyica p tatu olidi baic olid tate phyic Feature

More information

Theoretical study of the dual harmonic system and its application on the CSNS/RCS

Theoretical study of the dual harmonic system and its application on the CSNS/RCS Theoretical tudy of the dual harmonic ytem and it application on the CSNS/RCS Yao-Shuo Yuan, Na Wang, Shou-Yan Xu, Yue Yuan, and Sheng Wang Dongguan branch, Intitute of High Energy Phyic, CAS, Guangdong

More information

LOAD FREQUENCY CONTROL OF MULTI AREA INTERCONNECTED SYSTEM WITH TCPS AND DIVERSE SOURCES OF POWER GENERATION

LOAD FREQUENCY CONTROL OF MULTI AREA INTERCONNECTED SYSTEM WITH TCPS AND DIVERSE SOURCES OF POWER GENERATION G.J. E.D.T.,Vol.(6:93 (NovemberDecember, 03 ISSN: 39 793 LOAD FREQUENCY CONTROL OF MULTI AREA INTERCONNECTED SYSTEM WITH TCPS AND DIVERSE SOURCES OF POWER GENERATION C.Srinivaa Rao Dept. of EEE, G.Pullaiah

More information

A Simplified Methodology for the Synthesis of Adaptive Flight Control Systems

A Simplified Methodology for the Synthesis of Adaptive Flight Control Systems A Simplified Methodology for the Synthei of Adaptive Flight Control Sytem J.ROUSHANIAN, F.NADJAFI Department of Mechanical Engineering KNT Univerity of Technology 3Mirdamad St. Tehran IRAN Abtract- A implified

More information

Improving the Efficiency of a Digital Filtering Scheme for Diabatic Initialization

Improving the Efficiency of a Digital Filtering Scheme for Diabatic Initialization 1976 MONTHLY WEATHER REVIEW VOLUME 15 Improving the Efficiency of a Digital Filtering Scheme for Diabatic Initialization PETER LYNCH Met Éireann, Dublin, Ireland DOMINIQUE GIARD CNRM/GMAP, Météo-France,

More information

Wolfgang Hofle. CERN CAS Darmstadt, October W. Hofle feedback systems

Wolfgang Hofle. CERN CAS Darmstadt, October W. Hofle feedback systems Wolfgang Hofle Wolfgang.Hofle@cern.ch CERN CAS Darmtadt, October 9 Feedback i a mechanim that influence a ytem by looping back an output to the input a concept which i found in abundance in nature and

More information

The Influence of Landau Damping on Multi Bunch Instabilities

The Influence of Landau Damping on Multi Bunch Instabilities Univerität Dortmund The Influence of Landau Damping on Multi Bunch Intabilitie A Baic Coure on Landau Damping + A Few Implication Prof. Dr. Thoma Wei Department of Phyic / Dortmund Univerity Riezlern,

More information

MODELING OF NEGATIVE INFLUENCES AT THE SIGNAL TRANSMISSION IN THE OPTICAL MEDIUM. Rastislav Róka, Filip Čertík

MODELING OF NEGATIVE INFLUENCES AT THE SIGNAL TRANSMISSION IN THE OPTICAL MEDIUM. Rastislav Róka, Filip Čertík MODELING OF NEGATIVE INFLUENCES AT THE SIGNAL TRANSMISSION IN THE OPTICAL MEDIUM Ratilav Róka, Filip Čertík Intitute of Telecommunication, FEEIT, Slovak Univerity of Technology in Bratilava E-mail: ratilav.roka@tuba.k,

More information

An estimation approach for autotuning of event-based PI control systems

An estimation approach for autotuning of event-based PI control systems Acta de la XXXIX Jornada de Automática, Badajoz, 5-7 de Septiembre de 08 An etimation approach for autotuning of event-baed PI control ytem Joé Sánchez Moreno, María Guinaldo Loada, Sebatián Dormido Departamento

More information

11.2 Stability. A gain element is an active device. One potential problem with every active circuit is its stability

11.2 Stability. A gain element is an active device. One potential problem with every active circuit is its stability 5/7/2007 11_2 tability 1/2 112 tability eading Aignment: pp 542-548 A gain element i an active device One potential problem with every active circuit i it tability HO: TABIITY Jim tile The Univ of Kana

More information

Nonlinear Single-Particle Dynamics in High Energy Accelerators

Nonlinear Single-Particle Dynamics in High Energy Accelerators Nonlinear Single-Particle Dynamic in High Energy Accelerator Part 6: Canonical Perturbation Theory Nonlinear Single-Particle Dynamic in High Energy Accelerator Thi coure conit of eight lecture: 1. Introduction

More information

Modeling of seed magnetic island formation

Modeling of seed magnetic island formation EUROFUSION WPMST1-PR(16) 15656 IG Miron et al. Modeling of eed magnetic iland formation Preprint of Paper to be ubmitted for publication in 43rd European Phyical Society Conference on Plama Phyic (EPS)

More information

Lecture 6: Resonance II. Announcements

Lecture 6: Resonance II. Announcements EES 5 Spring 4, Lecture 6 Lecture 6: Reonance II EES 5 Spring 4, Lecture 6 Announcement The lab tart thi week You mut how up for lab to tay enrolled in the coure. The firt lab i available on the web ite,

More information

Codes Correcting Two Deletions

Codes Correcting Two Deletions 1 Code Correcting Two Deletion Ryan Gabry and Frederic Sala Spawar Sytem Center Univerity of California, Lo Angele ryan.gabry@navy.mil fredala@ucla.edu Abtract In thi work, we invetigate the problem of

More information

General Topology of a single stage microwave amplifier

General Topology of a single stage microwave amplifier General Topology of a ingle tage microwave amplifier Tak of MATCH network (in and out): To preent at the active device uitable impedance Z and Z S Deign Step The deign of a mall ignal microwave amplifier

More information

in a circular cylindrical cavity K. Kakazu Department of Physics, University of the Ryukyus, Okinawa , Japan Y. S. Kim

in a circular cylindrical cavity K. Kakazu Department of Physics, University of the Ryukyus, Okinawa , Japan Y. S. Kim Quantization of electromagnetic eld in a circular cylindrical cavity K. Kakazu Department of Phyic, Univerity of the Ryukyu, Okinawa 903-0, Japan Y. S. Kim Department of Phyic, Univerity of Maryland, College

More information

84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if

84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if Commun. Theor. Phy. (Beijing, China) 39 (003) pp. 83{88 c International Academic Publiher Vol. 39, No. 1, January 15, 003 Theoretical Analyi of Neutron Double-Dierential Cro Section of n+ 11 B at 14. MeV

More information

Control Systems Analysis and Design by the Root-Locus Method

Control Systems Analysis and Design by the Root-Locus Method 6 Control Sytem Analyi and Deign by the Root-Locu Method 6 1 INTRODUCTION The baic characteritic of the tranient repone of a cloed-loop ytem i cloely related to the location of the cloed-loop pole. If

More information

Chapter 5 Consistency, Zero Stability, and the Dahlquist Equivalence Theorem

Chapter 5 Consistency, Zero Stability, and the Dahlquist Equivalence Theorem Chapter 5 Conitency, Zero Stability, and the Dahlquit Equivalence Theorem In Chapter 2 we dicued convergence of numerical method and gave an experimental method for finding the rate of convergence (aka,

More information

Molecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions

Molecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions Original Paper orma, 5, 9 7, Molecular Dynamic Simulation of Nonequilibrium Effect ociated with Thermally ctivated Exothermic Reaction Jerzy GORECKI and Joanna Natalia GORECK Intitute of Phyical Chemitry,

More information

On the Isentropic Forchheimer s Sound Waves Propagation in a Cylindrical Tube Filled with a Porous Media

On the Isentropic Forchheimer s Sound Waves Propagation in a Cylindrical Tube Filled with a Porous Media 5th WSEAS Int. Conf. on FLUID MECHANICS (FLUIDS') Acapulco, Mexico, January 5-7, On the Ientropic Forchheimer Sound Wave Propagation in a Cylindrical Tube Filled with a Porou Media H. M. Dwairi Civil Engineering

More information

Root Locus Contents. Root locus, sketching algorithm. Root locus, examples. Root locus, proofs. Root locus, control examples

Root Locus Contents. Root locus, sketching algorithm. Root locus, examples. Root locus, proofs. Root locus, control examples Root Locu Content Root locu, ketching algorithm Root locu, example Root locu, proof Root locu, control example Root locu, influence of zero and pole Root locu, lead lag controller deign 9 Spring ME45 -

More information

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis Proceeding of 01 4th International Conference on Machine Learning and Computing IPCSIT vol. 5 (01) (01) IACSIT Pre, Singapore Evolutionary Algorithm Baed Fixed Order Robut Controller Deign and Robutne

More information

Demonstration of inverse scattering in optical coherence tomography

Demonstration of inverse scattering in optical coherence tomography Demontration of invere cattering in optical coherence tomography Tyler S. Ralton a,b, Dan Mark a,b, P. Scott Carney a,b, and Stephen A. Boppart a,b,c,* a Beckman ntitute for Advanced Science and Technology

More information

Lecture 8 - SISO Loop Design

Lecture 8 - SISO Loop Design Lecture 8 - SISO Loop Deign Deign approache, given pec Loophaping: in-band and out-of-band pec Fundamental deign limitation for the loop Gorinevky Control Engineering 8-1 Modern Control Theory Appy reult

More information

Calculation of the temperature of boundary layer beside wall with time-dependent heat transfer coefficient

Calculation of the temperature of boundary layer beside wall with time-dependent heat transfer coefficient Ŕ periodica polytechnica Mechanical Engineering 54/1 21 15 2 doi: 1.3311/pp.me.21-1.3 web: http:// www.pp.bme.hu/ me c Periodica Polytechnica 21 RESERCH RTICLE Calculation of the temperature of boundary

More information

Control of Delayed Integrating Processes Using Two Feedback Controllers R MS Approach

Control of Delayed Integrating Processes Using Two Feedback Controllers R MS Approach Proceeding of the 7th WSEAS International Conference on SYSTEM SCIENCE and SIMULATION in ENGINEERING (ICOSSSE '8) Control of Delayed Integrating Procee Uing Two Feedback Controller R MS Approach LIBOR

More information

Efficient Methods of Doppler Processing for Coexisting Land and Weather Clutter

Efficient Methods of Doppler Processing for Coexisting Land and Weather Clutter Efficient Method of Doppler Proceing for Coexiting Land and Weather Clutter Ça gatay Candan and A Özgür Yılmaz Middle Eat Technical Univerity METU) Ankara, Turkey ccandan@metuedutr, aoyilmaz@metuedutr

More information

Liquid cooling

Liquid cooling SKiiPPACK no. 3 4 [ 1- exp (-t/ τ )] + [( P + P )/P ] R [ 1- exp (-t/ τ )] Z tha tot3 = R ν ν tot1 tot tot3 thaa-3 aa 3 ν= 1 3.3.6. Liquid cooling The following table contain the characteritic R ν and

More information

Finding the location of switched capacitor banks in distribution systems based on wavelet transform

Finding the location of switched capacitor banks in distribution systems based on wavelet transform UPEC00 3t Aug - 3rd Sept 00 Finding the location of witched capacitor bank in ditribution ytem baed on wavelet tranform Bahram nohad Shahid Chamran Univerity in Ahvaz bahramnohad@yahoo.com Mehrdad keramatzadeh

More information

Homework 12 Solution - AME30315, Spring 2013

Homework 12 Solution - AME30315, Spring 2013 Homework 2 Solution - AME335, Spring 23 Problem :[2 pt] The Aerotech AGS 5 i a linear motor driven XY poitioning ytem (ee attached product heet). A friend of mine, through careful experimentation, identified

More information

Advanced Digital Signal Processing. Stationary/nonstationary signals. Time-Frequency Analysis... Some nonstationary signals. Time-Frequency Analysis

Advanced Digital Signal Processing. Stationary/nonstationary signals. Time-Frequency Analysis... Some nonstationary signals. Time-Frequency Analysis Advanced Digital ignal Proceing Prof. Nizamettin AYDIN naydin@yildiz.edu.tr Time-Frequency Analyi http://www.yildiz.edu.tr/~naydin 2 tationary/nontationary ignal Time-Frequency Analyi Fourier Tranform

More information

A Simple Approach to Synthesizing Naïve Quantized Control for Reference Tracking

A Simple Approach to Synthesizing Naïve Quantized Control for Reference Tracking A Simple Approach to Syntheizing Naïve Quantized Control for Reference Tracking SHIANG-HUA YU Department of Electrical Engineering National Sun Yat-Sen Univerity 70 Lien-Hai Road, Kaohiung 804 TAIAN Abtract:

More information

Supplementary Figures

Supplementary Figures Supplementary Figure Supplementary Figure S1: Extraction of the SOF. The tandard deviation of meaured V xy at aturated tate (between 2.4 ka/m and 12 ka/m), V 2 d Vxy( H, j, hm ) Vxy( H, j, hm ) 2. The

More information

Reliability Analysis of Embedded System with Different Modes of Failure Emphasizing Reboot Delay

Reliability Analysis of Embedded System with Different Modes of Failure Emphasizing Reboot Delay International Journal of Applied Science and Engineering 3., 4: 449-47 Reliability Analyi of Embedded Sytem with Different Mode of Failure Emphaizing Reboot Delay Deepak Kumar* and S. B. Singh Department

More information

Online supplementary information

Online supplementary information Electronic Supplementary Material (ESI) for Soft Matter. Thi journal i The Royal Society of Chemitry 15 Online upplementary information Governing Equation For the vicou flow, we aume that the liquid thickne

More information

Real Sources (Secondary Sources) Phantom Source (Primary source) LS P. h rl. h rr. h ll. h lr. h pl. h pr

Real Sources (Secondary Sources) Phantom Source (Primary source) LS P. h rl. h rr. h ll. h lr. h pl. h pr Ecient frequency domain ltered-x realization of phantom ource iet C.W. ommen, Ronald M. Aart, Alexander W.M. Mathijen, John Gara, Haiyan He Abtract A phantom ound ource i a virtual ound image which can

More information

Simple Observer Based Synchronization of Lorenz System with Parametric Uncertainty

Simple Observer Based Synchronization of Lorenz System with Parametric Uncertainty IOSR Journal of Electrical and Electronic Engineering (IOSR-JEEE) ISSN: 78-676Volume, Iue 6 (Nov. - Dec. 0), PP 4-0 Simple Oberver Baed Synchronization of Lorenz Sytem with Parametric Uncertainty Manih

More information

SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lectures 41-48)

SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lectures 41-48) Chapter 5 SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lecture 41-48) 5.1 Introduction Power ytem hould enure good quality of electric power upply, which mean voltage and current waveform hould

More information

Soft Polymer Magnetic Nanocomposites: Microstructure Patterning by Magnetophoretic. Transport and Self-Assembly. Suvojit Ghosh and Ishwar K.

Soft Polymer Magnetic Nanocomposites: Microstructure Patterning by Magnetophoretic. Transport and Self-Assembly. Suvojit Ghosh and Ishwar K. Electronic Supplementary Material (ESI) for Soft Matter Thi journal i The Royal Society of Chemitry 1 Soft Polymer Magnetic Nanocompoite: Microtructure Patterning by Magnetophoretic Tranport and Self-Aembly

More information

Robust Mould Level Control

Robust Mould Level Control 5 American Control Conference June 8-1, 5. Portland, OR, USA ThA9.4 Robut Mould Level Control J. Schuurman, A. Kamperman, B. Middel, P.F.A van den Boch Abtract In the firt year of production ince, the

More information

USING NONLINEAR CONTROL ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS

USING NONLINEAR CONTROL ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS October 12-17, 28, Beijing, China USING NONLINEAR CONTR ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS T.Y. Yang 1 and A. Schellenberg 2 1 Pot Doctoral Scholar, Dept. of Civil and Env. Eng.,

More information

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get Lecture 25 Introduction to Some Matlab c2d Code in Relation to Sampled Sytem here are many way to convert a continuou time function, { h( t) ; t [0, )} into a dicrete time function { h ( k) ; k {0,,, }}

More information

PI control system design for Electromagnetic Molding Machine based on Linear Programing

PI control system design for Electromagnetic Molding Machine based on Linear Programing PI control ytem deign for Electromagnetic Molding Machine baed on Linear Programing Takayuki Ihizaki, Kenji Kahima, Jun-ichi Imura*, Atuhi Katoh and Hirohi Morita** Abtract In thi paper, we deign a PI

More information

Chapter 13. Root Locus Introduction

Chapter 13. Root Locus Introduction Chapter 13 Root Locu 13.1 Introduction In the previou chapter we had a glimpe of controller deign iue through ome imple example. Obviouly when we have higher order ytem, uch imple deign technique will

More information

Theory of energy evolution in laser resonators with saturated gain and non-saturated loss

Theory of energy evolution in laser resonators with saturated gain and non-saturated loss Theory of energy evolution in laer reonator with urated gain and non-urated lo S. K. Turityn Photonic Reearch Group, Department of lectronic ngineering, Aton Univerity, Birmingham B4 7T, UK..k.turityn@aton.ac.uk

More information

Stability. ME 344/144L Prof. R.G. Longoria Dynamic Systems and Controls/Lab. Department of Mechanical Engineering The University of Texas at Austin

Stability. ME 344/144L Prof. R.G. Longoria Dynamic Systems and Controls/Lab. Department of Mechanical Engineering The University of Texas at Austin Stability The tability of a ytem refer to it ability or tendency to eek a condition of tatic equilibrium after it ha been diturbed. If given a mall perturbation from the equilibrium, it i table if it return.

More information

1 Basic Equations of the PLLs

1 Basic Equations of the PLLs 1 Baic Equation of the PLL 1.1 INTRODUCTION Phae lock loop (PLL) belong to a larger et of regulation ytem. A an independent reearch and deign field it tarted in the 1950 [1] and gained major practical

More information

Design of Digital Filters

Design of Digital Filters Deign of Digital Filter Paley-Wiener Theorem [ ] ( ) If h n i a caual energy ignal, then ln H e dω< B where B i a finite upper bound. One implication of the Paley-Wiener theorem i that a tranfer function

More information

AP Physics Quantum Wrap Up

AP Physics Quantum Wrap Up AP Phyic Quantum Wrap Up Not too many equation in thi unit. Jut a few. Here they be: E hf pc Kmax hf Thi i the equation for the energy of a photon. The hf part ha to do with Planck contant and frequency.

More information

SIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuits II. Solutions to Assignment 3 February 2005.

SIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuits II. Solutions to Assignment 3 February 2005. SIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuit II Solution to Aignment 3 February 2005. Initial Condition Source 0 V battery witch flip at t 0 find i 3 (t) Component value:

More information

EE 4443/5329. LAB 3: Control of Industrial Systems. Simulation and Hardware Control (PID Design) The Inverted Pendulum. (ECP Systems-Model: 505)

EE 4443/5329. LAB 3: Control of Industrial Systems. Simulation and Hardware Control (PID Design) The Inverted Pendulum. (ECP Systems-Model: 505) EE 4443/5329 LAB 3: Control of Indutrial Sytem Simulation and Hardware Control (PID Deign) The Inverted Pendulum (ECP Sytem-Model: 505) Compiled by: Nitin Swamy Email: nwamy@lakehore.uta.edu Email: okuljaca@lakehore.uta.edu

More information

NAME (pinyin/italian)... MATRICULATION NUMBER... SIGNATURE

NAME (pinyin/italian)... MATRICULATION NUMBER... SIGNATURE POLITONG SHANGHAI BASIC AUTOMATIC CONTROL June Academic Year / Exam grade NAME (pinyin/italian)... MATRICULATION NUMBER... SIGNATURE Ue only thee page (including the bac) for anwer. Do not ue additional

More information

Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization

Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization Finite Element Analyi of a Fiber Bragg Grating Accelerometer for Performance Optimization N. Baumallick*, P. Biwa, K. Dagupta and S. Bandyopadhyay Fiber Optic Laboratory, Central Gla and Ceramic Reearch

More information

CHARGING OF DUST IN A NEGATIVE ION PLASMA (APS DPP-06 Poster LP )

CHARGING OF DUST IN A NEGATIVE ION PLASMA (APS DPP-06 Poster LP ) 1 CHARGING OF DUST IN A NEGATIVE ION PLASMA (APS DPP-06 Poter LP1.00128) Robert Merlino, Ro Fiher, Su Hyun Kim And Nathan Quarderer Department of Phyic and Atronomy, The Univerity of Iowa Abtract. We invetigate

More information

Critical behavior of slider-block model. (Short title: Critical ) S G Abaimov

Critical behavior of slider-block model. (Short title: Critical ) S G Abaimov Critical behavior of lider-bloc model (Short title: Critical ) S G Abaimov E-mail: gabaimov@gmail.com. Abtract. Thi paper applie the theory of continuou phae tranition of tatitical mechanic to a lider-bloc

More information

7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281

7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281 72 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 28 and i 2 Show how Euler formula (page 33) can then be ued to deduce the reult a ( a) 2 b 2 {e at co bt} {e at in bt} b ( a) 2 b 2 5 Under what condition

More information

Real-Time Identification of Sliding Friction Using LabVIEW FPGA

Real-Time Identification of Sliding Friction Using LabVIEW FPGA Real-Time Identification of Sliding Friction Uing LabVIEW FPGA M. Laine Mear, Jeannie S. Falcon, IEEE, and Thoma R. Kurfe, IEEE Abtract Friction i preent in all mechanical ytem, and can greatly affect

More information

Tuning of High-Power Antenna Resonances by Appropriately Reactive Sources

Tuning of High-Power Antenna Resonances by Appropriately Reactive Sources Senor and Simulation Note Note 50 Augut 005 Tuning of High-Power Antenna Reonance by Appropriately Reactive Source Carl E. Baum Univerity of New Mexico Department of Electrical and Computer Engineering

More information

Design By Emulation (Indirect Method)

Design By Emulation (Indirect Method) Deign By Emulation (Indirect Method he baic trategy here i, that Given a continuou tranfer function, it i required to find the bet dicrete equivalent uch that the ignal produced by paing an input ignal

More information

To appear in International Journal of Numerical Methods in Fluids in Stability analysis of numerical interface conditions in uid-structure therm

To appear in International Journal of Numerical Methods in Fluids in Stability analysis of numerical interface conditions in uid-structure therm To appear in International Journal of Numerical Method in Fluid in 997. Stability analyi of numerical interface condition in uid-tructure thermal analyi M. B. Gile Oxford Univerity Computing Laboratory

More information

5.5 Application of Frequency Response: Signal Filters

5.5 Application of Frequency Response: Signal Filters 44 Dynamic Sytem Second order lowpa filter having tranfer function H()=H ()H () u H () H () y Firt order lowpa filter Figure 5.5: Contruction of a econd order low-pa filter by combining two firt order

More information

Standard Guide for Conducting Ruggedness Tests 1

Standard Guide for Conducting Ruggedness Tests 1 Deignation: E 69 89 (Reapproved 996) Standard Guide for Conducting Ruggedne Tet AMERICA SOCIETY FOR TESTIG AD MATERIALS 00 Barr Harbor Dr., Wet Conhohocken, PA 948 Reprinted from the Annual Book of ASTM

More information

Quantifying And Specifying The Dynamic Response Of Flowmeters

Quantifying And Specifying The Dynamic Response Of Flowmeters White Paper Quantifying And Specifying The Dynamic Repone Of Flowmeter DP Flow ABSTRACT The dynamic repone characteritic of flowmeter are often incompletely or incorrectly pecified. Thi i often the reult

More information

Comparison of Low Field Electron Transport Properties in Compounds of groups III-V Semiconductors by Solving Boltzmann Equation Using Iteration Model

Comparison of Low Field Electron Transport Properties in Compounds of groups III-V Semiconductors by Solving Boltzmann Equation Using Iteration Model International Journal of Engineering Invention ISSN: 78-7461, www.ijeijournal.com Volume 1, Iue (September 1) PP: 56-61 Comparion of Low Field Electron Tranport Propertie in Compound of group III-V Semiconductor

More information

One Class of Splitting Iterative Schemes

One Class of Splitting Iterative Schemes One Cla of Splitting Iterative Scheme v Ciegi and V. Pakalnytė Vilniu Gedimina Technical Univerity Saulėtekio al. 11, 2054, Vilniu, Lithuania rc@fm.vtu.lt Abtract. Thi paper deal with the tability analyi

More information

Sensorless speed control including zero speed of non salient PM synchronous drives

Sensorless speed control including zero speed of non salient PM synchronous drives BULLETIN OF THE POLISH ACADEMY OF SCIENCES TECHNICAL SCIENCES Vol. 54, No. 3, 2006 Senorle peed control including zero peed of non alient PM ynchronou drive H. RASMUSSEN Aalborg Univerity, Fredrik Bajer

More information