An evaluation of MPM, GIMP and CMPM in geotechnical problems considering large deformations

Size: px
Start display at page:

Download "An evaluation of MPM, GIMP and CMPM in geotechnical problems considering large deformations"

Transcription

1 Delft Uiversity of Tehology A evaluatio of MPM, GIMP ad CMPM i geotehial roblems osiderig large deformatios Gozalez Aosta, Leo; Vardo, Phil; Hiks, Mihael Publiatio date 07 Doumet Versio Peer reviewed versio Published i Proeedigs of the 5th Iteratioal Coferee of the Iteratioal Assoiatio for Comuter Methods ad Advaes i Geomehais Citatio (APA) Gozalez Aosta, L., Vardo, P., & Hiks, M. (07). A evaluatio of MPM, GIMP ad CMPM i geotehial roblems osiderig large deformatios. I Proeedigs of the 5th Iteratioal Coferee of the Iteratioal Assoiatio for Comuter Methods ad Advaes i Geomehais : 9-3 Otober 07, Wuha, Chia Imortat ote To ite this ubliatio, lease use the fial ublished versio (if aliable). Please hek the doumet versio above. Coyright Other tha for stritly ersoal use, it is ot ermitted to dowload, forward or distribute the text or art of it, without the oset of the author(s) ad/or oyright holder(s), uless the work is uder a oe otet liese suh as Creative Commos. Takedow oliy Please otat us ad rovide details if you believe this doumet breahes oyrights. We will remove aess to the work immediately ad ivestigate your laim. This work is dowloaded from Delft Uiversity of Tehology. For tehial reasos the umber of authors show o this over age is limited to a maximum of 0.

2 9-3 Otober 07, Wuha, Chia A evaluatio of MPM, GIMP ad CMPM i geotehial roblems osiderig large deformatios L. Gozalez Aosta a *, P.J. Vardo a ad M.A. Hiks a a Geo-Egieerig Setio, Delft Uiversity of Tehology, the Netherlads * J.L.GozalezAosta-@tudelft.l Abstrat Stress osillatios are a ommo heomeo i the material oit method (MPM), sie this umerial method tyially uses regular fiite elemet (FE) shae futios to ma variables from surroudig odes to material oits ad vie versa, ideedetly of the loatios of the material oits withi a elemet. I itegratio this leads to a quadrature rule error ad, i strai ad stress alulatios, derivatives of tyial FE shae futios are disotiuous aross elemet boudaries ad do ot give aurate results away from Gauss oit loatios withi elemets. I geotehial aalysis, the ostitutive behaviour is geerally stress-deedet, ad therefore stress osillatios a ause severe iauraies i the alulated mehaial behaviour, iludig the develomet of wrog elasto-lasti quatities. Several attemts to imrove stress reovery ad redue quadrature errors have bee develoed, but seldom has a full omariso betwee methods bee made. I this aer, behmark small sale ad sloe stability roblems have bee examied i order to omare the relative erformae of the lassi material oit method (MPM), the geeralized iterolatio material oit (GIMP) method ad the ew omoud material oit method (CMPM). Keywords: CMPM, GIMP, Material Poit Method, Sloe Stability, Softeig, Stress Osillatio.. Itrodutio The material oit method (MPM) [-] has rove to be a valid umerial tehique to simulate geotehial behaviour, eseially whe simle ostitutive models are used, sie these models are related with variables less sesitive to stress osillatios, as i the ase of the Vo Mises riterio. I reality, the use of omlex ostitutive models is ofte eeded to esure the orret evolutio of the mehaial behavior of the soil, ad therefore the issue of stress osillatios should be addressed. The geeralized iterolatio material oit (GIMP) method [3] was reated to overome errors aused by the use of regular fiite elemet (FE) shae futios i MPM. I this method, FE shae futios are relaed by C shae futios, esurig otiuity i stresses whe material oits ross iter-elemet boudaries. As well as GIMP, the omoud material oit method (CMPM) [4] was develoed to redue the flutuatio i stresses aused by the ill-osed material oit loatios. CMPM uses C shae futios, ad the evaluatio of strais at eah material oit omes from the iterolatio of dislaemets from all odes of the elemet i questio ad the eighbourig elemets, istead of usig oly odes iside a suort domai as i GIMP. I the first setio of this aer, the theory of MPM, GIMP ad CMPM are outlied, followed by the aalysis of a behmark roblem to demostrate how stresses osillate usig these tehiques. A vertial uttig roblem is the aalyzed, to visualise how eah method redits the stresses develoed durig sloe failure.. Theoretial formulatio Sie MPM shares similarities with the FEM otiuum mehais framework [5-6], the weak form of mometum oservatio is, as tyial i FEM, give as s a udv σudv b udv τ uda () where is the material desity, a is the aeleratio, u is the virtual dislaemet, V is the body volume, is the Cauhy stress, b are the body fores, s are the resribed tratios, is the tratio boudary, ad is the solutio domai. Sie the domai is rereseted as oits of mass, the total mass i the domai a be omuted as [7]

3 9-3 Otober 07, Wuha, Chia m x dv () where m is the mass of the oit, is the umber of oits i the domai, ad x is the ositio of ay oit. Substitutig Eq. () ito Eq. () gives s m u( x ) a( x ) m σ( x ) u( x ) m b( x ) u( x ) m τ ( x ) u( x ) (3) Usig the Galerki method, the virtual dislaemet is aroximated as x v v v u u N (x ) (4) where N v is the shae futio, subsrit v deotes grid ode v, is the umber of odes i the elemet, ad x is the material oit ositio i the elemet. Substitutig Eq. (4) ito Eq. (3) ad followig stadard FE roedures [8], leads to m Nv x ) a mσ( x ) Nv ( x ) mb( x ) Nv ( x ) s ( m τ ( x ) N ( x v ) (5) It is evidet that oservatio of mometum is ahieved by usig shae futios (terms, 3 ad 4 i Eq. (5)) ad shae futios derivatives (term i Eq. (5)). This leads to a variatioal iosistey, whih beomes more imortat durig material oit elemet rossig, due to term beig disotiuous betwee elemets whe usig C 0 shae futios. I geeral, MPM is limited to liear (C 0 ) shae futios, sie the use of quadrati elemets a lead to errors whe egative arts of the shae futios are used, i artiular i the mass matrix. I additio, for imliit formulatios, durig the alulatio of the stiffess matrix the o-gaussia ositio of the material oit i the umerial itegratio a ause some terms of the strai-dislaemet matrix to beome egative, leadig to a urealisti elemet deformatio. It has bee roosed to redue the imbalae aused by the use of C 0 shae futios by usig modified liear shae futios, so that they beome C shae futios, imrovig the satial itegratio [9-0]. This aroah is used i GIMP, where the origial FE shae futios ad their gradiets are relaed by a set of otiuous shae futios ad shae futio gradiets with a oloal suort, dimiishig the imbalae ause by loal FE shae futios ad elimiatig elemet rossig oise. If a regular grid is used, osiderig oits er elemet for the iitial oditio ad avoidig distortio of the material oit domai, GIMP shae futios a be omuted, for examle for D elemets, as [] (7 6 )/ / 6 0 N i where is the loal oordiate. Fig. shows the GIMP shae futio give by Eq. (6). (6) Fig.. GIMP shae futio suort domai.

4 9-3 Otober 07, Wuha, Chia CMPM uses C shae futios to alulate the strais ad stresses, by ireasig the solutio domai usig odes from the urret ad eighbourig elemets, leadig to a smooth distributio withi a elemet. CMPM does ot elimiate elemet rossig oise, but it redues osillatios aused by disotiuous stresses ad lower order shae futio derivatives, leadig to a smaller stress disotiuity betwee elemets. Fig. shows two ossible ositios for a material oit (labeled m) i the domai; i a boudary elemet ad i a etre elemet. To iterolate strais i a D elemet, the boudary ad etre shae futios (N i b ad N i resetively) are omuted as [] b ξ ξ 3 N 8 (7) b N ξ ξ 3 4 b N 3 ξ ξ 8 N N N N ξ ξ ξ ξ 3ξ ξ ξ 9 3 3ξ 3 (8) (a) (b) Fig.. Shae futios for (a) a boudary elemet, ad (b) a etre elemet. It is imortat to emhasise that CMPM shae futios are oly used to evaluate strais, ad that regular FE shae futios are still used to omute the goverig equatio matries. I the followig setios, imliit ad a exliit odes are used to solve behmark ad sloe stability roblems (resetively). Note that stress osillatios aused by quadrature errors ad shae futio disotiuities our i both these methods (imliit ad exliit), but i the imliit method extra osillatios are observed due to the stiffess matrix itegratio. 3. Stress osillatio i MPM, GIMP ad CMPM A illustratio of stress osillatios usig MPM, GIMP ad CMPM is reseted i this setio. A axisymmetri aalysis of a thik-walled hollow ylider has bee arried out usig 4 oded quadrilateral elemets. Radial dislaemet is alied iremetally at the ier boudary (r = r i ) ad the outer boudary is omletely fixed (r = r e ), as show i Fig. 3. The ylider is assumed to be liear elasti, with E = 5000 kpa ad v = 0.3. The solutio is obtaied usig a quasi-stati imliit ode. Fig. 3. Thik-walled ylider uder iteral ressure.

5 9-3 Otober 07, Wuha, Chia Differees betwee MPM, GIMP ad CMPM stress osillatios are show i Fig. 4, i whih a dislaemet of.5 m has bee alied i a sigle ste ad the stress omuted aross the domai. Fig. 4. Radial stress osillatio usig MPM, GIMP ad CMPM. Fig. 4 shows that radial stresses omuted usig GIMP ad CMPM are loser to the aalytial solutio, whereas MPM stresses osillate more. It is also evidet that the CMPM solutio osillates sigifiatly less tha that for GIMP, although the GIMP solutio is otiuous aross elemet boudaries. However, the GIMP solutio is iomlete at the domai boudaries, sie iterolatio usig ghost odes was ot imlemeted i this examle. Sie a imliit ode is used, stiffess matries are used to solve the equatio of motio. Followig a similar aroah as i FEM, the stiffess matrix is omuted as K m S B T DB W V (9) where S is the umber of material oits withi a elemet, B is the strai-dislaemet matrix, D is the elasti stress-strai matrix, W are the material oit itegratio weightigs, iitially seleted to have a value of, ad V are the material oit volumes. As a be see i Eq. (9), the elemet stiffess matrix is a futio of the umber of material oits iside a elemet, leadig to a variatio of the elemet stiffess durig elemet rossig ad thereby to the osillatio of stresses. A alterative weightig value is here roosed to be a futio of both the elemet volume ad the volume of the material oits withi the elemet: V W (0) where V is the elemet volume ad e is the umber of material oits i the elemet. I Fig. 5, the deviatori stress (q) of a sigle material oit (m-a from Fig. 3) is lotted for 50 stes, eah of.5 m. As a be see i Fig. 5a, stress osillatio is observed usig all methods, but GIMP ad CMPM follow the aalytial solutio more losely. It is also otieable that, durig elemet rossig, a jum i the stresses ours. The effet of usig the modified weightig value is show i Fig. 5b. The results irove osiderably, due to stiffess i the domai beig more evely distributed. e V (a) (b) Fig. 5. m-a deviatori stress usig (a) regular stiffess matrix, ad (b) modified stiffess matrix.

6 9-3 Otober 07, Wuha, Chia 4. Geotehial aliatio To demostrate the use of MPM, GIMP ad CMPM i geotehial roblems, a vertial uttig stability roblem has bee aalyzed, usig a Vo Mises ostitutive model iororatig ost-eak softeig as desribed i [3]. Fig. 6 shows the iitial geometry of the roblem, haraterized by a height of m ad a width of m. The material is a elasto-lasti strai-softeig soil, with elasti arameters E = 400 kpa ad v = The eak ad residual ohesios are 6 kpa ad kpa resetively, ad the softeig modulus is -5 kpa. I the domai, the left vertial boudary is fixed to revet material oit dislaemet i the horizotal diretio, ad the bottom boudary is fixed to revet material oit dislaemet i the vertial diretio. The sloe is loaded by gravity ad the failure ours due to its self weight. A exliit form of the ode is used to solve the roblem. m m 4. Results Fig. 6. Sketh of the iitial material oit loatios ad bakgroud mesh. The results after 0 m of horizotal dislaemet at the toe are show i Fig. 7. As a be see, the stresses osillate the most whe usig MPM, whereas GIMP ad CMPM show a smoother develomet of the stresses ad lasti strais aroud the develoig bad. Durig the earlier stes i the aalysis, CMPM shows the smoothest results, but, sie regular FE shae futios are used to erform the umerial itegratio, the CMPM auray dereases after several mesh rossigs our. Nevertheless, CMPM results are better tha MPM beause the imbalae aused by elemet rossig is atteuated by the use of o-loal suort (i.e. odes outside the elemet). After large deformatio, GIMP exhibits the smoothest results sie the stresses are otiuous. The lasti deformatios show are osistet betwee GIMP ad CMPM, but more diffuse with MPM. MPM GIMP CMPM Fig. 7. Horizotal stress, shear stress ad aumulated lasti strai otours with MPM, GIMP ad CMPM.

7 9-3 Otober 07, Wuha, Chia 5. Colusios This aer has ivestigated the imbalae aused by the use of regular FE shae futios to solve the goverig equatio i MPM, leadig to the well-kow stress osillatio roblem. The use of CMPM ad GIMP imroves the auray of the results, sie C, derivative otiuous, shae futios are used to iterolate material oit strais, reduig the osillatio aused by quadrature rule errors ad elemet-rossig issues. It has bee show that CMPM a be used i imliit ad exliit odes, ad is able to omute more aurate stresses tha MPM ad GIMP. However, the auray of CMPM is oly higher tha GIMP util a ertai oit. This is beause CMPM uses regular FE shae futios to omute iteral ad exteral loads, ad this leads to osillatios whe elemet rossig ours. At this oit, GIMP offers better results. The additioal osillatios aused by the stiffess matrix itegratio i imliit odes was also demostrated. Sie the stiffess of a elemet is govered by the umber of material oits withi a elemet ad the material oit weightig value, durig elemet rossig a irregular stiffess distributio over the domai is obtaied, ausig jums i stresses. It has bee show that this roblem a be redued by the use of a modified weightig value that is a futio of the iitial elemet volume ad the sum of the material oit volumes iside the urret elemet, leadig to a smoother stiffess distributio. Referees [] Sulsky D, Che A, Shreyer HL. A artile method for history deedet materials. Comut. Methods Al. Meh. Egg. 994; 8: [] Sulsky D, Zhou S, Shreyer HL. Aliatio of a artile-i-ell method to solid mehais. Comuter Physis Commuiatios. 995; 87: [3] Bardehage S, Kober E. The geeralized iterolatio material oit method. CMES: Comut. Model. Eg. Si. 004; 5: [4] Gozalez Aosta L, Vardo PJ, Hiks MA. Comoud material oit method (CMPM) to imrove stress reovery for quasi-stati roblems. Proedia Eg. 07; 75: [5] Che ZP, Qiu XM, Zhag X, Lia YP. Imroved oulig of fiite elemet method with material oit method based o a artile-to-surfae otat algorithm. Comut. Methods Al. Meh. Egg. 05; 93: 9. [6] Wag B, Vardo PJ, Hiks MA. Ivestigatio of retrogressive ad rogressive sloe failure mehaisms usig the material oit method. Comut. Geoteh. 06; 78: [7] Wag B. Sloe failure aalysis usig the material oit method. PhD thesis, Delft Uiversity of Tehology, 06. [8] Bathe KJ. Fiite elemet roedures. Pretie Hall, New Jersey, 98. [9] Steffe M, Wallstedt PC, Guilkey JE, Kirby RM, Berzis M. Examiatio ad aalysis of imlemetatio hoies withi the material oit method (MPM). Comut. Model. Eg. Si. 008; 3: [0] Steffe M, Kirby RM, Berzis M. Aalysis ad redutio of quadrature errors i the material oit method (MPM). It. J. Numer. Meth. Egg. 008; 76: [] Zhag X, Che Z, Liu Y. The material oit method. A otiuum-based artile method for extreme loadig ases. Aademi Press, 06. [] Sadeghirad A, Astaeh AV. A fiite elemet method with omosite shae futios. Egieerig Comutatios: It. J. Comuter-Aided Egg. Software. 0; 8: [3] Wag B, Vardo PJ, Hiks MA. Develomet of a imliit material oit method for geotehial aliatios. Comut. Geoteh. 06; 7:

AUDIO SUSCEPTIBILITY OF THE BUCK CONVERTER IN CURRENT-MODE POWER STAGE

AUDIO SUSCEPTIBILITY OF THE BUCK CONVERTER IN CURRENT-MODE POWER STAGE AUDIO SUSCEPTIBIITY OF THE BUCK CONVERTER IN CURRENTMODE POWER STAGE Costel PETREA Tehial Uiversity Gh.Asahi Iasi Carol I, o., 756, etrea@et.tuiasi.ro Abstrat: For the Buk Coverter oeratig i CurretMode

More information

A Novel Method for Commutation Torque Ripple Reduction of Four-Switch, Three-Phase Brushless DC Motor Drive

A Novel Method for Commutation Torque Ripple Reduction of Four-Switch, Three-Phase Brushless DC Motor Drive A Novel Method for Commutatio Torque Ripple Redutio of Four-Swith, Three-Phase Brushless DC Motor Drive A. Halvaei-Niasar*, A. Vahedi** ad H. Moghbelli*** Dowloaded from ijeee.iust.a.ir at :28 IRST o Friday

More information

Sensors & Transducers Published by IFSA Publishing, S. L.,

Sensors & Transducers Published by IFSA Publishing, S. L., Sesors & Trasduers, Vol. 5, Issue 8, August 07, pp. 35-4 Sesors & Trasduers Published by IFSA Publishig, S. L., 07 http://www.sesorsportal.om Semi-Impliit Additive Operator Splittig Sheme for Image Segmetatio

More information

Revision: June 10, E Main Suite D Pullman, WA (509) Voice and Fax

Revision: June 10, E Main Suite D Pullman, WA (509) Voice and Fax 1.8.0: Ideal Oeratioal Amlifiers Revisio: Jue 10, 2010 215 E Mai Suite D Pullma, WA 99163 (509) 334 6306 Voice ad Fax Overview Oeratioal amlifiers (commoly abbreviated as o-ams) are extremely useful electroic

More information

A Study on Stepped Frequency Radar by Using Intra-Pulse Phase Coded Modulation

A Study on Stepped Frequency Radar by Using Intra-Pulse Phase Coded Modulation Proeedigs of the World ogress o Egieerig ad omputer Siee 28 WES 28, Otober 22-24, 28, Sa Fraiso, USA A Study o Stepped Frequey Radar by Usig Itra-Pulse Phase oded Modulatio. Fuushima ad. Hamada Abstrat

More information

Optimal Placement of Mesh Points in Wireless Mesh Networks 1

Optimal Placement of Mesh Points in Wireless Mesh Networks 1 Optimal Plaemet of Mesh Poits i Wireless Mesh etworks Suk Yu Hui 2, Kai Hau Yeug 2, ad Ki Yeug Wog 3 2 Departmet of Eletroi Egieerig, ity Uiversity of Hog Kog syhui@ee.ityu.edu.hk, eeayeug@ityu.edu.hk

More information

Performance analysis of Piecewise linear Companding with various precoders for PAPR Reduction of OFDM Signals

Performance analysis of Piecewise linear Companding with various precoders for PAPR Reduction of OFDM Signals Iteratioal Researh Joural of Egieerig ad Tehology (IRJET) e-iss: 395-0056 Volume: 03 Issue: Ot -06 www.irjet.et p-iss: 395-007 Performae aalysis of Pieewise liear Compadig with various preoders for PAPR

More information

Experimental Performance Evaluation of AODV Implementations

Experimental Performance Evaluation of AODV Implementations Experimetal Performae Evaluatio of AODV Implemetatios Koojaa Kuladiithi, Asaga Udugama, Niko Fikouras, Carmelita Görg Uiversity of Breme Cmuiatio Networks (CN) Otto-Hah-Allee NW 1 28359 Breme {koo adu

More information

Outline. Introduction The Semiconductor Module Demonstration Modeling Advice Model Library Q & A

Outline. Introduction The Semiconductor Module Demonstration Modeling Advice Model Library Q & A Semicoductor Module Coyright 2013 COMSOL. COMSOL, COMSOL Multihysics, Cature the Cocet, COMSOL Deskto, ad LiveLik are either registered trademarks or trademarks of COMSOL AB. All other trademarks are the

More information

COMPUTATIONAL STUDIES OF THE VIRGINIA TECH HYPERSONIC WIND TUNNEL

COMPUTATIONAL STUDIES OF THE VIRGINIA TECH HYPERSONIC WIND TUNNEL COMPUTATIONAL STUDIES OF THE VIRGINIA TECH HYPERSONIC WIND TUNNEL Rui Chen Deartment of Aerosae & Oean Engineering, Virginia Teh, Blaksburg, VA Abstrat This aer resents steady-state (visous) and timeaurate

More information

Computational Algorithm for Higher Order Legendre Polynomial and Gaussian Quadrature Method

Computational Algorithm for Higher Order Legendre Polynomial and Gaussian Quadrature Method Computatioal Algorithm for Higher Order Legre olyomial ad Gaussia Quadrature Method Asif M. Mughal, Xiu Ye ad Kamra Iqbal Dept. of Applied Sciece, Dept. of Mathematics ad Statistics, Dept. of Systems Egieerig

More information

Permutation Enumeration

Permutation Enumeration RMT 2012 Power Roud Rubric February 18, 2012 Permutatio Eumeratio 1 (a List all permutatios of {1, 2, 3} (b Give a expressio for the umber of permutatios of {1, 2, 3,, } i terms of Compute the umber for

More information

DC-link Capacitor Second Carrier Band Switching Harmonic Current Reduction in Two-Level Back-to-Back Converters

DC-link Capacitor Second Carrier Band Switching Harmonic Current Reduction in Two-Level Back-to-Back Converters 1 TPEL-Reg-016-08-153 - fial DC-lik Capaitor Seod Carrier Bad Swithig Harmoi Curret Redutio i Two-Level Bak-to-Bak Coverters Lei She, Serhiy Bozhko, Member, IEEE, Christopher Ia Hill, ad Patrik Wheeler,

More information

Planar dielectric waveguides

Planar dielectric waveguides Plaar dieletri waveguides Abstrat: A optial waveguide is a physial struture that guides eletroageti waves i the optial spetru. They are used as opoets i itegrated optial iruits, as the trasissio ediu i

More information

On Capacity and Delay of Multi-channel Wireless Networks with Infrastructure Support

On Capacity and Delay of Multi-channel Wireless Networks with Infrastructure Support O Capaity ad Delay of Multi-hael Wireless Networks with Ifrastruture Support Hog-Nig Dai, Raymod Chi-Wig Wog, Hao Wag arxiv:60403v [sni] 8 Apr 06 Abstrat I this paper, we propose a ovel multi-hael etwork

More information

COS 126 Atomic Theory of Matter

COS 126 Atomic Theory of Matter COS 126 Atomic Theory of Matter 1 Goal of the Assigmet Video Calculate Avogadro s umber Usig Eistei s equatios Usig fluorescet imagig Iput data Output Frames Blobs/Beads Estimate of Avogadro s umber 7.1833

More information

A New Image Enhancement Algorithm for Removing Artifacts

A New Image Enhancement Algorithm for Removing Artifacts Research Article Iteratioal Joural of Curret Egieerig ad Techology E-ISSN 2277 4106, P-ISSN 2347-5161 2014 INPRESSCO, All Rights Reserved Available at htt://iressco.com/category/ijcet A New Image Ehacemet

More information

Fast Panorama Stitching for High-Quality Panoramic Images on Mobile Phones

Fast Panorama Stitching for High-Quality Panoramic Images on Mobile Phones IEEE Trasatio o Cosumer Eletrois, vol. 56, o., 010IEEE Trasatio o Cosumer Eletrois, vol. 56, o., 010 Fast Paorama Stithig for High-Quality Paorami Images o Mobile Phoes Yige Xiog ad Kari Pulli, Member,

More information

EM-Based Measurement Fusion for HRR Radar Centroid Processing

EM-Based Measurement Fusion for HRR Radar Centroid Processing EM-Based Measuremet Fusio for RR Radar Cetroid Proessig Bejami J. Sloum a ad William D. Blair a Numeria I., PO Box 27246, Ft. Collis, CO 82527, USA Georgia Teh Researh Istitute, Atlata, GA 30332, USA ABSTRACT

More information

ISSN (Print) Research Article. *Corresponding author Oleksandr V. Lemeshko

ISSN (Print) Research Article. *Corresponding author Oleksandr V. Lemeshko Scholars Joural of Egieerig ad Techology (SJET) Sch. J. Eg. Tech., 06; 4(4):69-74 Scholars Academic ad Scietific Publisher (A Iteratioal Publisher for Academic ad Scietific Resources) www.sasublisher.com

More information

Objectives. Some Basic Terms. Analog and Digital Signals. Analog-to-digital conversion. Parameters of ADC process: Related terms

Objectives. Some Basic Terms. Analog and Digital Signals. Analog-to-digital conversion. Parameters of ADC process: Related terms Objectives. A brief review of some basic, related terms 2. Aalog to digital coversio 3. Amplitude resolutio 4. Temporal resolutio 5. Measuremet error Some Basic Terms Error differece betwee a computed

More information

Importance Analysis of Urban Rail Transit Network Station Based on Passenger

Importance Analysis of Urban Rail Transit Network Station Based on Passenger Joural of Itelliget Learig Systems ad Applicatios, 201, 5, 22-26 Published Olie November 201 (http://www.scirp.org/joural/jilsa) http://dx.doi.org/10.426/jilsa.201.54027 Importace Aalysis of Urba Rail

More information

7A.3 IMPROVING RADAR RAINFALL PRODUCTS EMPLOYING DATA FROM CELLULAR TELECOMMUNICATION NETWORKS

7A.3 IMPROVING RADAR RAINFALL PRODUCTS EMPLOYING DATA FROM CELLULAR TELECOMMUNICATION NETWORKS 7A.3 IMPROVING RADAR RAINFALL PRODUCT EMPLOYING DATA FROM CELLULAR TELECOMMUNICATION NETWORK Aart Overeem, Wageige Uiversity ad Royal Netherlads Meteorologial Istitute, The Netherlads Hidde Leijse, Royal

More information

Application of Improved Genetic Algorithm to Two-side Assembly Line Balancing

Application of Improved Genetic Algorithm to Two-side Assembly Line Balancing 206 3 rd Iteratioal Coferece o Mechaical, Idustrial, ad Maufacturig Egieerig (MIME 206) ISBN: 978--60595-33-7 Applicatio of Improved Geetic Algorithm to Two-side Assembly Lie Balacig Ximi Zhag, Qia Wag,

More information

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM AC 007-7: USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM Josue Njock-Libii, Idiaa Uiversity-Purdue Uiversity-Fort Waye Josué Njock Libii is Associate Professor

More information

Throughput Capacity of Multi-Channel Hybrid Wireless Network with Antenna Support

Throughput Capacity of Multi-Channel Hybrid Wireless Network with Antenna Support Appl. Math. If. Si. 8 No. 3 1455-1460 014 1455 Applied Mathematis & Iformatio Siees A Iteratioal Joural http://dx.doi.org/10.1785/amis/080363 Throughput Capaity of Multi-Chael Hybrid Wireless Networ with

More information

Analysis on Self-locking of Sliding Vane in a Double Vane Ellipse Rotor Compressor

Analysis on Self-locking of Sliding Vane in a Double Vane Ellipse Rotor Compressor Iteratioal Joural of Material ad Mehaial Egieerig,, : 89-9 - 89 - Pulished lie August www.ijm-me.org Aalysis o Self-lokig of Slidig Vae i a Doule Vae Ellipse Rotor Compressor Wei Feg*, Zoghag Qu, Xu Yag

More information

Logarithms APPENDIX IV. 265 Appendix

Logarithms APPENDIX IV. 265 Appendix APPENDIX IV Logarithms Sometimes, a umerical expressio may ivolve multiplicatio, divisio or ratioal powers of large umbers. For such calculatios, logarithms are very useful. They help us i makig difficult

More information

Comparison of Convergence and BER Performance on LMS, RLS and NLMS in BPLC Systems

Comparison of Convergence and BER Performance on LMS, RLS and NLMS in BPLC Systems Iteratioal Joural of Siee ad Researh (IJSR) ISSN (Olie): 319-7064 Impat Fator (01): 3.358 Compariso of Covergee ad BER Performae o LMS, RLS ad NLMS i BPLC Systems Mohammed Mjahid 1, Nixo Mtoyole he Uiversity

More information

CCD Image Processing: Issues & Solutions

CCD Image Processing: Issues & Solutions CCD Image Processig: Issues & Solutios Correctio of Raw Image with Bias, Dark, Flat Images Raw File r x, y [ ] Dark Frame d[ x, y] Flat Field Image f [ xy, ] r[ x, y] d[ x, y] Raw Dark f [ xy, ] bxy [,

More information

3. Error Correcting Codes

3. Error Correcting Codes 3. Error Correctig Codes Refereces V. Bhargava, Forward Error Correctio Schemes for Digital Commuicatios, IEEE Commuicatios Magazie, Vol 21 No1 11 19, Jauary 1983 Mischa Schwartz, Iformatio Trasmissio

More information

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS APPLICATION NOTE AN95091 INTRODUCTION UNDERSTANDING EFFECTIVE BITS Toy Girard, Sigatec, Desig ad Applicatios Egieer Oe criteria ofte used to evaluate a Aalog to Digital Coverter (ADC) or data acquisitio

More information

Solution 2. n n. n n R. n n. R n + = 1. n n = + n n. n n. n n. Insert R N = 0.95 and solve, + R n. 1 ln. =14.58 i.e. 15 pairs are needed.

Solution 2. n n. n n R. n n. R n + = 1. n n = + n n. n n. n n. Insert R N = 0.95 and solve, + R n. 1 ln. =14.58 i.e. 15 pairs are needed. .9 Dieletri irror Cosider a dieletri irror that is ade up of quarter wave layers of GaAs with H.8 ad AlAs with L.9, both aroud 5. The GaAs-AlAs dieletri irror is iside a vertial avity surfae eittig laser

More information

Ch 9 Sequences, Series, and Probability

Ch 9 Sequences, Series, and Probability Ch 9 Sequeces, Series, ad Probability Have you ever bee to a casio ad played blackjack? It is the oly game i the casio that you ca wi based o the Law of large umbers. I the early 1990s a group of math

More information

Cross-Layer Performance of a Distributed Real-Time MAC Protocol Supporting Variable Bit Rate Multiclass Services in WPANs

Cross-Layer Performance of a Distributed Real-Time MAC Protocol Supporting Variable Bit Rate Multiclass Services in WPANs Cross-Layer Performace of a Distributed Real-Time MAC Protocol Supportig Variable Bit Rate Multiclass Services i WPANs David Tug Chog Wog, Jo W. Ma, ad ee Chaig Chua 3 Istitute for Ifocomm Research, Heg

More information

PARAMETER ESTIMATION FOR THE EQUATION OF THE ELECTROSTATIC DISCHARGE CURRENT USING GENETIC ALGORITHMS

PARAMETER ESTIMATION FOR THE EQUATION OF THE ELECTROSTATIC DISCHARGE CURRENT USING GENETIC ALGORITHMS PARAMETER ESTMATON FOR THE EQUATON OF THE ELECTROSTATC DSCHARGE CURRENT USNG GENETC ALGORTHMS G.P. Fotis.F. Goos.A. Stathopulos Shool of Eletrial ad Coputer Egieerig, Eletri Power Departet, High Voltage

More information

Network reliability analysis for 3G cellular topology design

Network reliability analysis for 3G cellular topology design Soglaaari J. Sci. Techol. 3 (3, 63-69, May - Ju. 00 Origial Article Networ reliability aalysis for 3G cellular toology desig Chutima Promma* ad Ealu Esoo School of Telecommuicatio Egieerig Suraaree Uiversity

More information

ELEC 350 Electronics I Fall 2014

ELEC 350 Electronics I Fall 2014 ELEC 350 Electroics I Fall 04 Fial Exam Geeral Iformatio Rough breakdow of topic coverage: 0-5% JT fudametals ad regios of operatio 0-40% MOSFET fudametals biasig ad small-sigal modelig 0-5% iodes (p-juctio

More information

GENERATE AND MEASURE STANDING SOUND WAVES IN KUNDT S TUBE.

GENERATE AND MEASURE STANDING SOUND WAVES IN KUNDT S TUBE. Acoustics Wavelegth ad speed of soud Speed of Soud i Air GENERATE AND MEASURE STANDING SOUND WAVES IN KUNDT S TUBE. Geerate stadig waves i Kudt s tube with both eds closed off. Measure the fudametal frequecy

More information

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1 Advaces i Egieerig Research, volume 8 d Iteratioal Coferece o Automatio, Mechaical Cotrol ad Computatioal Egieerig (AMCCE 7) Radar emitter recogitio method based o AdaBoost ad decisio tree Tag Xiaojig,

More information

x y z HD(x, y) + HD(y, z) HD(x, z)

x y z HD(x, y) + HD(y, z) HD(x, z) Massachusetts Istitute of Techology Departmet of Electrical Egieerig ad Computer Sciece 6.02 Solutios to Chapter 5 Updated: February 16, 2012 Please sed iformatio about errors or omissios to hari; questios

More information

X-Bar and S-Squared Charts

X-Bar and S-Squared Charts STATGRAPHICS Rev. 7/4/009 X-Bar ad S-Squared Charts Summary The X-Bar ad S-Squared Charts procedure creates cotrol charts for a sigle umeric variable where the data have bee collected i subgroups. It creates

More information

Unit 5: Estimating with Confidence

Unit 5: Estimating with Confidence Uit 5: Estimatig with Cofidece Sectio 8.2 The Practice of Statistics, 4 th editio For AP* STARNES, YATES, MOORE Uit 5 Estimatig with Cofidece 8.1 8.2 8.3 Cofidece Itervals: The Basics Estimatig a Populatio

More information

Lecture 3. OUTLINE PN Junction Diodes (cont d) Electrostatics (cont d) I-V characteristics Reverse breakdown Small-signal model

Lecture 3. OUTLINE PN Junction Diodes (cont d) Electrostatics (cont d) I-V characteristics Reverse breakdown Small-signal model Lecture 3 AOUCEMETS HW2 is osted, due Tu 9/11 TAs will hold their office hours i 197 Cory Prof. Liu s office hours are chaged to TuTh 12-1PM i 212/567 Cory EE15 accouts ca access EECS Widows Remote eskto

More information

Design of Optimal Hygrothermally Stable Laminates with Extension-Twist Coupling by Ant Colony Optimization

Design of Optimal Hygrothermally Stable Laminates with Extension-Twist Coupling by Ant Colony Optimization d Iteratioal Coferece o Egieerig Optimizatio September 6-9, 010, Lisbo, Portugal esig of Optimal Hygrothermally Stable Lamiates with Extesio-Twist Couplig by t Coloy Optimizatio ditya P. pte 1, Robert.

More information

The Application of Coordinate Similarity Transformation Model for Stability Analysis in High-precision GPS Deformation Monitoring Network

The Application of Coordinate Similarity Transformation Model for Stability Analysis in High-precision GPS Deformation Monitoring Network The Applicatio of Coordiate Similarity Trasformatio Model for Stability Aalysis i High-precisio GS Deformatio Moitorig Network Jimig Guo, Migdua Zhou, Chao Wag, Liahui Mei School of Geodesy ad Geomatics,

More information

DESIGN ISSUES OF A DIGITAL BASEBAND GMSK-MODULATOR FOR AN AUTONOMOUS WIRELESS COMMUNICATION SYSTEM

DESIGN ISSUES OF A DIGITAL BASEBAND GMSK-MODULATOR FOR AN AUTONOMOUS WIRELESS COMMUNICATION SYSTEM 7 th Iteratioal Coferee o DEVELOPMENT AND APPLICATION SYSTEMS S u e a v a, R o m a i a, M a y 27 29, 2 4 DESIGN ISSUES OF A DIGITAL BASEBAND GMSK-MODULATOR FOR AN AUTONOMOUS WIRELESS COMMUNICATION SYSTEM

More information

Open Access Research on Pneumatic Servo Control for Double-Cylinder Collaborative Loading Based on Neural Network

Open Access Research on Pneumatic Servo Control for Double-Cylinder Collaborative Loading Based on Neural Network Sed Orders for Rerits to rerits@bethamsciece.ae 51 The Oe Electrical & Electroic Egieerig Joural, 014, 8, 51-51 Oe Access Research o Peumatic Servo Cotrol for Double-Cylider Collaborative Loadig Based

More information

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS A SELETIVE POINTE FOWADING STATEGY FO LOATION TAKING IN PESONAL OUNIATION SYSTES Seo G. hag ad hae Y. Lee Departmet of Idustrial Egieerig, KAIST 373-, Kusug-Dog, Taejo, Korea, 305-70 cylee@heuristic.kaist.ac.kr

More information

On the Binomial Coefficients and their Interpolation *

On the Binomial Coefficients and their Interpolation * O the Bioial Coefficiets ad their Iterolatio * Leohard Euler Let us rereset the exasio of the ower + x i the followig aer by eas of aroriate characters: + x + x + x + x 3 + etc 3 such that the characters

More information

An Adaptive Image Denoising Method based on Thresholding

An Adaptive Image Denoising Method based on Thresholding A Adaptive Image Deoisig Method based o Thresholdig HARI OM AND MANTOSH BISWAS Departmet of Computer Sciece & Egieerig Idia School of Mies, Dhabad Jharkad-86004 INDIA {hariom4idia, matoshb}@gmail.com Abstract

More information

A study on traffic accident measures in municipal roads by using GIS

A study on traffic accident measures in municipal roads by using GIS icccbe 010 Nottigham Uiversity Press Proceedigs of the Iteratioal Coferece o Computig i Civil ad Buildig Egieerig W Tizai (Editor) A study o traffic accidet measures i muicipal roads by usig GIS Satoshi

More information

Summary of Random Variable Concepts April 19, 2000

Summary of Random Variable Concepts April 19, 2000 Summary of Radom Variable Cocepts April 9, 2000 his is a list of importat cocepts we have covered, rather tha a review that derives or explais them. he first ad primary viewpoit: A radom process is a idexed

More information

Discrete Random Variables: Joint PMFs, Conditioning and Independence

Discrete Random Variables: Joint PMFs, Conditioning and Independence Discrete Radom Variables: Joit MFs Coditioig ad Ideedece Berli Che Deartmet of Comuter Sciece & Iformatio gieerig Natioal Taiwa Normal Uiversit Referece: - D.. Bertsekas J. N. Tsitsiklis Itroductio to

More information

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 95 CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 5.1 GENERAL Ru-legth codig is a lossless image compressio techique, which produces modest compressio ratios. Oe way of icreasig the compressio ratio of a ru-legth

More information

Wavelet Transform. CSEP 590 Data Compression Autumn Wavelet Transformed Barbara (Enhanced) Wavelet Transformed Barbara (Actual)

Wavelet Transform. CSEP 590 Data Compression Autumn Wavelet Transformed Barbara (Enhanced) Wavelet Transformed Barbara (Actual) Wavelet Trasform CSEP 59 Data Compressio Autum 7 Wavelet Trasform Codig PACW Wavelet Trasform A family of atios that filters the data ito low resolutio data plus detail data high pass filter low pass filter

More information

On the Binomial Coefficients and their Interpolation *

On the Binomial Coefficients and their Interpolation * O the Bioial Coefficiets ad their Iterolatio * Leohard Euler Let us rereset the exasio of the ower + x i the followig aer by eas of aroriate characters: + x + x + x + x 3 + etc 3 such that the characters

More information

Force Distribution Estimation of Wheeled Mobile Robot: Application to Friction Coefficients Estimation

Force Distribution Estimation of Wheeled Mobile Robot: Application to Friction Coefficients Estimation Proeedigs of the 17th World Cogress he Iteratioal Federatio of Automati Cotrol Seoul, Korea, Jul 6-11, 28 Fore Distributio Estimatio of Wheeled Mobile Robot: Appliatio to Fritio Coeffiiets Estimatio Choi,

More information

Symbol Error Rate Evaluation for OFDM Systems with MPSK Modulation

Symbol Error Rate Evaluation for OFDM Systems with MPSK Modulation Symbol Error Rate Evaluatio for OFDM Systems with MPS Modulatio Yuhog Wag ad Xiao-Pig Zhag Departmet of Electrical ad Computer Egieerig, Ryerso Uiversity 35 Victoria Street, Toroto, Otario, Caada, M5B

More information

(2) The MOSFET. Review of. Learning Outcome. (Metal-Oxide-Semiconductor Field Effect Transistor) 2.0) Field Effect Transistor (FET)

(2) The MOSFET. Review of. Learning Outcome. (Metal-Oxide-Semiconductor Field Effect Transistor) 2.0) Field Effect Transistor (FET) EEEB73 Electroics Aalysis & esig II () Review of The MOSFET (Metal-Oxide-Semicoductor Field Effect Trasistor) Referece: Neame, Chapter 3 ad Chapter 4 Learig Outcome Able to describe ad use the followig:

More information

Data Acquisition System for Electric Vehicle s Driving Motor Test Bench Based on VC++ *

Data Acquisition System for Electric Vehicle s Driving Motor Test Bench Based on VC++ * Available olie at www.sciecedirect.com Physics Procedia 33 (0 ) 75 73 0 Iteratioal Coferece o Medical Physics ad Biomedical Egieerig Data Acquisitio System for Electric Vehicle s Drivig Motor Test Bech

More information

EECE 301 Signals & Systems Prof. Mark Fowler

EECE 301 Signals & Systems Prof. Mark Fowler EECE 3 Sigals & Systems Prof. Mark Fowler Note Set #6 D-T Systems: DTFT Aalysis of DT Systems Readig Assigmet: Sectios 5.5 & 5.6 of Kame ad Heck / Course Flow Diagram The arrows here show coceptual flow

More information

Lossless Compression Schemes of Vector Quantization Indices Using State Codebook

Lossless Compression Schemes of Vector Quantization Indices Using State Codebook 74 JOURNAL OF SOFTWARE, VOL. 4, NO. 4, JUNE 009 Lossless Comressio Schemes of Vector Quatizatio Idices Usig State Codebook Chi-Che Chag Deartmet of Iformatio Egieerig ad Comuter Sciece, Feg Chia Uiversity,

More information

Int. J. Mobile Network Design and Innovation, Vol. 3, No. 2, Abdullah Konak

Int. J. Mobile Network Design and Innovation, Vol. 3, No. 2, Abdullah Konak It. J. Mobile Network Desig ad Iovatio, Vol. 3, No. 2, 2009 65 A krigig aroach to redictig coverage i wireless etworks Abdullah Koak Iformatio Scieces ad Techology, Pe State Berks, P.O. Box 7009, Tulehocke

More information

11.11 Two-Channel Filter Banks 1/27

11.11 Two-Channel Filter Banks 1/27 . Two-Chael Filter Baks /7 Two-Chael Filter Baks M We wat to look at methods that are ot based o the DFT I geeral we wat to look at Fig..6 rom Porat ad igure out how to choose i & i to get Perect Reco

More information

Sampling Distribution Theory

Sampling Distribution Theory Poulatio ad amle: amlig Distributio Theory. A oulatio is a well-defied grou of idividuals whose characteristics are to be studied. Poulatios may be fiite or ifiite. (a) Fiite Poulatio: A oulatio is said

More information

ECE 2201 PRELAB 4A MOSFET SWITCHING APPLICATIONS. Digital CMOS Logic Inverter

ECE 2201 PRELAB 4A MOSFET SWITCHING APPLICATIONS. Digital CMOS Logic Inverter ECE 2201 PRELAB 4A MOSFET SWITCHING APPLICATIONS Digital CMOS Logic Iverter Had Aalysis P1. I the circuit of Fig. P41, estimate the roagatio delays t PLH ad t PHL usig the resistive switch model for each

More information

WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI

WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI Muhammad Kabir McGill Uiversity Departmet of Electrical ad Computer Egieerig Motreal, QC H3A 2A7 Email: muhammad.kabir@mail.mcgill.ca Carlos Christofferse

More information

NOISE IN A SPECTRUM ANALYZER. Carlo F.M. Carobbi and Fabio Ferrini Department of Information Engineering University of Florence, Italy

NOISE IN A SPECTRUM ANALYZER. Carlo F.M. Carobbi and Fabio Ferrini Department of Information Engineering University of Florence, Italy NOISE IN A SPECTRUM ANALYZER by Carlo.M. Carobbi ad abio errii Departet of Iforatio Egieerig Uiversity of lorece, Italy 1. OBJECTIVE The objective is to easure the oise figure of a spectru aalyzer with

More information

Measurement of Equivalent Input Distortion AN 20

Measurement of Equivalent Input Distortion AN 20 Measuremet of Equivalet Iput Distortio AN 2 Applicatio Note to the R&D SYSTEM Traditioal measuremets of harmoic distortio performed o loudspeakers reveal ot oly the symptoms of the oliearities but also

More information

Delta- Sigma Modulator with Signal Dependant Feedback Gain

Delta- Sigma Modulator with Signal Dependant Feedback Gain Delta- Sigma Modulator with Sigal Depedat Feedback Gai K.Diwakar #1 ad V.Vioth Kumar *2 # Departmet of Electroics ad Commuicatio Egieerig * Departmet of Electroics ad Istrumetatio Egieerig Vel Tech Uiversity,Cheai,

More information

Internet and Parallel Computing in Semiconductor Device Simulation

Internet and Parallel Computing in Semiconductor Device Simulation Iteret ad Parallel Comutig i Semicoductor Device Simulatio INN-LIANG LIU, YIMING LI 2, TIEN-SHENG CHAO 3, ad S. M. SZE 2 Deartmet of Alied Mathematics 2 Deartmet of Electroics Egieerig 3 Natioal Nao Device

More information

Adaptive processing and archiving of compound scanned documents

Adaptive processing and archiving of compound scanned documents Recet Researches i Commuicatios, Sigals ad Iformatio Techology Adative rocessig ad archivig of comoud scaed documets ROUMEN KOUNTCHEV Deartmet of Radio Commuicatios Techical Uiversity of Sofia Bul. Kl.

More information

RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM

RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM P.- A. Bélaer, A. Gajadharsih COPL, Départemet de Physique, Uiversité Laval. ad C. Paré Istitut Natioal d Optique INO, Québec. Abstract

More information

MU-MIMO Downlink Scheduling Based On Users Correlation and Fairness

MU-MIMO Downlink Scheduling Based On Users Correlation and Fairness MU-MIMO Dowli Shedulig Based O Users Correlatio ad Fairess Zhao i *, Peifeg i *, Kag G Shi * State Key aboratory of Itegrated Servie Networs, Xidia Uiversity Departmet of Eletrial Egieerig ad Computer

More information

7. Counting Measure. Definitions and Basic Properties

7. Counting Measure. Definitions and Basic Properties Virtual Laboratories > 0. Foudatios > 1 2 3 4 5 6 7 8 9 7. Coutig Measure Defiitios ad Basic Properties Suppose that S is a fiite set. If A S the the cardiality of A is the umber of elemets i A, ad is

More information

Evolution of Biped Locomotion Using Bees Algorithm, Based On Truncated Fourier Series

Evolution of Biped Locomotion Using Bees Algorithm, Based On Truncated Fourier Series Otober 20-22 2010 Sa Fraiso USA Evolutio of Biped Loomotio Usig Bees Algorithm Based O ruated Fourier Series Ebrahim Yazdi Vahid Azizi Abolfazl.Haghighat Abstrat I this paper a simple Fourier series based

More information

The Histogram Test of ADCs with Sinusoidal Stimulus is Unbiased by Phase Noise

The Histogram Test of ADCs with Sinusoidal Stimulus is Unbiased by Phase Noise The Histogram Test of ADCs with Siusoidal Stimulus is Ubiased b Phase Noise Fraiso Adré Corrêa Alegria, ember, IEEE, Atóio auel da Cruz Serra, Seior ember, IEEE Abstrat This paper is iteded to show that

More information

Contents. Contents...2 Foreword...3

Contents. Contents...2 Foreword...3 2 otets otets2 Foreord3 Setio 1 hords, tervals, ad Sales4 Overvie: hords, tervals, Sales, ad Triads4 Major Sales6 Triads8 Four-Note hords9 hords Built o the Major Triad9 hords Built o the Mior Triad9 hords

More information

TIME-DOMAIN MODAL ANALYSIS OF NON-PROPORTIONALLY DAMPED TWO-WAY ASYMMETRIC ELASTIC BUILDINGS

TIME-DOMAIN MODAL ANALYSIS OF NON-PROPORTIONALLY DAMPED TWO-WAY ASYMMETRIC ELASTIC BUILDINGS he 4 th World oferee o Earthqae Egieerig Otober 2-7, 28, Beijig, hia IE-OAI OAL AALYSIS OF O-PROPORIOALLY APE WO-WAY ASYERI ELASI BUILIGS J.L. Li ad.. sai 2 Assoiate Researh Fellow, eter for Researh o

More information

Symmetric implicit multiderivative numerical integrators for direct solution of fifth-order differential equations

Symmetric implicit multiderivative numerical integrators for direct solution of fifth-order differential equations Tammasat Iteratioal Joural of Sciece ad Tecology Vol.9, No., April-Jue 04 Symmetric implicit multiderivative umerical itegrators for direct solutio of fift-order differetial equatios S. J. Kayode* Departmet

More information

Physical Sciences For NET & SLET Exams Of UGC-CSIR. Part B and C. Volume-16. Contents

Physical Sciences For NET & SLET Exams Of UGC-CSIR. Part B and C. Volume-16. Contents Physical cieces For NET & LET Exams Of UC-CIR Part B ad C Volume-16 Cotets VI. Electroics 1.5 Field Effect evices 1 2.1 Otoelectroic evices 51 2.2 Photo detector 63 2.3 Light-Emittig iode (LE) 73 3.1 Oeratioal

More information

VARIATIONS in process parameter values and on-chip

VARIATIONS in process parameter values and on-chip IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION VLSI SYSTEMS 1 Comact Curret Source Models for Timig Aalysis uder Temerature ad Body Bias Variatios Saket Guta, ad Sachi S. Saatekar, Fellow, IEEE, Abstract

More information

Design of FPGA- Based SPWM Single Phase Full-Bridge Inverter

Design of FPGA- Based SPWM Single Phase Full-Bridge Inverter Desig of FPGA- Based SPWM Sigle Phase Full-Bridge Iverter Afarulrazi Abu Bakar 1, *,Md Zarafi Ahmad 1 ad Farrah Salwai Abdullah 1 1 Faculty of Electrical ad Electroic Egieerig, UTHM *Email:afarul@uthm.edu.my

More information

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS Mariusz Ziółko, Przemysław Sypka ad Bartosz Ziółko Departmet of Electroics, AGH Uiversity of Sciece ad Techology, al. Mickiewicza 3, 3-59 Kraków, Polad,

More information

Laboratory Exercise 3: Dynamic System Response Laboratory Handout AME 250: Fundamentals of Measurements and Data Analysis

Laboratory Exercise 3: Dynamic System Response Laboratory Handout AME 250: Fundamentals of Measurements and Data Analysis Laboratory Exercise 3: Dyamic System Respose Laboratory Hadout AME 50: Fudametals of Measuremets ad Data Aalysis Prepared by: Matthew Beigto Date exercises to be performed: Deliverables: Part I 1) Usig

More information

Comparative Analysis of Double Drift Region and Double Avalanche Region IMPATT Diodes

Comparative Analysis of Double Drift Region and Double Avalanche Region IMPATT Diodes Comarative Aalysis of Double Drift Regio ad Double Avalache Regio IMPATT Diodes ALEXANDER ZEMLIAK, ROQUE DE LA CRUZ Deartmet of Physics ad Mathematics Puebla Autoomous Uiversity Av. Sa Claudio y 8 Sur,

More information

VIII. Shell-Voicings

VIII. Shell-Voicings VIII. Shell-Voicigs A. The Cocept The 5th (ad ofte the root as well) ca be omitted from most 7th-chords. Ratioale: Most chords have perfect 5ths. The P5th is also preset as the rd partial i the overtoe

More information

PERMUTATIONS AND COMBINATIONS

PERMUTATIONS AND COMBINATIONS www.sakshieducatio.com PERMUTATIONS AND COMBINATIONS OBJECTIVE PROBLEMS. There are parcels ad 5 post-offices. I how may differet ways the registratio of parcel ca be made 5 (a) 0 (b) 5 (c) 5 (d) 5. I how

More information

Compound Controller for DC Motor Servo System Based on Inner-Loop Extended State Observer

Compound Controller for DC Motor Servo System Based on Inner-Loop Extended State Observer BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 6, No 5 Special Issue o Applicatio of Advaced Computig ad Simulatio i Iformatio Systems Sofia 06 Prit ISSN: 3-970; Olie ISSN:

More information

A Simulated Data Analysis on the Interval Estimation for the Binomial Proportion P

A Simulated Data Analysis on the Interval Estimation for the Binomial Proportion P Joural of Educatioal Policy ad Etrereeurial Research (JEPER) www.iiste.org Vol., N0., October 0. P 77-8 A Simulated Data Aalysis o the Iterval Estimatio for the Biomial Proortio P Juge B. Guillea Advetist

More information

Chater 6 Bipolar Junction Transistor (BJT)

Chater 6 Bipolar Junction Transistor (BJT) hater 6 iolar Juctio Trasistor (JT) Xiula heg/shirla heg -5- vetio asic about JT veted i 948 by ardee, rattai ad Shockley i ell ab (First Trasistor) iolar oth tyes of carriers (electro ad hole) lay imortat

More information

ANALYSIS OF HIGH PERFORMANCE FIR FILTER USING IMPROVED DISTRIBUTED ARITHMETIC

ANALYSIS OF HIGH PERFORMANCE FIR FILTER USING IMPROVED DISTRIBUTED ARITHMETIC Iteratioal Joural of Reet Advaes i Egieerig & Teholog (IJRAET) AALYSIS OF HIGH PERFORMACE FIR FILTER USIG IMPROVED DISTRIUTED ARITHMETIC hagalakshmi. Rekha K R ataraj K R 3 Asst Prof Departmet of ECE VKIT

More information

Maximum efficiency formulation for inductive power transfer with multiple receivers

Maximum efficiency formulation for inductive power transfer with multiple receivers LETTER IEICE Electroics Express, Vol1, No, 1 10 Maximum efficiecy formulatio for iductive power trasfer with multiple receivers Quag-Thag Duog a) ad Mioru Okada Graduate School of Iformatio Sciece, Nara

More information

Direction of Arrival Estimation under Spread Spectrum Reference Signal Assisted Radio

Direction of Arrival Estimation under Spread Spectrum Reference Signal Assisted Radio Communiations and Network, 013, 5, 33-37 ublised Online November 013 (tt://wwwsirorg/journal/n) tt://dxdoiorg/10436/n01354040 Diretion of Arrival Estimation under Sread Setrum Referene Signal Assisted

More information

Fingerprint Classification Based on Directional Image Constructed Using Wavelet Transform Domains

Fingerprint Classification Based on Directional Image Constructed Using Wavelet Transform Domains 7 Figerprit Classificatio Based o Directioal Image Costructed Usig Wavelet Trasform Domais Musa Mohd Mokji, Syed Abd. Rahma Syed Abu Bakar, Zuwairie Ibrahim 3 Departmet of Microelectroic ad Computer Egieerig

More information

The Firing Dispersion of Bullet Test Sample Analysis

The Firing Dispersion of Bullet Test Sample Analysis Iteratioal Joural of Materials, Mechaics ad Maufacturig, Vol., No., Ma 5 The Firig Dispersio of Bullet Test Sample Aalsis Youliag Xu, Jubi Zhag, Li Ma, ad Yoghai Sha Udisputed, this approach does reduce

More information

New Approach for Fault Location on Transmission Lines Not Requiring Line Parameters

New Approach for Fault Location on Transmission Lines Not Requiring Line Parameters New Aroach for Fault Locatio o Trasmissio Lies Not equirig Lie Parameters Z. M. adojević, C. H. Kim, M. Poov, G. Presto, V. Terzija Abstract This aer resets a ew umerical algorithm for fault locatio o

More information

Intermediate Information Structures

Intermediate Information Structures Modified from Maria s lectures CPSC 335 Itermediate Iformatio Structures LECTURE 11 Compressio ad Huffma Codig Jo Roke Computer Sciece Uiversity of Calgary Caada Lecture Overview Codes ad Optimal Codes

More information

Combined Scheme for Fast PN Code Acquisition

Combined Scheme for Fast PN Code Acquisition 13 th Iteratioal Coferece o AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT- 13, May 6 8, 009, E-Mail: asat@mtc.edu.eg Military Techical College, Kobry Elkobbah, Cairo, Egypt Tel : +(0) 4059 4036138, Fax:

More information