Kinematic design of a double wishbone type front suspension mechanism using multi-objective optimization

Size: px
Start display at page:

Download "Kinematic design of a double wishbone type front suspension mechanism using multi-objective optimization"

Transcription

1 5 th utralaian Congre on pplied Mehani, CM Deember 2007, Bribane, utralia Kinemati deign of a double wihbone tpe front upenion mehanim uing multi-objetive optimiation J. S. wang 1, S. R. Kim 1 and S. Y. an 2 1 Deptment of Mehanial Engineering, raduate Shool, anang Univerit, Korea 2 Shool of Mehanial Engineering, anang Univerit, Korea btrat: kinemati deign of a double wihbone tpe front upenion mehanim wa ued to determine the optimal hardpoint poition while onidering ontrollabilit and tabilit performane of a vehile imultaneoul. Variou performane parameter were laified into two objetive funtion related to ontrollabilit and tabilit performane. ditane funtion method wa implemented with multi-objetive optimiation. Multi-objetive optimiation wa performed b uing a geneti algorithm. When the multi-objetive optimiation onited of the performane parameter related to onl ontrollabilit or tabilit performane, variation of eah performane parameter were minimied b emphaiing the importane of eah performane parameter. It wa onluded that multi-objetive optimiation uing the ditane funtion method i ver effetive for obtaining the optimal hardpoint poition of a upenion mehanim. Keword: Controllabilit erformane, eneti lgorithm, erformane arameter, Stabilit erformane, Supenion Mehanim. 1 Introdution t the beginning of deigning a upenion mehanim, it i eential to determine the hardpoint poition through kinemati anali in order to atif the required ontrollabilit and tabilit performane of a vehile. The performane parameter uh a amber angle, toe angle, king pin angle, and ater angle are related to ontrollabilit performane, while the performane parameter of roll enter height and perent anti-dive are related to tabilit performane. ll are highl dependent on the hardpoint poition. Upon kinemati anale of a upenion mehanim, Suh [1] uggeted a nonlinear motion anali method of a upenion mehanim uing the diplaement matri. Kang [2] uggeted the ontraint equation of a pherial linder link and performed motion anali of a Mheron tpe upenion mehanim. For the optimum deign of a upenion mehanim, Simioneu [3] performed an optimum deign of a multi-link tpe upenion mehanim to minimie the hange of variou performane tpe Kim [4, 5] uggeted an approimate ompoition method of a multi-link tpe upenion mehanim uing an imaginar rew ai when a wheel i in troke and teering. lo, enitivit anali of the upenion mehanim harateriti due to hange in the hardpoint loation, kinemati anali, wa neear. Lee [6] laified the harateriti of wheel alignment into the funtion of ontrollabilit and traightne performane and performed multi-objetive optimiation uing a geneti algorithm. In thi tud, a double wihbone tpe upenion mehanim wa kinematiall analed. lo, the performane parameter oupled with eah other were laified into the performane funtion of kinemati ontrollabilit and tabilit. Multi-objetive funtion onited of the laified funtion. Sine the harateriti of the objetive funtion are nonlinear, a geneti algorithm wa ued to obtain a global olution. The poition of the hardpoint were etablihed a deign variable. The ditane funtion method wa implemented with multi-objetive optimiation in order to make the value of eah performane parameter approah the value at urb height and to minimie it variation when the wheel i in troke.

2 2 Kinemati anali of a upenion mehanim 2.1 Diplaement matri and ontraint Rigid bod motion an be epreed b the diplaement matri [ D α, β, γ ], whih onit of rotation angle and diplaement. Suh [1] performed a kinemati motion anali of a rigid bod uing the diplaement matri and ontraint. oint q on a rigid bod after rigid motion an be epreed b (1). q q1 [ Rα, β, γ ] ( p [ Rα, β, γ ] p1 ) q1 = [ Dα, β, γ ] = where, p and q are the point in a rigid bod after rigid motion, and p 1 and q 1 are the initial point in a rigid bod. [ R α, β, γ ] i the rotation matri. α, β and γ are the rotation angle with repet to,, and ae, repetivel. Contraint equation of a double wihbone tpe upenion mehanim are hown below. Sine the length of a link, whih i a omponent of tie rod, i ontant before and after moving in Figure 1, it an be written a (2). (1) ( ) + ( ) + ( ) = ( ) + ( ) + ( ) i 0 i 0 i 0 ( i = 2, 3,..., m) (2) uuuuur The length of vetor CiC0 of the upper arm hown in Figure 1 i ontant before and after it i uuuuur moved and an be epreed b (3). The vetor CiC0, whih proeed through point C 0 and i uuur perpendiular to the unit vetor, an be denoted b (4). ( C C ) + ( C C ) + ( C C ) = ( C C ) + ( C C ) + ( C C ) i 0 i 0 i 0 ( i = 2, 3,..., m) (3) uu ( Ci C0 ) + uu ( Ci C0 ) + uu ( Ci C0 ) = 0, uuur (4) ( : unit vetor of i = 2, 3,..., m) u u For the lower arm, the ame ontraint an be epreed b (5) and (6), repetivel. ( B B ) + ( B B ) + ( B B ) = ( B B ) + ( B B ) + ( B B ) i 0 i 0 i 0 ( i = 2, 3,..., m) (5) u ( B B ) + u ( B B ) + u ( B B ) = 0, l i 0 l i 0 l i 0 uuur (6) ( : unit vetor of i = 2,3,..., m) u l C 0 0 C 1 1 front diretion B 0 S 1 E 1 bump rebound B 1 Figure 1 Shemati diagram of a front wheel ued with a double wihbon upenion mehanim

3 3 Optimum deign of a upenion mehanim 3.1 Formulation The multi-objetive optimiation problem onidering kinemati ontrollabilit and tabilit performane of a vehile in thi tud an be formulated a hown in (7). Minimie F ( ) = w F ( ) + w F ( ) Subjet to g ( ) 0 i = 1,2,..., m i (7) where, F ( ) i the objetive funtion for ontrollabilit performane oniting of amber angle, toe angle, king pin angle, and ater angle. F ( ) i the objetive funtion for tabilit performane, whih inlude roll enter height and perent anti-dive. w and w are the weighting fator for the ontrollabilit and tabilit performane objetive funtion, repetivel. The ditane funtion method a an optimiation tehnique wa implemented with multi-objetive optimiation in order to make the value of eah performane parameter approah the value of urb height and minimie their hange during wheel troke. ale fator wa emploed to make eah performane parameter uniform, and then eah performane parameter wa evaluated b (8). If f ε, where, i ver loed to ero m 1/ 2 2 i i = 1 Ue f f ( ) f, m = 13 Ele, ue f m i = 1 i ( ) f f f 1/2 2 (8) where, f, f ( ) i, and f are the value, i th value, and a ale fator of eah performane parameter, repetivel. The value of eah performane parameter at urb height for a double wihbone tpe upenion mehanim are lited in Table 1 [7]. 3.2 Contraint and deign variable Etablihment of the aeptable range of eah performane parameter at urb height i ver helpful for ontrollabilit and tabilit performane during the deign of a upenion mehanim. From the reearh reult of Lee [6], and alderman [7], the aeptable range of eah performane parameter at urb height were referred. lo, ine the harmon of amber angle and toe angle when the wheel i in troke enhane traightne performane and prevention of tire wear, the tenden of toe in and poitive amber during rebound, a well a toe out and negative amber during bump, hould be required. The poition of the hardpoint attahed to the vehile bod and wheel aembl were etablihed a deign variable. The aeptable range of the deign variable are ummaried in Table Optimiation reult Optimiation reult of eah performane parameter after adjutment b objetive funtion weighting fator for kinemati ontrollabilit and tabilit performane are hown in Figure 3 and 4. The -ai denote the degree of rebound and bump, and the -ai indiate the variation of eah performane parameter during rebound and bump. The weighting fator, wi ( i = 1,2, 3, 4) for kinemati ontrollabilit performane were given a 0.25 for wi ( i = 1,2, 3, 4). The weighting fator, w j ( j = 5, 6), for kinemati tabilit performane were given a 0.5. Figure 3 how the optimiation reult for kinemati ontrollabilit performane, whih onited of amber angle, toe angle, king pin angle, and ater angle in the ae of w = 0.8, w = 0.2, and vie vera. The aeptable range of eah performane parameter related to ontrollabilit a well a ta-

4 Table 1 Idle value of eah performane parameter f Cam Toe Kin Ca Rh Fap value mm 27.9% Table 2 Range of deign variable Upper arm Lower arm Tie Rod Lower DV Upper Lower DV Upper Lower DV Upper C C C B B B Table 3 Optimum olution for w = 0.2, w = 0.8, and vie vera (unit: mm) OS C 1 C 1 w = 0.2, w = w = 0.8, w = OS w = 0.2, w = w = 0.8, w = OS w = 0.2, w = w = 0.8, w = OS: optimum olution Start 1 B 1 B 1 C 1 B 1 Input weighting fator of ontrollabilit, tabilit and eah performane parameter Input parameter of geneti algoritnm Vertial movement of wheel enter 60 mm Ei _ 60 mm, i = 1,2,...,13 Simulation Solve nonlinear equation Calulation diplaed joint oordinate Calulate performane parameter 1. amber angle 2. toe angle 3. king pin angle 4. ater angle 5. roll enter height 6. perent anti-dive erform multi o bjetive optimiation Minimie F( ) = w F ( ) + w F ( ) Optimiatoin Convergene? No Stop Ye Figure 2 Flow hart of the imulation and optimiation proe

5 Figure 3 Variation of eah performane parameter related to ontrollabilit performane Figure 4 Variation of eah performane parameter related to tabilit performane

6 bilit were atified at urb height. In the ae of the larger weight fator for ontrollabilit performane, the variation of eah performane parameter were minimied, and approahed eah point ompared with the larger weight fator for tabilit performane. Furthermore it wa hown that the variation of toe angle were ver mall and almot the ame value a the point. Figure 4 how the optimiation reult for kinemati tabilit performane that onited of roll enter height and perent anti-dive in the ae of w = 0.2, w = 0.8 and vie vera. The aeptable range of eah performane parameter related to ontrollabilit a well a tabilit performane were atified at urb height. In the ae of the larger weighting fator for tabilit performane, the variation of eah performane parameter related to it wa minimied, and approahed eah point ompared with the larger weight fator for ontrollabilit performane. The optimal olution for the two ae are ummaried in Table 3. The aeptable range of all performane parameter at urb height were atified for all ae. In the ae of the larger weighting fator for eah performane parameter related to tabilit performane, it variation were minimied, and approahed eah point ompared to the maller weighting fator for the other performane parameter. In partiular, it i hown that the variation of perent anti-dive were ver mall and remained loe to the point. 5 Conluion In thi tud, a double wihbone tpe upenion mehanim wa kinematiall analed, and the ditane funtion method wa implemented with multi-objetive optimiation. Optimal poition of the hardpoint were determined b a geneti algorithm through multi-objetive optimiation. The onluion derived from thi tud are a follow: (1) It wa verified that multi-objetive optimiation wa effetivel performed uing the ditane method in order to make the value of eah harateriti fator approah the value at urb height and minimie their variation throughout the wheel troke. (2) In the ae of the larger weighting fator for ontrollabilit performane, the variation of amber angle, toe angle, king pin angle, and ater angle were minimied. Converel, in the ae of the larger weighting fator for tabilit performane, the variation of roll enter height and perent antidive were minimied. Moreover, it wa hown that the variation of toe angle were ver mall, produing a imilar value to that of the point. (3) In the ae of the larger weighting fator for eah performane parameter related to ontrollabilit or tabilit performane, it variation were minimied and approahed eah point in omparion to the maller weighting fator for the other performane parameter. Moreover, it wa hown that the variation of the toe angle wa ver mall and remained near the point. knowledgement Thi work wa upported b the BK21 projet of the Korea Reearh Foundation. Referene [1] Suh, C.., 1989, Snthei and nali of Supenion Mehanim with Ue of Diplaement Matrie, SE paper , pp. 189~200. [2] Kang,. Y. and Suh, C.., 1994, Snthei and nali of Spherial-Clindrial (SC) Link in the Mpheron Strut Supenion Mehanim, SME J. of Mehanial Deign, Vol. 116, pp. 599~606. [3] Simioneu,.. and Beale, D., 2002, Snthei and nali of the Five-Link Rear Supenion Stem ued in utomobile, Mehanim and Mahine Theor, Vol. 32, pp. 815~232. [4] Kim, S.., Shim, J. K. and Lee, T. Y., 1999, pproimate Snthei of 5-SS Multi Link Supenion Stem Uing Intantaneou Srew i, KSME 99F173, pp. 1010~1015. [5] Kim, S.., Shim, J. K., hn. B. E. and Lee, U. K., 2001, pproimate Snthei of 5-SS Multi Link Supenion Stem for Steering Motion, KSME, Vol. 25, pp. 32~38. [6] Lee, D.., Kim, T. S. and Kim, J. J., 2000, Optimum Deign of Supenion Stem Uing eneti algorithm, Tranation of KSE, Vol. 8, pp.138~147. [7] alderman, J. D. and Mithell, Jr. C. D., 2000, utomotive Steering, Supenion, and lignment, rentie all.

KINEMATIC ANALYSIS OF VARIOUS ROBOT CONFIGURATIONS

KINEMATIC ANALYSIS OF VARIOUS ROBOT CONFIGURATIONS International Reearh Journal of Engineering and Tehnology (IRJET) e-in: 39-6 Volume: 4 Iue: May -7 www.irjet.net p-in: 39-7 KINEMATI ANALYI OF VARIOU ROBOT ONFIGURATION Game R. U., Davkhare A. A., Pakhale..

More information

Inverse Kinematics 1 1/29/2018

Inverse Kinematics 1 1/29/2018 Invere Kinemati 1 Invere Kinemati 2 given the poe of the end effetor, find the joint variable that produe the end effetor poe for a -joint robot, given find 1 o R T 3 2 1,,,,, q q q q q q RPP + Spherial

More information

Datum Transformations of NAV420 Reference Frames

Datum Transformations of NAV420 Reference Frames NA4CA Appliation Note Datum ranformation of NA4 Referene Frame Giri Baleri, Sr. Appliation Engineer Crobow ehnology, In. http://www.xbow.om hi appliation note explain how to onvert variou referene frame

More information

Rotation Matrices Three interpretations of rotational matrices Representing the coordinates of a point in two different frames

Rotation Matrices Three interpretations of rotational matrices Representing the coordinates of a point in two different frames From Lat Cla Numerial Integration Stabilit v. hoie of te ie Firt orer v. higher orer metho obot Kinemati obot onfiguration Configuration ae Joint oorinate v. workae oorinate Poition Kinemati otation Tranlation

More information

Introduction to Seismology Spring 2008

Introduction to Seismology Spring 2008 MIT OpenCourseWare http://ow.mit.edu 1.510 Introdution to Seismology Spring 008 For information about iting these materials or our Terms of Use, visit: http://ow.mit.edu/terms. 1.510 Leture Notes 3.3.007

More information

Description of Traffic in ATM Networks by the First Erlang Formula

Description of Traffic in ATM Networks by the First Erlang Formula 5th International Conferene on Information Tehnology and Appliation (ICITA 8) Deription of Traffi in ATM Network by the Firt Erlang Formula Erik Chromý, Matej Kavaký and Ivan Baroňák Abtrat In the paper

More information

Combined Radix-10 and Radix-16 Division Unit

Combined Radix-10 and Radix-16 Division Unit Combined adix- and adix-6 Diviion Unit Tomá ang and Alberto Nannarelli Dept. of Eletrial Engineering and Computer Siene, Univerity of California, Irvine, USA Dept. of Informati & Math. Modelling, Tehnial

More information

Macrohomogenous Li-Ion-Battery Modeling - Strengths and Limitations

Macrohomogenous Li-Ion-Battery Modeling - Strengths and Limitations Marohomogenou Li-Ion-Battery Modeling - Strength and Limitation Marku Lindner Chritian Wieer Adam Opel AG Sope Purpoe of the reearh: undertand and quantify impat of implifiation in marohomogeneou model

More information

Projections. Let us start with projections in 2D, because there are easier to visualize.

Projections. Let us start with projections in 2D, because there are easier to visualize. Projetions Let us start ith projetions in D, beause there are easier to visualie. Projetion parallel to the -ais: Ever point in the -plane ith oordinates (, ) ill be transformed into the point ith oordinates

More information

In-Plane Shear Behavior of SC Composite Walls: Theory vs. Experiment

In-Plane Shear Behavior of SC Composite Walls: Theory vs. Experiment Tranation, MiRT, 6- November,, New Delhi, India Div-VI: Paper ID# 764 In-Plane hear Behavior of C Compoite Wall: Theory v. Experiment Amit H. Varma, ai Zhang, Hoeok Chi 3, Peter Booth 4, Tod Baker 5 Aoiate

More information

Motion Control (wheeled robots)

Motion Control (wheeled robots) 3 Motion Control (wheeled robot) Requirement for Motion Control Kinematic / dynamic model of the robot Model of the interaction between the wheel and the ground Definition of required motion -> peed control,

More information

Particle Swarm Optimization for the Design of High Diffraction Efficient Holographic Grating

Particle Swarm Optimization for the Design of High Diffraction Efficient Holographic Grating Original Artile Partile Swarm Optimization for the Design of High Diffration Effiient Holographi Grating A.K. Tripathy 1, S.K. Das, M. Sundaray 3 and S.K. Tripathy* 4 1, Department of Computer Siene, Berhampur

More information

SYNTHESIS AND SIMULATION OF A MULTILINK SUSPENSION MECHANISM

SYNTHESIS AND SIMULATION OF A MULTILINK SUSPENSION MECHANISM Journal Mechanisms and Manipulators Vol. 5, Nr. 2, 26. pp. 55-6 ARoTMM - IFToMM SYNTHESIS AND SIMULATION OF A MULTILINK SUSPENSION MECHANISM Giorgio FIGLIOLINI*, Pierluigi REA* DiMSAT, Universit of Cassino

More information

Automatic design of robust PID controllers based on QFT specifications

Automatic design of robust PID controllers based on QFT specifications IFAC Conferene on Advane in PID Control PID'1 Breia (Italy), Marh 8-3, 1 Automati deign of robut PID ontroller baed on QFT peifiation R. Comaòliva*, T. Eobet* J. Quevedo* * Advaned Control Sytem (SAC),

More information

Deterministic Access for DSRC/802.11p Vehicular Safety Communication

Deterministic Access for DSRC/802.11p Vehicular Safety Communication eterminiti Ae for SRC/802.11p Vehiular Safety Communiation Jihene Rezgui, Soumaya Cheraoui, Omar Charoun INTERLAB Reearh Laboratory Univerité de Sherbrooe, Canada {jihene.rezgui, oumaya.heraoui, omar.haroun

More information

Self-Adaptive Parent to Mean-Centric Recombination for Real-Parameter Optimization

Self-Adaptive Parent to Mean-Centric Recombination for Real-Parameter Optimization Self-Adaptive Parent to Mean-Centri Reombination for Real-Parameter Optimization Kalyanmoy Deb and Himanshu Jain Department of Mehanial Engineering Indian Institute of Tehnology Kanpur Kanpur, PIN 86 {deb,hjain}@iitk.a.in

More information

Recall: Function Calls to Create Transform Matrices

Recall: Function Calls to Create Transform Matrices Reall: Fntion Calls to Create Transform Matries Previosl made fntion alls to generate 44 matries for identit, translate, sale, rotate transforms Pt transform matri into CTM Eample mat4 m = Identit(; CTM

More information

HOMEWORK #3 BME 473 ~ Applied Biomechanics Due during Week #10

HOMEWORK #3 BME 473 ~ Applied Biomechanics Due during Week #10 HOMEWORK #3 BME 473 ~ Applied Biomechanic Due during Week #1 1. We dicued different angle et convention in cla. One common convention i a Bod-fied X-Y-Z rotation equence. With thi convention, the B frame

More information

NONLINEAR BACK PROJECTION FOR TOMOGRAPHIC IMAGE RECONSTRUCTION. Ken Sauer and Charles A. Bouman

NONLINEAR BACK PROJECTION FOR TOMOGRAPHIC IMAGE RECONSTRUCTION. Ken Sauer and Charles A. Bouman NONLINEAR BACK PROJECTION FOR TOMOGRAPHIC IMAGE RECONSTRUCTION Ken Sauer and Charles A. Bouman Department of Eletrial Engineering, University of Notre Dame Notre Dame, IN 46556, (219) 631-6999 Shool of

More information

A Novel Validity Index for Determination of the Optimal Number of Clusters

A Novel Validity Index for Determination of the Optimal Number of Clusters IEICE TRANS. INF. & SYST., VOL.E84 D, NO.2 FEBRUARY 2001 281 LETTER A Novel Validity Index for Determination of the Optimal Number of Clusters Do-Jong KIM, Yong-Woon PARK, and Dong-Jo PARK, Nonmembers

More information

Incorporating Speculative Execution into Scheduling of Control-flow Intensive Behavioral Descriptions

Incorporating Speculative Execution into Scheduling of Control-flow Intensive Behavioral Descriptions Inorporating Speulative Exeution into Sheduling of Control-flow Intenive Behavioral Deription Ganeh Lakhminarayana, Anand Raghunathan, and Niraj K. Jha Dept. of Eletrial Engineering C&C Reearh Laboratorie

More information

Shortest Paths in Directed Graphs

Shortest Paths in Directed Graphs Shortet Path in Direted Graph Jonathan Turner January, 0 Thi note i adapted from Data Struture and Network Algorithm y Tarjan. Let G = (V, E) e a direted graph and let length e a real-valued funtion on

More information

Performance of Histogram-Based Skin Colour Segmentation for Arms Detection in Human Motion Analysis Application

Performance of Histogram-Based Skin Colour Segmentation for Arms Detection in Human Motion Analysis Application World Aademy of Siene, Engineering and Tehnology 8 009 Performane of Histogram-Based Skin Colour Segmentation for Arms Detetion in Human Motion Analysis Appliation Rosalyn R. Porle, Ali Chekima, Farrah

More information

Pipelined Multipliers for Reconfigurable Hardware

Pipelined Multipliers for Reconfigurable Hardware Pipelined Multipliers for Reonfigurable Hardware Mithell J. Myjak and José G. Delgado-Frias Shool of Eletrial Engineering and Computer Siene, Washington State University Pullman, WA 99164-2752 USA {mmyjak,

More information

timestamp, if silhouette(x, y) 0 0 if silhouette(x, y) = 0, mhi(x, y) = and mhi(x, y) < timestamp - duration mhi(x, y), else

timestamp, if silhouette(x, y) 0 0 if silhouette(x, y) = 0, mhi(x, y) = and mhi(x, y) < timestamp - duration mhi(x, y), else 3rd International Conferene on Multimedia Tehnolog(ICMT 013) An Effiient Moving Target Traking Strateg Based on OpenCV and CAMShift Theor Dongu Li 1 Abstrat Image movement involved bakground movement and

More information

12 Rational Functions

12 Rational Functions Funtions Conepts: The Definition of a Funtion Identifing Funtions Finding the Domain of a Funtion The Big-Little Priniple Vertial and Horizontal Asmptotes The Graphs of Funtions (Setion.) Definition. A

More information

Comparative Analysis of two Types of Leg-observation-based Visual Servoing Approaches for the Control of a Five-bar Mechanism

Comparative Analysis of two Types of Leg-observation-based Visual Servoing Approaches for the Control of a Five-bar Mechanism Proeedings of Australasian Conferene on Robotis and Automation, 2-4 De 2014, The University of Melbourne, Melbourne, Australia Comparative Analysis of two Types of Leg-observation-based Visual Servoing

More information

Relayer Selection Strategies in Cellular Networks with Peer-to-Peer Relaying

Relayer Selection Strategies in Cellular Networks with Peer-to-Peer Relaying Relayer Seletion Strategie in Cellular Network with Peer-to-Peer Relaying V. Sreng, H. Yanikomeroglu, and D. D. Faloner Broadband Communiation and Wirele Sytem (BCWS) Centre Dept. of Sytem and Computer

More information

Simultaneous image orientation in GRASS

Simultaneous image orientation in GRASS Simultaneous image orientation in GRASS Alessandro BERGAMINI, Alfonso VITTI, Paolo ATELLI Dipartimento di Ingegneria Civile e Ambientale, Università degli Studi di Trento, via Mesiano 77, 38 Trento, tel.

More information

An Effective Hardware Architecture for Bump Mapping Using Angular Operation

An Effective Hardware Architecture for Bump Mapping Using Angular Operation Graphis Hardware (2003) M. Doggett W. Heidrih W. Mark. Shilling (Editors) n Effetive Hardware rhiteture for Bump Mapping Using ngular peration S. G. Lee W. C. Park W. J. Lee T. D. Han and S. B. Yang Department

More information

Abstract. Key Words: Image Filters, Fuzzy Filters, Order Statistics Filters, Rank Ordered Mean Filters, Channel Noise. 1.

Abstract. Key Words: Image Filters, Fuzzy Filters, Order Statistics Filters, Rank Ordered Mean Filters, Channel Noise. 1. Fuzzy Weighted Rank Ordered Mean (FWROM) Filters for Mixed Noise Suppression from Images S. Meher, G. Panda, B. Majhi 3, M.R. Meher 4,,4 Department of Eletronis and I.E., National Institute of Tehnology,

More information

1. Introduction. Abstract

1. Introduction. Abstract Automati Ontology Derivation Uing Clutering for Image Claifiation 1 Latifur Khan and Lei Wang Department of Computer Siene Univerity of Texa at Dalla, TX 75083-0688 Email: [lkhan, leiwang]@utdalla.edu

More information

MATH STUDENT BOOK. 12th Grade Unit 6

MATH STUDENT BOOK. 12th Grade Unit 6 MATH STUDENT BOOK 12th Grade Unit 6 Unit 6 TRIGONOMETRIC APPLICATIONS MATH 1206 TRIGONOMETRIC APPLICATIONS INTRODUCTION 3 1. TRIGONOMETRY OF OBLIQUE TRIANGLES 5 LAW OF SINES 5 AMBIGUITY AND AREA OF A TRIANGLE

More information

1. Introduction. 2. The Probable Stope Algorithm

1. Introduction. 2. The Probable Stope Algorithm 1. Introdution Optimization in underground mine design has reeived less attention than that in open pit mines. This is mostly due to the diversity o underground mining methods and omplexity o underground

More information

Numerical Modeling of Material Discontinuity Using Mixed MLPG Collocation Method

Numerical Modeling of Material Discontinuity Using Mixed MLPG Collocation Method umerical odeling of aterial Dicontinuit Uing ied LPG Collocation ethod B. alušić 1,. Sorić 1 and T. arak 1 Abtract A mied LPG collocation method i applied for the modeling of material dicontinuit in heterogeneou

More information

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing.

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing. Send Order for Reprint to reprint@benthamcience.ae 488 The Open Automation and Control Sytem Journal, 2014, 6, 488-492 Open Acce Parameter Optimization of Linear Phaed Array Tranducer for Defect Detection

More information

Smooth Trajectory Planning Along Bezier Curve for Mobile Robots with Velocity Constraints

Smooth Trajectory Planning Along Bezier Curve for Mobile Robots with Velocity Constraints Smooth Trajetory Planning Along Bezier Curve for Mobile Robots with Veloity Constraints Gil Jin Yang and Byoung Wook Choi Department of Eletrial and Information Engineering Seoul National University of

More information

An Optimized Approach on Applying Genetic Algorithm to Adaptive Cluster Validity Index

An Optimized Approach on Applying Genetic Algorithm to Adaptive Cluster Validity Index IJCSES International Journal of Computer Sienes and Engineering Systems, ol., No.4, Otober 2007 CSES International 2007 ISSN 0973-4406 253 An Optimized Approah on Applying Geneti Algorithm to Adaptive

More information

A Novel Method for Removing Image Staircase Artifacts

A Novel Method for Removing Image Staircase Artifacts Vol.139 (SIP 016, pp.56-63 http://dx.doi.org/10.1457/atl.016.139.54 A Novel Method for Removing Image Stairae Artifat Zhong Chen 1,, Zhiwei Hou 1, Yuegang Xing, Xiaobing Chen 1 1 Jiangu Key Laboratory

More information

Trajectory Tracking Control for A Wheeled Mobile Robot Using Fuzzy Logic Controller

Trajectory Tracking Control for A Wheeled Mobile Robot Using Fuzzy Logic Controller Trajetory Traking Control for A Wheeled Mobile Robot Using Fuzzy Logi Controller K N FARESS 1 M T EL HAGRY 1 A A EL KOSY 2 1 Eletronis researh institute, Cairo, Egypt 2 Faulty of Engineering, Cairo University,

More information

Optimal Rough Terrain Trajectory Generation for Wheeled Mobile Robots

Optimal Rough Terrain Trajectory Generation for Wheeled Mobile Robots Thoma M. Howard Alonzo Kell Roboti Intitute Carnegie Mellon Unierit Pittburgh, PA 15213-389, USA {thoward,alonzo}@ri.mu.edu http://www.ri.mu.edu/people/{howard_thoma,kell_alonzo}.html Optimal Rough Terrain

More information

Visual Targeted Advertisement System Based on User Profiling and Content Consumption for Mobile Broadcasting Television

Visual Targeted Advertisement System Based on User Profiling and Content Consumption for Mobile Broadcasting Television Viual Targeted Advertiement Sytem Baed on Uer Profiling and ontent onumption for Mobile Broadating Televiion Silvia Uribe Federio Alvarez Joé Manuel Menéndez Guillermo inero Abtrat ontent peronaliation

More information

The Minimum Redundancy Maximum Relevance Approach to Building Sparse Support Vector Machines

The Minimum Redundancy Maximum Relevance Approach to Building Sparse Support Vector Machines The Minimum Redundany Maximum Relevane Approah to Building Sparse Support Vetor Mahines Xiaoxing Yang, Ke Tang, and Xin Yao, Nature Inspired Computation and Appliations Laboratory (NICAL), Shool of Computer

More information

Parametric Micro-level Performance Models for Parallel Computing

Parametric Micro-level Performance Models for Parallel Computing Computer Siene Tehnial Report Computer Siene 12-5-1994 Parametri Miro-level Performane Model for Parallel Computing Youngtae Kim Iowa State Univerity Mark Fienup Iowa State Univerity Jeffrey S. Clary Iowa

More information

A radiometric analysis of projected sinusoidal illumination for opaque surfaces

A radiometric analysis of projected sinusoidal illumination for opaque surfaces University of Virginia tehnial report CS-21-7 aompanying A Coaxial Optial Sanner for Synhronous Aquisition of 3D Geometry and Surfae Refletane A radiometri analysis of projeted sinusoidal illumination

More information

ISSN (Online), Volume 1, Special Issue 2(ICITET 15), March 2015 International Journal of Innovative Trends and Emerging Technologies

ISSN (Online), Volume 1, Special Issue 2(ICITET 15), March 2015 International Journal of Innovative Trends and Emerging Technologies International Journal of Innovative Trend and Emerging Tehnologie ROBUST SCAN TECHNIQUE FOR SECURED AES AGAINST DIFFERENTIAL CRYPTANALYSIS BASED SIDE CHANNEL ATTACK A.TAMILARASAN 1, MR.A.ANBARASAN 2 1

More information

Mechanical Design and Kinematics Analysis of a Hydraulically Actuated Manipulator

Mechanical Design and Kinematics Analysis of a Hydraulically Actuated Manipulator Send Order for Reprint to reprint@benthamcience.net The Open Mechanical Engineering Journal 0 8 7-7 Open Acce Mechanical Deign and Kinematic Anali of a Hdraulicall Actuated Manipulator Xuewen Rong Rui

More information

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart.

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart. Univerität Augburg à ÊÇÅÍÆ ËÀǼ Approximating Optimal Viual Senor Placement E. Hörter, R. Lienhart Report 2006-01 Januar 2006 Intitut für Informatik D-86135 Augburg Copyright c E. Hörter, R. Lienhart Intitut

More information

Stable Road Lane Model Based on Clothoids

Stable Road Lane Model Based on Clothoids Stable Road Lane Model Based on Clothoids C Gakstatter*, S Thomas**, Dr P Heinemann*, Prof Gudrun Klinker*** *Audi Eletronis Venture GmbH, **Leibniz Universität Hannover, ***Tehnishe Universität Münhen

More information

A {k, n}-secret Sharing Scheme for Color Images

A {k, n}-secret Sharing Scheme for Color Images A {k, n}-seret Sharing Sheme for Color Images Rastislav Luka, Konstantinos N. Plataniotis, and Anastasios N. Venetsanopoulos The Edward S. Rogers Sr. Dept. of Eletrial and Computer Engineering, University

More information

Kinematics-Based Simulation and Animation of Articulated Rovers Traversing Rough Terrain

Kinematics-Based Simulation and Animation of Articulated Rovers Traversing Rough Terrain Int'l Conf. Modeling, Sim. and Vis. Methods MSV'16 3 Kinematics-Based Simulation and Animation of Articulated Rovers raversing Rough errain Mahmoud arokh Department of Computer Sence, San Diego State Universit

More information

Calculations for multiple mixers are based on a formalism that uses sideband information and LO frequencies: ( ) sb

Calculations for multiple mixers are based on a formalism that uses sideband information and LO frequencies: ( ) sb Setting frequeny parameter in the WASP databae A. Harri 24 Aug 2003 Calulation for multiple mixer are baed on a formalim that ue ideband information and LO frequenie: b b := ign f ig f LO f IF := f ig

More information

The Mathematics of Simple Ultrasonic 2-Dimensional Sensing

The Mathematics of Simple Ultrasonic 2-Dimensional Sensing The Mathematis of Simple Ultrasoni -Dimensional Sensing President, Bitstream Tehnology The Mathematis of Simple Ultrasoni -Dimensional Sensing Introdution Our ompany, Bitstream Tehnology, has been developing

More information

Cluster-Based Cumulative Ensembles

Cluster-Based Cumulative Ensembles Cluster-Based Cumulative Ensembles Hanan G. Ayad and Mohamed S. Kamel Pattern Analysis and Mahine Intelligene Lab, Eletrial and Computer Engineering, University of Waterloo, Waterloo, Ontario N2L 3G1,

More information

GLOBAL EDITION. Interactive Computer Graphics. A Top-Down Approach with WebGL SEVENTH EDITION. Edward Angel Dave Shreiner

GLOBAL EDITION. Interactive Computer Graphics. A Top-Down Approach with WebGL SEVENTH EDITION. Edward Angel Dave Shreiner GLOBAL EDITION Interactive Computer Graphics A Top-Down Approach with WebGL SEVENTH EDITION Edward Angel Dave Shreiner This page is intentionall left blank. 4.10 Concatenation of Transformations 219 in

More information

Reading Object Code. A Visible/Z Lesson

Reading Object Code. A Visible/Z Lesson Reading Objet Code A Visible/Z Lesson The Idea: When programming in a high-level language, we rarely have to think about the speifi ode that is generated for eah instrution by a ompiler. But as an assembly

More information

A NEW FAMILY OF 3-DOF PARALLEL ROBOT MANIPULATORS FOR PICK-AND-PLACE OPERATIONS

A NEW FAMILY OF 3-DOF PARALLEL ROBOT MANIPULATORS FOR PICK-AND-PLACE OPERATIONS Proeeding of OEM 5 opyrigt 5 by AM 8t International ongre of Meanial Engineering Noember 6-, 5, Ouro Preto, MG A NEW FAMIY OF -DOF PARAE ROO MANIPUAORS FOR PIK-AND-PAE OPERAIONS. A. e-oelo D. M. ranini

More information

On the analysis of double wishbone suspension

On the analysis of double wishbone suspension 0123456789 Bulletin of the JSME Journal of Advanced Mechanical Design, Systems, and Manufacturing Vol.9, No.3, 2015 On the analysis of double wishbone suspension Engin TANIK * and Volkan PARLAKTAŞ * *

More information

Vibration of buildings on pile groups due to railway traffic finiteelement boundary-element, approximating and prediction methods

Vibration of buildings on pile groups due to railway traffic finiteelement boundary-element, approximating and prediction methods ie 010 Nottingham University Press Proeedings of the International Conferene on Computing in Civil and Building Engineering W Tizani (Editor) Viration of uildings on pile groups due to railway traffi finiteelement

More information

Mechanism and Control of a 4WD Robotic Platform for Omnidirectional Wheelchairs

Mechanism and Control of a 4WD Robotic Platform for Omnidirectional Wheelchairs The 009 IEEE/RS International Conferene on Intelligent Robots and Systems Otober -5, 009 St. Louis, USA Mehanism and Control of a 4D Roboti Platform for Omnidiretional heelhairs Masayoshi ada, Member,

More information

Reading Object Code. A Visible/Z Lesson

Reading Object Code. A Visible/Z Lesson Reading Objet Code A Visible/Z Lesson The Idea: When programming in a high-level language, we rarely have to think about the speifi ode that is generated for eah instrution by a ompiler. But as an assembly

More information

Contributions to the cinematic and dynamic study of parallel mechanism robots with four degrees of freedom

Contributions to the cinematic and dynamic study of parallel mechanism robots with four degrees of freedom Equation Chapter Setion Forgó Zoltán, eng. hd. andidate Contributions to the inemati and dynami study of parallel mehanism robots with four degrees of freedom Abstrat of hd hesis Sientifi oordinator: Niolae

More information

WIRELESS CAPSULE ENDOSCOPY IMAGES ENHANCEMENT BASED ON ADAPTIVE ANISOTROPIC DIFFUSION

WIRELESS CAPSULE ENDOSCOPY IMAGES ENHANCEMENT BASED ON ADAPTIVE ANISOTROPIC DIFFUSION WIRELESS CAPSULE ENDOSCOPY IMAGES ENHANCEMENT BASED ON ADAPTIVE ANISOTROPIC DIFFUSION Lei Li 1, Y. X. ZOU 1* and Yi Li 1 ADSPLAB/ELIP, Shool of ECE, Peking Universit, Shenzhen 518055, China Shenzhen JiFu

More information

Using Augmented Measurements to Improve the Convergence of ICP

Using Augmented Measurements to Improve the Convergence of ICP Using Augmented Measurements to Improve the onvergene of IP Jaopo Serafin, Giorgio Grisetti Dept. of omputer, ontrol and Management Engineering, Sapienza University of Rome, Via Ariosto 25, I-0085, Rome,

More information

SPH3UW Unit 7.1 The Ray Model of Light Page 2 of 5. The accepted value for the speed of light inside a vacuum is c m which we usually

SPH3UW Unit 7.1 The Ray Model of Light Page 2 of 5. The accepted value for the speed of light inside a vacuum is c m which we usually SPH3UW Unit 7. The Ray Model of Light Page of 5 Note Phyi Tool box Ray light trael in traight path alled ray. Index of refration (n) i the ratio of the peed of light () in a auu to the peed of light in

More information

End-effector pose estimation of the Monash Epicyclic-Parallel Manipulator through the visual observation of its legs

End-effector pose estimation of the Monash Epicyclic-Parallel Manipulator through the visual observation of its legs End-effetor pose estimation of the Monash Epiyli-Parallel Manipulator through the visual observation of its legs Alessia Vignolo,Sébastien Briot, Philippe Martinet,, Chao Chen 3 Abstrat Past researh works

More information

Multi-Piece Mold Design Based on Linear Mixed-Integer Program Toward Guaranteed Optimality

Multi-Piece Mold Design Based on Linear Mixed-Integer Program Toward Guaranteed Optimality INTERNATIONAL CONFERENCE ON MANUFACTURING AUTOMATION (ICMA200) Multi-Piee Mold Design Based on Linear Mixed-Integer Program Toward Guaranteed Optimality Stephen Stoyan, Yong Chen* Epstein Department of

More information

Measurement of the stereoscopic rangefinder beam angular velocity using the digital image processing method

Measurement of the stereoscopic rangefinder beam angular velocity using the digital image processing method Measurement of the stereosopi rangefinder beam angular veloity using the digital image proessing method ROMAN VÍTEK Department of weapons and ammunition University of defense Kouniova 65, 62 Brno CZECH

More information

the data. Structured Principal Component Analysis (SPCA)

the data. Structured Principal Component Analysis (SPCA) Strutured Prinipal Component Analysis Kristin M. Branson and Sameer Agarwal Department of Computer Siene and Engineering University of California, San Diego La Jolla, CA 9193-114 Abstrat Many tasks involving

More information

The Implementation of RRTs for a Remote-Controlled Mobile Robot

The Implementation of RRTs for a Remote-Controlled Mobile Robot ICCAS5 June -5, KINEX, Gyeonggi-Do, Korea he Implementation of RRs for a Remote-Controlled Mobile Robot Chi-Won Roh*, Woo-Sub Lee **, Sung-Chul Kang *** and Kwang-Won Lee **** * Intelligent Robotis Researh

More information

NOISE REMOVAL FOR OBJECT TRACKING BASED ON HSV COLOR SPACE PARAMETER USING CAMSHIFT

NOISE REMOVAL FOR OBJECT TRACKING BASED ON HSV COLOR SPACE PARAMETER USING CAMSHIFT International Journal of Computational Intelligene & Teleommuniation Sstems () 0 pp. 39-45 NOISE REOVAL FOR OBJECT TRACKING BASED ON HSV COLOR SPACE PARAETER USING CASHIFT P. Raavel G. Appasami and R.

More information

Optimization of Two-Stage Cylindrical Gear Reducer with Adaptive Boundary Constraints

Optimization of Two-Stage Cylindrical Gear Reducer with Adaptive Boundary Constraints 5 JOURNAL OF SOFTWARE VOL. 8 NO. 8 AUGUST Optimization of Two-Stage Cylindrial Gear Reduer with Adaptive Boundary Constraints Xueyi Li College of Mehanial and Eletroni Engineering Shandong University of

More information

(x, y) (ρ, θ) ρ θ. Polar Coordinates. Cartesian Coordinates

(x, y) (ρ, θ) ρ θ. Polar Coordinates. Cartesian Coordinates Coordinate Sstems Point Representation in two dimensions Cartesian Coordinates: (; ) Polar Coordinates: (; ) (, ) ρ θ (ρ, θ) Cartesian Coordinates Polar Coordinates p = CPS1, 9: Computer Graphics D Geometric

More information

Accommodations of QoS DiffServ Over IP and MPLS Networks

Accommodations of QoS DiffServ Over IP and MPLS Networks Aommodations of QoS DiffServ Over IP and MPLS Networks Abdullah AlWehaibi, Anjali Agarwal, Mihael Kadoh and Ahmed ElHakeem Department of Eletrial and Computer Department de Genie Eletrique Engineering

More information

CleanUp: Improving Quadrilateral Finite Element Meshes

CleanUp: Improving Quadrilateral Finite Element Meshes CleanUp: Improving Quadrilateral Finite Element Meshes Paul Kinney MD-10 ECC P.O. Box 203 Ford Motor Company Dearborn, MI. 8121 (313) 28-1228 pkinney@ford.om Abstrat: Unless an all quadrilateral (quad)

More information

Discrete sequential models and CRFs. 1 Case Study: Supervised Part-of-Speech Tagging

Discrete sequential models and CRFs. 1 Case Study: Supervised Part-of-Speech Tagging 0-708: Probabilisti Graphial Models 0-708, Spring 204 Disrete sequential models and CRFs Leturer: Eri P. Xing Sribes: Pankesh Bamotra, Xuanhong Li Case Study: Supervised Part-of-Speeh Tagging The supervised

More information

Year 11 GCSE Revision - Re-visit work

Year 11 GCSE Revision - Re-visit work Week beginning 6 th 13 th 20 th HALF TERM 27th Topis for revision Fators, multiples and primes Indies Frations, Perentages, Deimals Rounding 6 th Marh Ratio Year 11 GCSE Revision - Re-visit work Understand

More information

DETECTION METHOD FOR NETWORK PENETRATING BEHAVIOR BASED ON COMMUNICATION FINGERPRINT

DETECTION METHOD FOR NETWORK PENETRATING BEHAVIOR BASED ON COMMUNICATION FINGERPRINT DETECTION METHOD FOR NETWORK PENETRATING BEHAVIOR BASED ON COMMUNICATION FINGERPRINT 1 ZHANGGUO TANG, 2 HUANZHOU LI, 3 MINGQUAN ZHONG, 4 JIAN ZHANG 1 Institute of Computer Network and Communiation Tehnology,

More information

Cross-layer Resource Allocation on Broadband Power Line Based on Novel QoS-priority Scheduling Function in MAC Layer

Cross-layer Resource Allocation on Broadband Power Line Based on Novel QoS-priority Scheduling Function in MAC Layer Communiations and Networ, 2013, 5, 69-73 http://dx.doi.org/10.4236/n.2013.53b2014 Published Online September 2013 (http://www.sirp.org/journal/n) Cross-layer Resoure Alloation on Broadband Power Line Based

More information

Rotation Invariant Spherical Harmonic Representation of 3D Shape Descriptors

Rotation Invariant Spherical Harmonic Representation of 3D Shape Descriptors Eurographis Symposium on Geometry Proessing (003) L. Kobbelt, P. Shröder, H. Hoppe (Editors) Rotation Invariant Spherial Harmoni Representation of 3D Shape Desriptors Mihael Kazhdan, Thomas Funkhouser,

More information

New Fuzzy Object Segmentation Algorithm for Video Sequences *

New Fuzzy Object Segmentation Algorithm for Video Sequences * JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 24, 521-537 (2008) New Fuzzy Obet Segmentation Algorithm for Video Sequenes * KUO-LIANG CHUNG, SHIH-WEI YU, HSUEH-JU YEH, YONG-HUAI HUANG AND TA-JEN YAO Department

More information

Self-Location of a Mobile Robot with uncertainty by cooperation of an heading sensor and a CCD TV camera

Self-Location of a Mobile Robot with uncertainty by cooperation of an heading sensor and a CCD TV camera Self-oation of a Mobile Robot ith unertainty by ooperation of an heading sensor and a CCD TV amera E. Stella, G. Ciirelli, A. Distante Istituto Elaborazione Segnali ed Immagini - C.N.R. Via Amendola, 66/5-706

More information

Computer Graphics. Bing-Yu Chen National Taiwan University The University of Tokyo

Computer Graphics. Bing-Yu Chen National Taiwan University The University of Tokyo Computer Graphic Bing-Yu Chen National Taiwan Univerit The Univerit of Toko Geometrical Tranformation Mathematical reliminarie 2D Tranformation Homogeneou Coorinate & Matri Repreentation 3D Tranformation

More information

FUZZY WATERSHED FOR IMAGE SEGMENTATION

FUZZY WATERSHED FOR IMAGE SEGMENTATION FUZZY WATERSHED FOR IMAGE SEGMENTATION Ramón Moreno, Manuel Graña Computational Intelligene Group, Universidad del País Vaso, Spain http://www.ehu.es/winto; {ramon.moreno,manuel.grana}@ehu.es Abstrat The

More information

arxiv: v1 [physics.soc-ph] 17 Oct 2013

arxiv: v1 [physics.soc-ph] 17 Oct 2013 Emergene of Blind Area in Information Sreading arxiv:131707v1 [hyi.o-h] 17 Ot 2013 Zi-Ke Zhang 1,2,, Chu-Xu Zhang 1,3,, Xiao-Pu Han 1,2 and Chuang Liu 1,2 1 Intitute of Information Eonomy, Hangzhou Normal

More information

Multi-objective optimization of the geometry of a double wishbone suspension system

Multi-objective optimization of the geometry of a double wishbone suspension system Multi-objective optimization of the geometry of a double wishbone suspension system Juan C. Blanco 1, Luis E. Munoz 2 University of Los Andes, Bogotá, Colombia 1 Corresponding author E-mail: 1 juan-bla@uniandes.edu.co,

More information

Chemical, Biological and Radiological Hazard Assessment: A New Model of a Plume in a Complex Urban Environment

Chemical, Biological and Radiological Hazard Assessment: A New Model of a Plume in a Complex Urban Environment hemial, Biologial and Radiologial Haard Assessment: A New Model of a Plume in a omplex Urban Environment Skvortsov, A.T., P.D. Dawson, M.D. Roberts and R.M. Gailis HPP Division, Defene Siene and Tehnology

More information

Gait Based Human Recognition with Various Classifiers Using Exhaustive Angle Calculations in Model Free Approach

Gait Based Human Recognition with Various Classifiers Using Exhaustive Angle Calculations in Model Free Approach Ciruits and Systems, 2016, 7, 1465-1475 Published Online June 2016 in SiRes. http://www.sirp.org/journal/s http://dx.doi.org/10.4236/s.2016.78128 Gait Based Human Reognition with Various Classifiers Using

More information

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology A Study of a Variable Compreion Ratio and Diplacement Mechanim Uing Deign of Experiment Methodology Shugang Jiang, Michael H. Smith, Maanobu Takekohi Abtract Due to the ever increaing requirement for engine

More information

MEM380 Applied Autonomous Robots Winter Robot Kinematics

MEM380 Applied Autonomous Robots Winter Robot Kinematics MEM38 Applied Autonomous obots Winter obot Kinematics Coordinate Transformations Motivation Ultimatel, we are interested in the motion of the robot with respect to a global or inertial navigation frame

More information

Improved Vehicle Classification in Long Traffic Video by Cooperating Tracker and Classifier Modules

Improved Vehicle Classification in Long Traffic Video by Cooperating Tracker and Classifier Modules Improved Vehile Classifiation in Long Traffi Video by Cooperating Traker and Classifier Modules Brendan Morris and Mohan Trivedi University of California, San Diego San Diego, CA 92093 {b1morris, trivedi}@usd.edu

More information

Detection and Recognition of Non-Occluded Objects using Signature Map

Detection and Recognition of Non-Occluded Objects using Signature Map 6th WSEAS International Conferene on CIRCUITS, SYSTEMS, ELECTRONICS,CONTROL & SIGNAL PROCESSING, Cairo, Egypt, De 9-31, 007 65 Detetion and Reognition of Non-Oluded Objets using Signature Map Sangbum Park,

More information

3D Geometry and Camera Calibration

3D Geometry and Camera Calibration 3D Geometr and Camera Calibration 3D Coordinate Sstems Right-handed vs. left-handed 2D Coordinate Sstems ais up vs. ais down Origin at center vs. corner Will often write (u, v) for image coordinates v

More information

PROJECT PERIODIC REPORT

PROJECT PERIODIC REPORT FP7-ICT-2007-1 Contrat no.: 215040 www.ative-projet.eu PROJECT PERIODIC REPORT Publishable Summary Grant Agreement number: ICT-215040 Projet aronym: Projet title: Enabling the Knowledge Powered Enterprise

More information

Total 100

Total 100 CS331 SOLUTION Problem # Points 1 10 2 15 3 25 4 20 5 15 6 15 Total 100 1. ssume you are dealing with a ompiler for a Java-like language. For eah of the following errors, irle whih phase would normally

More information

Torpedo Trajectory Visual Simulation Based on Nonlinear Backstepping Control

Torpedo Trajectory Visual Simulation Based on Nonlinear Backstepping Control orpedo rajetory Visual Simulation Based on Nonlinear Bakstepping Control Peng Hai-jun 1, Li Hui-zhou Chen Ye 1, 1. Depart. of Weaponry Eng, Naval Univ. of Engineering, Wuhan 400, China. Depart. of Aeronautial

More information

System-Level Parallelism and Throughput Optimization in Designing Reconfigurable Computing Applications

System-Level Parallelism and Throughput Optimization in Designing Reconfigurable Computing Applications System-Level Parallelism and hroughput Optimization in Designing Reonfigurable Computing Appliations Esam El-Araby 1, Mohamed aher 1, Kris Gaj 2, arek El-Ghazawi 1, David Caliga 3, and Nikitas Alexandridis

More information

Classical Univariate Statistics

Classical Univariate Statistics 1 2 Statitial Modelling and Computing Nik Fieller Department of Probability & Statiti Unierity of Sheffield, UK Claial Uniariate Statiti (& Alternatie) Claial tatitial tet and p-alue Simple imulation method

More information

Simulation of Crystallographic Texture and Anisotropie of Polycrystals during Metal Forming with Respect to Scaling Aspects

Simulation of Crystallographic Texture and Anisotropie of Polycrystals during Metal Forming with Respect to Scaling Aspects Raabe, Roters, Wang Simulation of Crystallographi Texture and Anisotropie of Polyrystals during Metal Forming with Respet to Saling Aspets D. Raabe, F. Roters, Y. Wang Max-Plank-Institut für Eisenforshung,

More information

Volume 3, Issue 9, September 2013 International Journal of Advanced Research in Computer Science and Software Engineering

Volume 3, Issue 9, September 2013 International Journal of Advanced Research in Computer Science and Software Engineering Volume 3, Issue 9, September 2013 ISSN: 2277 128X International Journal of Advaned Researh in Computer Siene and Software Engineering Researh Paper Available online at: www.ijarsse.om A New-Fangled Algorithm

More information