CLS Data Interpolation with Spline Curves and Its Post Processing for Generating a Robot Language

Size: px
Start display at page:

Download "CLS Data Interpolation with Spline Curves and Its Post Processing for Generating a Robot Language"

Transcription

1 Proceedngs of the 5th IIAE Internatonal Conference on Industral Applcaton Engneerng 07 CLS Data Interpolaton wth Splne Curves and Its Post Processng for Generatng a Robot Language Fusaom Nagata a,*, Yuda Okada a, akamasa Kusano b, Kego Watanabe c a Department of Mechancal Engneerng, Faculty of Engneerng, okyo Unversty of Scence, Yamaguch Sanyo-Onoda , Japan b SOLIC Co., Ltd. Omuta, , Japan c Graduate School of Natural Scence and echnology, Okayama Unversty Okayama , Japan *Correspondng Author: nagata@rs.tusy.ac.jp Abstract In ths paper, an nterpolaton method wth splne curves s proposed to smooth cutter locaton source data called CLS data. rd -order and 5 th -order splne curves are easly mplemented for nterpolaton. hen, a post processor s desgned for an ndustral robot FANUC R000C to produce FANUC robotc program called LS format. he post processor works as a straghtforward and cooperatve nterface between CAD/CAM systems and the ndustral robot, so that a desrable teachng-less operaton envronment s realzed. he valdty and usefulness of the proposed methods are evaluated through a smulaton on FANUC RoboGude and an actual machnng eperment wth the robot. he FANUC RoboGude s a robotc smulaton envronment that can eecute both the robot s moton and applcaton, largely reducng the setup tme and rsk n usng an actual robot. Keywords: Industral robot, nterpolaton, splne curve, CAD/CAM, CLS data, eachng less, FANUC robotc program, LS format, Machnng robot.. Introducton Up to now, a lot of researches and efforts have been dedcated to develop user-frendly data nterface for ndustral robots. For eample, Xuejuan et al. presented a novel robot sculpturng plannng method for the D sculpturng wth CAD-geometry data. An automatc trajectory generaton from the D CAD models of freeform surfaces to the machnng tool path by the lnear nterpolaton was descrbed []. Solvang et al. consdered a robotc CAM for machnng operatons usng an ndustral robot. he system coped wth the new machnng standard codes called SEP-NC [], whch s a machne tool control language ncludng geometrc dmenson and tolerance data for nspecton. Also, many off-lne programmng methods have been proposed to reduce the load of robot programmng. However, some practcal ssues such as cable/hose tanglng, robot confguraton, collson and reachablty have not been well overcome yet. Chen and Sheng dscussed a new method to generate robot programs whle dealng wth those problems []. he authors presented a machnng system based on an ndustral robot RVA for foamed polystyrene materals [4]. he drect servo system developed for the robot could deal wth NC and CLS fles as desred trajectores, so that a useful nterface wthout usng a robot language between operators and the machnng robot could be realzed. he CLS means cutter locaton source whch s a standardzed tool path generated by the man processor of CAM. Further, a D prnter-lke data nterface called the preprocessor has been proposed for ndustral robots [5]. In the nterface, trangulated patch based path, zgzag or spral one can be smartly produced from SL data wthout conductng a complcated teachng task and usng a commercally provded CAD/CAM system. SL means the Stereolthography whch was proposed by D Systems and s wdely used by addtve layered manufacturng systems such as D prnters. DOI: 0.79/cae he Insttute of Industral Applcatons Engneers, Japan.

2 What we propose n ths paper s two software. he frst one s an nterpolaton method wth splne curves whch smooths CLS data. rd -order and 5 th -order splne curves are easly mplemented wth a smple lnear algebra for nterpolaton. he second one s a post processor for an ndustral robot FANUC R000C to realze a complete teachng-less operaton envronment. An early concept of robotc post processor s descrbed n [6]. On the other hand, the post-processor proposed n ths paper can drectly generate rgorous and comple FANUC robotc programs from CLS data. he program s a human-readable ASCII fle and s call LS data. As s well-known, the CLS data are made by usng ordnary CAD/CAM systems. he proposed postprocessor works as a straghtforward and cooperatve nterface between CAD/CAM systems and the ndustral robot. he convenence and usefulness of the proposed postprocessor are evaluated through a smulaton on FANUC RoboGude and an actual machnng eperment wth the robot. he FANUC RoboGude s a robotc smulaton envronment that can eecute both the robot s moton and applcaton, largely reducng the setup tme and rsk n usng an actual robot.. CLS Data Interpolaton wth Splne Curves When the target model has some curved surface, the man processor of CAD/CAM generally constructs the surface,.e., CLS data, wth mnute straght lnes by a lnear appromaton. CLS data nterpolaton s effectve to smooth such a lnear appromated trajectory.. In case of rd -order splne curve ( Fgure shows three rd -order splne curve (, and ( just passng on four ponts p, p, p and ( p ). he splne curve ( s wrtten as Where ( a t b t c t d () ( t ) [ ( y( z( ] s the splne curve n Cartesan space; a ( [ b ( by( bz( ], [ a ( ay( az( ], b ( c ( t ) [ c( cy( cz( ] and d ( t ) [ d( dy( dz( ] are the coeffcents vectors; t s the normalzed varable. When the -component s consdered, the followng relatons are obtaned from Fg.. d s fed as are calculated by () ( 0 ) p d () ( ) p a b c d (4) ( ) p 8a 4b c d (5) a b c ( ) p, so that the remanng three coeffcents 6 6 p ( ) p 0 p( ) p p ( ) p 6 Coeffcents n other two drectons are smlarly obtaned, so that the secton between (6) p and p can be nterpolated wth ( ( 0t ). By applyng ths procedure to all splne curves, the orgnal CLS data can be nterpolated for smoothng.. In case of 5 th -order splne curve Net, ffth-order splne curve s also consdered to nterpolate CLS data. Fgure shows three 5 th -order splne curves (, (, (, ( and ( just passng on s ponts p, p, p, p, p and p ( ). he splne curve p - - ( ( t ) [ ( y ( z ( ] 5 s wrtten as 4 ( a t b t c t d t e t f (7) In the same manner as the case of rd -order splne curves, when -drectonal component s consdered, the followng relatons are obtaned from Fg.. p ( p + + ( - 0 p + Fg.. rd -order splne curves for CLS data nterpolaton. ( ) p a b c d () () ( p ) ( ) 59

3 a 6b 8c 4d e f (8) ( ) p ( ) a b c d e f (9) ( ) p ( ) (0) p f (0) a b c d e f () ( ) p ( ) ( ) p ( ) whch leads to a 6b 8c 4d e f () 4 a 8b 7c 9d e f () Orgnal CLS data Interpolated CLS data Fg.. Eample of orgnal CLS data and nterpolated ones wth rd -order splne curves. a b c d e p( 0 p( p( 4 p ( 0 p( 0 ) ) ) ) ) p p p p p (4) Orgnal CLS data Interpolated CLS data Fg. 4. Comparson of orgnal CLS data and nterpolated ones wth 5 th -order splne curves. Coeffcents n other two drectons are smlarly obtaned, so that the secton between p and p can be nterpolated wth ( ( 0. An eperment of nterpolaton of a spral path was conducted wth rd - and 5 th -order splne curves. he left sde of Fg. shows the ponts n orgnal CLS data. Also, the rght sde fgure draws the ponts n the CLS data nterpolated wth rd -order splne curves. he number of nterpolated ponts wthn a secton s set to three. Fgure 4 shows another eample of 5 th -order splne curves. As can be seen, the nterpolatons are well appled to the orgnal CLS data for smoothng.. Post Processng In ths secton, a post processor s ntroduced for an ndustral robot FANUC R000C to produce a robot program wrtten wth LS format from CLS data. Fgure 5(a) s the past proposed process, n whch the machnng robot RVA could work based on CLS data generated from the man processor of CAD/CAM, wthout conductng any teachng tasks and usng robot languages [4]. Depth sensor - ( p - p - P + - ( ( p P + + ( + ( P Modelng (CAD) SL fle Preprocessor CLS fle Drect servo Machnng robot RVA (b) Proposed process Smoother PCD fle SL Generator SL fle Post-processor LS fle Machnng robot FANUC R000C (c) Proposed process Modelng (CAD) PR fle Parameter settng (CAM) Man-processor (CAM) CLS fle Drect servo Machnng robot RVA (a) Proposed process Fg.. 5 th -order splne curves for CLS data nterpolaton. Fg. 5. Flowcharts of the past developed processes and newly proposed post processor for FANUC R000C. 60

4 Fgure 5(b) s the past proposed process, n whch the preprocessor could produce zgzag-based and spral-based CLS data from SL data wthout usng commercallyprovded CAD/CAM systems [5]. Whereas the post processor proposed n ths paper s llustrated n the flow chart of Fg. 5(c). he post processor generates FUNUC robotc program called LS data from CLS data, so that desrable operaton envronment as n usng NC machne tools can be realzed for the robot. As s well-known, NC machne tools are controlled based on NC data postprocessed from CLS data. 4. About Robotc Program of FANUC R000C Seres Fgure 6 llustrates the ASCII fle format of FANUC robotc program whose fle etenson s gven by.ls. A LS fle s composed of three areas: header, program and data areas. Frst of all, the header area conssts of the followng statements. /PROG test /AR OWNER = MNEDIOR; COMMEN = Robot ; PROG SIZE = 00; CREAE = DAE IME ::50; MODIFIED = DAE IME ::50; FILE NAME = ; VERSION = 0; LINE COUN = 0; MEMORY SIZE = 8; PROEC = READ WRIE; CD: SACK SIZE = 0, ASK PRIORIY = 50, IME SLICE = 0, BUSY LAMP OFF = 0, ABOR REQUES = 0, PAUSE REQUES = 0; DEFAUL GROUP =,*,*,*,*; CONROL CODE = ; Header Area Program Area Data Area he number of lnes n the header area s fed to 0. For eample, at the lne of /PROG, the fle name of LS fle (test.ls) must be wrtten as test. At the lne of LINE COUN =, the sum of number of JP and LP n program area must be wrtten. JP and LP have smlar meanngs as G00 and G0 n NC program, respectvely. hen, the program area wth varable number of lnes s wrtten as the followng commands. :JP[] 00% CN50 ; :JP[] 00% CN50 ; :LP[] 50 mm/sec CN50 ; 4:LP[4] 50 mm/sec CN50 ; 5:LP[5] 50 mm/sec CN50 ; 6:LP[6] 50 mm/sec CN50 ; 7:LP[7] 50 mm/sec CN50 ; 8:LP[8] 50 mm/sec CN50 ; 9:LP[9] 50 mm/sec CN50 ; 0:LP[0] 50 mm/sec CN50 ; :LP[] 50 mm/sec CN50 ; :LP[] 50 mm/sec CN50 ; where JP means rapd moton lke G00 n NC program. JP s effectve to rapdly manuever an end mll to the poston near the ntal cut for removng materal. LP means feed moton wth a specfed feed rate [mm/sec] lke G0. CN50 s added to round the corner off wth a radus 50 mm. Fnally, the data area s wrtten as manly the followng poston and orentaton components n Cartesan space. he sze of the data area s also varable accordng to teachng ponts for playback moton. /POS P[] GP: UF :, U :, CONFIG : N U, 0, 0, 0, X = mm, Y =58.00 mm, Z = mm, W =4.0 deg, P =0.000 deg, R =0.000 deg ; P[] GP: UF :, U :, CONFIG : N U, 0, 0, 0, X = mm, Y =56.99 mm, Z = mm, W = deg, P =0.000 deg, R =0.000 deg ; P[] GP: UF :, U :, CONFIG : N U, 0, 0, 0, X = mm, Y =56.5 mm, Z = mm, W = deg, P =0.000 deg, R =0.000 deg ; P[4] GP: UF :, U :, CONFIG : N U, 0, 0, 0, X = mm, Y = mm, Z = mm, W = deg, P =0.000 deg, R =0.000 deg ; P[5] GP: UF :, U :, CONFIG : N U, 0, 0, 0, X = mm, Y = mm, Z = mm, W = deg, P =0.000 deg, R =0.000 deg ; Fg. 6. ASCII fle format of FANUC robotc program called LS data. where X, Y and Z are the components of a poston vector; W, P and R mean the rotatonal angles around -, y- and z- 6

5 aes, respectvely. UF and U are the parameters for work and tool coordnate systems, respectvely. he work and tool coordnate systems should be set n advance. CONFIG s for the descrpton of confguraton of the ndustral robot actually used. In the net secton, the proposed post processor smartly produces the above eplaned FANUC robotc program called LS data from CLS data outputted from the man process of a CAD/CAM. 5. Post Processor to Produce FANUC Robotc Program from CLS Data format error. However, t was confrmed from the smulaton that the tp of the ball-end mll could successfully follow the zgzag-based path wthout any warnng as shown n Fg. 8. Further, a machnng eperment usng an actual ndustral robot FANUC R000C was carred out as shown n Fg. 9 by gvng FANUC robot program (LS data) postprocessed from another CLS data, so that the foamed polystyrene materal could be successfully formed nto the desgned shape. he proposed post processor yelds FANUC robot program (.LS) from CLS data. As an eample, sample CLS data vewed as Fg. 7 are lsted as GOO/0.0000,-94.88,9., , , GOO/0.0000, ,40.57, , , GOO/0.0000,-0.985,4.45, ,0.6, GOO/0.0000,-06.58,4.0, , , GOO/0.0000, ,4.95, ,0.9855, GOO/0.0000,-4.098,4.655, , , Fg. 7. A part of CLS data (zgzag path) generated from a freeformed surface desgned by CAD/CAM Creo. Where each GOO statement n CLS fle has a poston vector [ y z] and a normal vector n [n ny nz ]. hus, the rotaton angles w, p, r [deg.] n LS fle need to be calculated from the components of n. In the case of FANUC R000C, w and p are obtaned by warctan ( n,n ) (5) y p arcsn (n ) (6) where arctan and arcsn are nverse trgonometrc functons; arctan generates the angle wthn the range from z to. It should be noted that the angle r can be fedly set to 0 because of the as-symmetry of a motor spndle attached to the arm tp. An eperment of converson from CLS data shown n Fg. 7 to FANUC LS data was conducted. hen, the valdty of the converted,.e., post-processed LS data was eamned through a playback eperment on a smulaton envronment RoboGude provded by FANUC. Fgure 8 shows the smulaton result usng the model of FANUC R000C, n whch an actual trajectory of the tp of the ball-end mll s traced. If the post-processed LS data contan some nconsstency from the vewpont of the format of FANUC robotc program language, then the RoboGude warns the Fg. 8. Successful playback eperment usng LS data postprocessed from CLS data,.e., trajectory followng control of the tp of the ball-end mll. End mll Workpece FANUC R000C Fg. 9. Machnng scene of FANUC R000C dealng wth FANUC robot program post-processed from CLS data (SOLIC Co., Ltd., Omuta, Japan). 6

6 6. Conclusons In ths paper, an nterpolaton method wth splne curves has been frst proposed to smooth orgnal cutter locaton source data called CLS data. rd -order and 5 th -order splne curves were easly mplemented wth a smple lnear algebra for nterpolaton. hen, a post processor for an ndustral robot FANUC R000C has been ntroduced. Wthout conventonal teachng process, the post processor could regularly and consstently generate FANUC robotc program called LS data from cutter locaton source data called CLS data. CLS data are generally made through the man process of CAD/CAM, so that a promsng data nterface between the ndustral robot and CAD/CAM could be desgned for realzng a teachng-less operaton envronment. he effectveness and usefulness were confrmed through a playback eperment on a smulaton envronment called RoboGude and an actual machnng eperment. It s also another advantage that CLS data can be converted from SL data by usng the already developed preprocessor [5] and then LS data can be further made from the CLS data usng the proposed post processor. hs means that FANUC robotc program can be consequently constructed from SL data used wth a de facto standard for D prnters. Mechatroncs and Automaton, vol. 5, no., pp. 4 4, 05. [5] F. Nagata, K. akeshta, K. Watanabe and M.K. Habb : Generaton of trangulated patches smoothed from orgnal pont cloud data wth nose and ts applcaton to robotc machnng, Procs. of he 06 IEEE Internatonal Conference on Mechatroncs and Automaton (ICMA 06), pp , 06. [6] S.G. Andrews: Developments n post-processng for offlne robot programmng, Advances n Manufacturng echnology II, pp 65-69, 987. Acknowledgment hs work was supported by JSPS KAKENHI Grant Number JP6K060. References [] N. Xuejuan, L.Jngta, S. Le, L. Zheng and C. Xnwe : Robot D sculpturng based on etracted NURBS, Procs. of IEEE Internatonal Conference on Robotcs and Bommetcs (ROBIO007), pp , 007. [] B. Solvang, L.K. Refsahl and G. Szebg : SEP-NC based ndustral robot CAM system, Procs. of the 9th Internatonal Symposum on Robot Control (SYROCO 09), pp. 6 66, 009. [] H. Chen and W. Sheng : ransformatve CAD based ndustral robot program generaton, Robotcs and Computer-Integrated Manufacturng, vol. 7, no. 5, pp , 0. [4] F. Nagata, A. Otsuka, K. Watanabe and M.K. Habb : Machnng robot for foamed polystyrene materals usng fuzzy feed rate controller, Internatonal Journal of 6

Type-2 Fuzzy Non-uniform Rational B-spline Model with Type-2 Fuzzy Data

Type-2 Fuzzy Non-uniform Rational B-spline Model with Type-2 Fuzzy Data Malaysan Journal of Mathematcal Scences 11(S) Aprl : 35 46 (2017) Specal Issue: The 2nd Internatonal Conference and Workshop on Mathematcal Analyss (ICWOMA 2016) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES

More information

Analysis on the Workspace of Six-degrees-of-freedom Industrial Robot Based on AutoCAD

Analysis on the Workspace of Six-degrees-of-freedom Industrial Robot Based on AutoCAD Analyss on the Workspace of Sx-degrees-of-freedom Industral Robot Based on AutoCAD Jn-quan L 1, Ru Zhang 1,a, Fang Cu 1, Q Guan 1 and Yang Zhang 1 1 School of Automaton, Bejng Unversty of Posts and Telecommuncatons,

More information

Cluster Analysis of Electrical Behavior

Cluster Analysis of Electrical Behavior Journal of Computer and Communcatons, 205, 3, 88-93 Publshed Onlne May 205 n ScRes. http://www.scrp.org/ournal/cc http://dx.do.org/0.4236/cc.205.350 Cluster Analyss of Electrcal Behavor Ln Lu Ln Lu, School

More information

3D vector computer graphics

3D vector computer graphics 3D vector computer graphcs Paolo Varagnolo: freelance engneer Padova Aprl 2016 Prvate Practce ----------------------------------- 1. Introducton Vector 3D model representaton n computer graphcs requres

More information

3D Virtual Eyeglass Frames Modeling from Multiple Camera Image Data Based on the GFFD Deformation Method

3D Virtual Eyeglass Frames Modeling from Multiple Camera Image Data Based on the GFFD Deformation Method NICOGRAPH Internatonal 2012, pp. 114-119 3D Vrtual Eyeglass Frames Modelng from Multple Camera Image Data Based on the GFFD Deformaton Method Norak Tamura, Somsangouane Sngthemphone and Katsuhro Ktama

More information

Parallelism for Nested Loops with Non-uniform and Flow Dependences

Parallelism for Nested Loops with Non-uniform and Flow Dependences Parallelsm for Nested Loops wth Non-unform and Flow Dependences Sam-Jn Jeong Dept. of Informaton & Communcaton Engneerng, Cheonan Unversty, 5, Anseo-dong, Cheonan, Chungnam, 330-80, Korea. seong@cheonan.ac.kr

More information

Contours Planning and Visual Servo Control of XXY Positioning System Using NURBS Interpolation Approach

Contours Planning and Visual Servo Control of XXY Positioning System Using NURBS Interpolation Approach Inventon Journal of Research Technology n Engneerng & Management (IJRTEM) ISSN: 2455-3689 www.jrtem.com olume 1 Issue 4 ǁ June. 2016 ǁ PP 16-23 Contours Plannng and sual Servo Control of XXY Postonng System

More information

Parallel manipulator robots design and simulation

Parallel manipulator robots design and simulation Proceedngs of the 5th WSEAS Int. Conf. on System Scence and Smulaton n Engneerng, Tenerfe, Canary Islands, Span, December 16-18, 26 358 Parallel manpulator robots desgn and smulaton SAMIR LAHOUAR SAID

More information

A Binarization Algorithm specialized on Document Images and Photos

A Binarization Algorithm specialized on Document Images and Photos A Bnarzaton Algorthm specalzed on Document mages and Photos Ergna Kavalleratou Dept. of nformaton and Communcaton Systems Engneerng Unversty of the Aegean kavalleratou@aegean.gr Abstract n ths paper, a

More information

R s s f. m y s. SPH3UW Unit 7.3 Spherical Concave Mirrors Page 1 of 12. Notes

R s s f. m y s. SPH3UW Unit 7.3 Spherical Concave Mirrors Page 1 of 12. Notes SPH3UW Unt 7.3 Sphercal Concave Mrrors Page 1 of 1 Notes Physcs Tool box Concave Mrror If the reflectng surface takes place on the nner surface of the sphercal shape so that the centre of the mrror bulges

More information

2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements

2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements Module 3: Element Propertes Lecture : Lagrange and Serendpty Elements 5 In last lecture note, the nterpolaton functons are derved on the bass of assumed polynomal from Pascal s trangle for the fled varable.

More information

Preprocessor with spline interpolation for converting stereolithography into cutter location source data

Preprocessor with spline interpolation for converting stereolithography into cutter location source data IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS Preprocessor with spline interpolation for converting stereolithography into cutter location source data To cite this article: Fusaomi

More information

Hermite Splines in Lie Groups as Products of Geodesics

Hermite Splines in Lie Groups as Products of Geodesics Hermte Splnes n Le Groups as Products of Geodescs Ethan Eade Updated May 28, 2017 1 Introducton 1.1 Goal Ths document defnes a curve n the Le group G parametrzed by tme and by structural parameters n the

More information

Dynamic wetting property investigation of AFM tips in micro/nanoscale

Dynamic wetting property investigation of AFM tips in micro/nanoscale Dynamc wettng property nvestgaton of AFM tps n mcro/nanoscale The wettng propertes of AFM probe tps are of concern n AFM tp related force measurement, fabrcaton, and manpulaton technques, such as dp-pen

More information

Analysis of Continuous Beams in General

Analysis of Continuous Beams in General Analyss of Contnuous Beams n General Contnuous beams consdered here are prsmatc, rgdly connected to each beam segment and supported at varous ponts along the beam. onts are selected at ponts of support,

More information

An Optimal Algorithm for Prufer Codes *

An Optimal Algorithm for Prufer Codes * J. Software Engneerng & Applcatons, 2009, 2: 111-115 do:10.4236/jsea.2009.22016 Publshed Onlne July 2009 (www.scrp.org/journal/jsea) An Optmal Algorthm for Prufer Codes * Xaodong Wang 1, 2, Le Wang 3,

More information

Design and Realization of Open CNC System Based on Software Motion Controller

Design and Realization of Open CNC System Based on Software Motion Controller Internatonal Forum on Management, Educaton and Informaton Technology Applcaton (IFMEITA 2016) Desgn and Realzaton of Open CNC System Based on Software Moton Controller Xu Ran1, a, Janqun Lu2, b, Weqang

More information

FPGA-based implementation of circular interpolation

FPGA-based implementation of circular interpolation Avalable onlne www.jocpr.com Journal of Chemcal and Pharmaceutcal Research, 04, 6(7):585-593 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 FPGA-based mplementaton of crcular nterpolaton Mngyu Gao,

More information

Six-axis Robot Manipulator Numerical Control Programming and Motion Simulation

Six-axis Robot Manipulator Numerical Control Programming and Motion Simulation 2016 Internatonal Conference on Appled Mechancs, Mechancal and Materals Engneerng (AMMME 2016) ISBN: 978-1-60595-409-7 S-as Robot Manpulator Numercal Control Programmng and Moton Smulaton Chen-hua SHE

More information

Modeling Concave Globoidal Cam with Swinging Roller Follower: A Case Study

Modeling Concave Globoidal Cam with Swinging Roller Follower: A Case Study Modelng Concave Globodal Cam wth Swngng Roller Follower: A Case Study Nguyen Van Tuong, and Premysl Pokorny Abstract Ths paper descrbes a computer-aded desgn for desgn of the concave globodal cam wth cylndrcal

More information

High-Boost Mesh Filtering for 3-D Shape Enhancement

High-Boost Mesh Filtering for 3-D Shape Enhancement Hgh-Boost Mesh Flterng for 3-D Shape Enhancement Hrokazu Yagou Λ Alexander Belyaev y Damng We z Λ y z ; ; Shape Modelng Laboratory, Unversty of Azu, Azu-Wakamatsu 965-8580 Japan y Computer Graphcs Group,

More information

Second Asian Symposium on Industrial Automation and Robotics BITEC, Bangkok, Thailand May 17-18, 2001

Second Asian Symposium on Industrial Automation and Robotics BITEC, Bangkok, Thailand May 17-18, 2001 Second Asan Symposum on Industral Automaton and Robotcs BITEC, Bangkok, Thaland May 7-8, 00 DEVELOPMENT OF DISASSEMBLY SUPPORT SYSTEM FOR MECHANICAL PARTS Ej ARAI, Hdefum WAKAMATSU, Akra TSUMAYA, Kech

More information

DESIGN OF A HAPTIC DEVICE FOR EXCAVATOR EQUIPPED WITH CRUSHER

DESIGN OF A HAPTIC DEVICE FOR EXCAVATOR EQUIPPED WITH CRUSHER DESIGN OF A HAPTIC DEVICE FOR EXCAVATOR EQUIPPED WITH CRUSHER Kyeong Won Oh, Dongnam Km Korea Unversty, Graduate School 5Ga-1, Anam-Dong, Sungbuk-Gu, Seoul, Korea {locosk, smleast}@korea.ac.kr Jong-Hyup

More information

Content Based Image Retrieval Using 2-D Discrete Wavelet with Texture Feature with Different Classifiers

Content Based Image Retrieval Using 2-D Discrete Wavelet with Texture Feature with Different Classifiers IOSR Journal of Electroncs and Communcaton Engneerng (IOSR-JECE) e-issn: 78-834,p- ISSN: 78-8735.Volume 9, Issue, Ver. IV (Mar - Apr. 04), PP 0-07 Content Based Image Retreval Usng -D Dscrete Wavelet wth

More information

A Fast Content-Based Multimedia Retrieval Technique Using Compressed Data

A Fast Content-Based Multimedia Retrieval Technique Using Compressed Data A Fast Content-Based Multmeda Retreval Technque Usng Compressed Data Borko Furht and Pornvt Saksobhavvat NSF Multmeda Laboratory Florda Atlantc Unversty, Boca Raton, Florda 3343 ABSTRACT In ths paper,

More information

The motion simulation of three-dof parallel manipulator based on VBAI and MATLAB Zhuo Zhen, Chaoying Liu* and Xueling Song

The motion simulation of three-dof parallel manipulator based on VBAI and MATLAB Zhuo Zhen, Chaoying Liu* and Xueling Song Internatonal Conference on Automaton, Mechancal Control and Computatonal Engneerng (AMCCE 25) he moton smulaton of three-dof parallel manpulator based on VBAI and MALAB Zhuo Zhen, Chaoyng Lu* and Xuelng

More information

Quick error verification of portable coordinate measuring arm

Quick error verification of portable coordinate measuring arm Quck error verfcaton of portable coordnate measurng arm J.F. Ouang, W.L. Lu, X.H. Qu State Ke Laborator of Precson Measurng Technolog and Instruments, Tanjn Unverst, Tanjn 7, Chna Tel.: + 86 [] 7-8-99

More information

NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS

NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS ARPN Journal of Engneerng and Appled Scences 006-017 Asan Research Publshng Network (ARPN). All rghts reserved. NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS Igor Grgoryev, Svetlana

More information

Development of a CNC interpolation scheme for CNC controller based on Runge-Kutta method. Abdullahil Azeem*, Syed Mithun Ali and Sanjoy Kumar Paul

Development of a CNC interpolation scheme for CNC controller based on Runge-Kutta method. Abdullahil Azeem*, Syed Mithun Ali and Sanjoy Kumar Paul Int. J. Computer Aded Engneerng and Technology, Vol. 4, No. 5, 01 445 Development of a CNC nterpolaton scheme for CNC controller based on Runge-Kutta method Bddut Bhattacharjee Unversty of Brtsh Columba,

More information

Interpolation of the Irregular Curve Network of Ship Hull Form Using Subdivision Surfaces

Interpolation of the Irregular Curve Network of Ship Hull Form Using Subdivision Surfaces 7 Interpolaton of the Irregular Curve Network of Shp Hull Form Usng Subdvson Surfaces Kyu-Yeul Lee, Doo-Yeoun Cho and Tae-Wan Km Seoul Natonal Unversty, kylee@snu.ac.kr,whendus@snu.ac.kr,taewan}@snu.ac.kr

More information

Support Vector Machines

Support Vector Machines /9/207 MIST.6060 Busness Intellgence and Data Mnng What are Support Vector Machnes? Support Vector Machnes Support Vector Machnes (SVMs) are supervsed learnng technques that analyze data and recognze patterns.

More information

A New Approach For the Ranking of Fuzzy Sets With Different Heights

A New Approach For the Ranking of Fuzzy Sets With Different Heights New pproach For the ankng of Fuzzy Sets Wth Dfferent Heghts Pushpnder Sngh School of Mathematcs Computer pplcatons Thapar Unversty, Patala-7 00 Inda pushpndersnl@gmalcom STCT ankng of fuzzy sets plays

More information

Smoothing Spline ANOVA for variable screening

Smoothing Spline ANOVA for variable screening Smoothng Splne ANOVA for varable screenng a useful tool for metamodels tranng and mult-objectve optmzaton L. Rcco, E. Rgon, A. Turco Outlne RSM Introducton Possble couplng Test case MOO MOO wth Game Theory

More information

Reading. 14. Subdivision curves. Recommended:

Reading. 14. Subdivision curves. Recommended: eadng ecommended: Stollntz, Deose, and Salesn. Wavelets for Computer Graphcs: heory and Applcatons, 996, secton 6.-6., A.5. 4. Subdvson curves Note: there s an error n Stollntz, et al., secton A.5. Equaton

More information

A high precision collaborative vision measurement of gear chamfering profile

A high precision collaborative vision measurement of gear chamfering profile Internatonal Conference on Advances n Mechancal Engneerng and Industral Informatcs (AMEII 05) A hgh precson collaboratve vson measurement of gear chamferng profle Conglng Zhou, a, Zengpu Xu, b, Chunmng

More information

SLAM Summer School 2006 Practical 2: SLAM using Monocular Vision

SLAM Summer School 2006 Practical 2: SLAM using Monocular Vision SLAM Summer School 2006 Practcal 2: SLAM usng Monocular Vson Javer Cvera, Unversty of Zaragoza Andrew J. Davson, Imperal College London J.M.M Montel, Unversty of Zaragoza. josemar@unzar.es, jcvera@unzar.es,

More information

Solving two-person zero-sum game by Matlab

Solving two-person zero-sum game by Matlab Appled Mechancs and Materals Onlne: 2011-02-02 ISSN: 1662-7482, Vols. 50-51, pp 262-265 do:10.4028/www.scentfc.net/amm.50-51.262 2011 Trans Tech Publcatons, Swtzerland Solvng two-person zero-sum game by

More information

Sum of Linear and Fractional Multiobjective Programming Problem under Fuzzy Rules Constraints

Sum of Linear and Fractional Multiobjective Programming Problem under Fuzzy Rules Constraints Australan Journal of Basc and Appled Scences, 2(4): 1204-1208, 2008 ISSN 1991-8178 Sum of Lnear and Fractonal Multobjectve Programmng Problem under Fuzzy Rules Constrants 1 2 Sanjay Jan and Kalash Lachhwan

More information

Lecture #15 Lecture Notes

Lecture #15 Lecture Notes Lecture #15 Lecture Notes The ocean water column s very much a 3-D spatal entt and we need to represent that structure n an economcal way to deal wth t n calculatons. We wll dscuss one way to do so, emprcal

More information

The Shortest Path of Touring Lines given in the Plane

The Shortest Path of Touring Lines given in the Plane Send Orders for Reprnts to reprnts@benthamscence.ae 262 The Open Cybernetcs & Systemcs Journal, 2015, 9, 262-267 The Shortest Path of Tourng Lnes gven n the Plane Open Access Ljuan Wang 1,2, Dandan He

More information

Learning the Kernel Parameters in Kernel Minimum Distance Classifier

Learning the Kernel Parameters in Kernel Minimum Distance Classifier Learnng the Kernel Parameters n Kernel Mnmum Dstance Classfer Daoqang Zhang 1,, Songcan Chen and Zh-Hua Zhou 1* 1 Natonal Laboratory for Novel Software Technology Nanjng Unversty, Nanjng 193, Chna Department

More information

CS1100 Introduction to Programming

CS1100 Introduction to Programming Factoral (n) Recursve Program fact(n) = n*fact(n-) CS00 Introducton to Programmng Recurson and Sortng Madhu Mutyam Department of Computer Scence and Engneerng Indan Insttute of Technology Madras nt fact

More information

INVERSE DYNAMICS ANALYSIS AND SIMULATION OF A CLASS OF UNDER- CONSTRAINED CABLE-DRIVEN PARALLEL SYSTEM

INVERSE DYNAMICS ANALYSIS AND SIMULATION OF A CLASS OF UNDER- CONSTRAINED CABLE-DRIVEN PARALLEL SYSTEM U.P.B. Sc. Bull., Seres D, Vol. 78, Iss., 6 ISSN 454-58 INVERSE DYNAMICS ANALYSIS AND SIMULATION OF A CLASS OF UNDER- CONSTRAINED CABLE-DRIVEN PARALLEL SYSTEM We LI, Zhgang ZHAO, Guangtan SHI, Jnsong LI

More information

Intra-Parametric Analysis of a Fuzzy MOLP

Intra-Parametric Analysis of a Fuzzy MOLP Intra-Parametrc Analyss of a Fuzzy MOLP a MIAO-LING WANG a Department of Industral Engneerng and Management a Mnghsn Insttute of Technology and Hsnchu Tawan, ROC b HSIAO-FAN WANG b Insttute of Industral

More information

MECHATRONIC MODEL FOR THE DYNAMIC ANALYSIS OF A ROBOTIC SYSTEM

MECHATRONIC MODEL FOR THE DYNAMIC ANALYSIS OF A ROBOTIC SYSTEM Bulletn of the Translvana Unversty of Braşov Seres I: Engneerng Scences Vol. 6 (55) No. 2-2013 MECHATRONIC MODEL FOR THE DYNAMIC ANALYSIS OF A ROBOTIC SYSTEM Monca ENESCU 1 Abstract: The present paper

More information

Optimization of the robot and positioner motion in a redundant fiber placement workcell

Optimization of the robot and positioner motion in a redundant fiber placement workcell Optmzaton of the robot and postoner moton n a redundant fber placement workcell Juchun Gao, Anatol ashkevch, Stéphane Caro To cte ths verson: Juchun Gao, Anatol ashkevch, Stéphane Caro. Optmzaton of the

More information

Contour Error of the 3-DoF Hydraulic Translational Parallel Manipulator. Ryszard Dindorf 1,a, Piotr Wos 2,b

Contour Error of the 3-DoF Hydraulic Translational Parallel Manipulator. Ryszard Dindorf 1,a, Piotr Wos 2,b Advanced Materals Research Vol. 874 (2014) 57-62 Onlne avalable snce 2014/Jan/08 at www.scentfc.net (2014) rans ech Publcatons, Swtzerland do:10.4028/www.scentfc.net/amr.874.57 Contour Error of the 3-DoF

More information

Improvement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration

Improvement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration Improvement of Spatal Resoluton Usng BlockMatchng Based Moton Estmaton and Frame Integraton Danya Suga and Takayuk Hamamoto Graduate School of Engneerng, Tokyo Unversty of Scence, 6-3-1, Nuku, Katsuska-ku,

More information

Efficient Distributed File System (EDFS)

Efficient Distributed File System (EDFS) Effcent Dstrbuted Fle System (EDFS) (Sem-Centralzed) Debessay(Debsh) Fesehaye, Rahul Malk & Klara Naherstedt Unversty of Illnos-Urbana Champagn Contents Problem Statement, Related Work, EDFS Desgn Rate

More information

The Research of Ellipse Parameter Fitting Algorithm of Ultrasonic Imaging Logging in the Casing Hole

The Research of Ellipse Parameter Fitting Algorithm of Ultrasonic Imaging Logging in the Casing Hole Appled Mathematcs, 04, 5, 37-3 Publshed Onlne May 04 n ScRes. http://www.scrp.org/journal/am http://dx.do.org/0.436/am.04.584 The Research of Ellpse Parameter Fttng Algorthm of Ultrasonc Imagng Loggng

More information

Optimization Methods: Integer Programming Integer Linear Programming 1. Module 7 Lecture Notes 1. Integer Linear Programming

Optimization Methods: Integer Programming Integer Linear Programming 1. Module 7 Lecture Notes 1. Integer Linear Programming Optzaton Methods: Integer Prograng Integer Lnear Prograng Module Lecture Notes Integer Lnear Prograng Introducton In all the prevous lectures n lnear prograng dscussed so far, the desgn varables consdered

More information

A Parametric Design of Ball End Mill. and Simulating Process

A Parametric Design of Ball End Mill. and Simulating Process A Parametrc Desgn of Ball End Mll and Smulatng Process Lyong Chang A Thess In the Department of Mechancal and Industral Engneerng Presented n Partal Fulfllment of the Requrements For the Degree of Master

More information

Computer models of motion: Iterative calculations

Computer models of motion: Iterative calculations Computer models o moton: Iteratve calculatons OBJECTIVES In ths actvty you wll learn how to: Create 3D box objects Update the poston o an object teratvely (repeatedly) to anmate ts moton Update the momentum

More information

Accounting for the Use of Different Length Scale Factors in x, y and z Directions

Accounting for the Use of Different Length Scale Factors in x, y and z Directions 1 Accountng for the Use of Dfferent Length Scale Factors n x, y and z Drectons Taha Soch (taha.soch@kcl.ac.uk) Imagng Scences & Bomedcal Engneerng, Kng s College London, The Rayne Insttute, St Thomas Hosptal,

More information

Tsinghua University at TAC 2009: Summarizing Multi-documents by Information Distance

Tsinghua University at TAC 2009: Summarizing Multi-documents by Information Distance Tsnghua Unversty at TAC 2009: Summarzng Mult-documents by Informaton Dstance Chong Long, Mnle Huang, Xaoyan Zhu State Key Laboratory of Intellgent Technology and Systems, Tsnghua Natonal Laboratory for

More information

Load Balancing for Hex-Cell Interconnection Network

Load Balancing for Hex-Cell Interconnection Network Int. J. Communcatons, Network and System Scences,,, - Publshed Onlne Aprl n ScRes. http://www.scrp.org/journal/jcns http://dx.do.org/./jcns.. Load Balancng for Hex-Cell Interconnecton Network Saher Manaseer,

More information

Wavefront Reconstructor

Wavefront Reconstructor A Dstrbuted Smplex B-Splne Based Wavefront Reconstructor Coen de Vsser and Mchel Verhaegen 14-12-201212 2012 Delft Unversty of Technology Contents Introducton Wavefront reconstructon usng Smplex B-Splnes

More information

Topology Design using LS-TaSC Version 2 and LS-DYNA

Topology Design using LS-TaSC Version 2 and LS-DYNA Topology Desgn usng LS-TaSC Verson 2 and LS-DYNA Wllem Roux Lvermore Software Technology Corporaton, Lvermore, CA, USA Abstract Ths paper gves an overvew of LS-TaSC verson 2, a topology optmzaton tool

More information

Virtual Machine Migration based on Trust Measurement of Computer Node

Virtual Machine Migration based on Trust Measurement of Computer Node Appled Mechancs and Materals Onlne: 2014-04-04 ISSN: 1662-7482, Vols. 536-537, pp 678-682 do:10.4028/www.scentfc.net/amm.536-537.678 2014 Trans Tech Publcatons, Swtzerland Vrtual Machne Mgraton based on

More information

User Authentication Based On Behavioral Mouse Dynamics Biometrics

User Authentication Based On Behavioral Mouse Dynamics Biometrics User Authentcaton Based On Behavoral Mouse Dynamcs Bometrcs Chee-Hyung Yoon Danel Donghyun Km Department of Computer Scence Department of Computer Scence Stanford Unversty Stanford Unversty Stanford, CA

More information

Querying by sketch geographical databases. Yu Han 1, a *

Querying by sketch geographical databases. Yu Han 1, a * 4th Internatonal Conference on Sensors, Measurement and Intellgent Materals (ICSMIM 2015) Queryng by sketch geographcal databases Yu Han 1, a * 1 Department of Basc Courses, Shenyang Insttute of Artllery,

More information

Paper style and format for the Sixth International Symposium on Turbulence, Heat and Mass Transfer

Paper style and format for the Sixth International Symposium on Turbulence, Heat and Mass Transfer K. Hanjalć, Y. Nagano and S. Jakrlć (Edtors) 2009 Begell House, Inc. Paper style and format for the Sxth Internatonal Symposum on Turbulence, Heat and Mass Transfer K. Hanjalć 1, Y. Nagano 2 and S. Jakrlć

More information

Real-time Motion Capture System Using One Video Camera Based on Color and Edge Distribution

Real-time Motion Capture System Using One Video Camera Based on Color and Edge Distribution Real-tme Moton Capture System Usng One Vdeo Camera Based on Color and Edge Dstrbuton YOSHIAKI AKAZAWA, YOSHIHIRO OKADA, AND KOICHI NIIJIMA Graduate School of Informaton Scence and Electrcal Engneerng,

More information

Term Weighting Classification System Using the Chi-square Statistic for the Classification Subtask at NTCIR-6 Patent Retrieval Task

Term Weighting Classification System Using the Chi-square Statistic for the Classification Subtask at NTCIR-6 Patent Retrieval Task Proceedngs of NTCIR-6 Workshop Meetng, May 15-18, 2007, Tokyo, Japan Term Weghtng Classfcaton System Usng the Ch-square Statstc for the Classfcaton Subtask at NTCIR-6 Patent Retreval Task Kotaro Hashmoto

More information

Quality Improvement Algorithm for Tetrahedral Mesh Based on Optimal Delaunay Triangulation

Quality Improvement Algorithm for Tetrahedral Mesh Based on Optimal Delaunay Triangulation Intellgent Informaton Management, 013, 5, 191-195 Publshed Onlne November 013 (http://www.scrp.org/journal/m) http://dx.do.org/10.36/m.013.5601 Qualty Improvement Algorthm for Tetrahedral Mesh Based on

More information

Solving Route Planning Using Euler Path Transform

Solving Route Planning Using Euler Path Transform Solvng Route Plannng Usng Euler Path ransform Y-Chong Zeng Insttute of Informaton Scence Academa Snca awan ychongzeng@s.snca.edu.tw Abstract hs paper presents a method to solve route plannng problem n

More information

Fast Computation of Shortest Path for Visiting Segments in the Plane

Fast Computation of Shortest Path for Visiting Segments in the Plane Send Orders for Reprnts to reprnts@benthamscence.ae 4 The Open Cybernetcs & Systemcs Journal, 04, 8, 4-9 Open Access Fast Computaton of Shortest Path for Vstng Segments n the Plane Ljuan Wang,, Bo Jang

More information

A new paradigm of fuzzy control point in space curve

A new paradigm of fuzzy control point in space curve MATEMATIKA, 2016, Volume 32, Number 2, 153 159 c Penerbt UTM Press All rghts reserved A new paradgm of fuzzy control pont n space curve 1 Abd Fatah Wahab, 2 Mohd Sallehuddn Husan and 3 Mohammad Izat Emr

More information

Design and Implementation of Trainable Robotic Arm

Design and Implementation of Trainable Robotic Arm Internatonal Journal of Scence, Engneerng and Technology Research (IJSETR) Desgn and Implementaton of Tranable Robotc Arm Mo Mo Aung 1, Saw Aung Nyen Oo 2 1 Master Canddate, Department of Electronc Engneerng,

More information

Numerical model describing optimization of fibres winding process on open and closed frame

Numerical model describing optimization of fibres winding process on open and closed frame Journal of Physcs: Conference Seres PAPER OPEN ACCESS Numercal model descrbng optmzaton of fbres wndng process on open and closed frame To cte ths artcle: M Petr et al 06 J Phys: Conf Ser 738 0094 Vew

More information

An Improved Isogeometric Analysis Using the Lagrange Multiplier Method

An Improved Isogeometric Analysis Using the Lagrange Multiplier Method An Improved Isogeometrc Analyss Usng the Lagrange Mltpler Method N. Valzadeh 1, S. Sh. Ghorash 2, S. Mohammad 3, S. Shojaee 1, H. Ghasemzadeh 2 1 Department of Cvl Engneerng, Unversty of Kerman, Kerman,

More information

Design of Structure Optimization with APDL

Design of Structure Optimization with APDL Desgn of Structure Optmzaton wth APDL Yanyun School of Cvl Engneerng and Archtecture, East Chna Jaotong Unversty Nanchang 330013 Chna Abstract In ths paper, the desgn process of structure optmzaton wth

More information

Distance Calculation from Single Optical Image

Distance Calculation from Single Optical Image 17 Internatonal Conference on Mathematcs, Modellng and Smulaton Technologes and Applcatons (MMSTA 17) ISBN: 978-1-6595-53-8 Dstance Calculaton from Sngle Optcal Image Xao-yng DUAN 1,, Yang-je WEI 1,,*

More information

Solitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis

Solitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis Internatonal Mathematcal Forum, Vol. 6,, no. 7, 8 Soltary and Travelng Wave Solutons to a Model of Long Range ffuson Involvng Flux wth Stablty Analyss Manar A. Al-Qudah Math epartment, Rabgh Faculty of

More information

Repeater Insertion for Two-Terminal Nets in Three-Dimensional Integrated Circuits

Repeater Insertion for Two-Terminal Nets in Three-Dimensional Integrated Circuits Repeater Inserton for Two-Termnal Nets n Three-Dmensonal Integrated Crcuts Hu Xu, Vasls F. Pavlds, and Govann De Mchel LSI - EPFL, CH-5, Swtzerland, {hu.xu,vasleos.pavlds,govann.demchel}@epfl.ch Abstract.

More information

Programming in Fortran 90 : 2017/2018

Programming in Fortran 90 : 2017/2018 Programmng n Fortran 90 : 2017/2018 Programmng n Fortran 90 : 2017/2018 Exercse 1 : Evaluaton of functon dependng on nput Wrte a program who evaluate the functon f (x,y) for any two user specfed values

More information

An Application of the Dulmage-Mendelsohn Decomposition to Sparse Null Space Bases of Full Row Rank Matrices

An Application of the Dulmage-Mendelsohn Decomposition to Sparse Null Space Bases of Full Row Rank Matrices Internatonal Mathematcal Forum, Vol 7, 2012, no 52, 2549-2554 An Applcaton of the Dulmage-Mendelsohn Decomposton to Sparse Null Space Bases of Full Row Rank Matrces Mostafa Khorramzadeh Department of Mathematcal

More information

Compiler Design. Spring Register Allocation. Sample Exercises and Solutions. Prof. Pedro C. Diniz

Compiler Design. Spring Register Allocation. Sample Exercises and Solutions. Prof. Pedro C. Diniz Compler Desgn Sprng 2014 Regster Allocaton Sample Exercses and Solutons Prof. Pedro C. Dnz USC / Informaton Scences Insttute 4676 Admralty Way, Sute 1001 Marna del Rey, Calforna 90292 pedro@s.edu Regster

More information

High resolution 3D Tau-p transform by matching pursuit Weiping Cao* and Warren S. Ross, Shearwater GeoServices

High resolution 3D Tau-p transform by matching pursuit Weiping Cao* and Warren S. Ross, Shearwater GeoServices Hgh resoluton 3D Tau-p transform by matchng pursut Wepng Cao* and Warren S. Ross, Shearwater GeoServces Summary The 3D Tau-p transform s of vtal sgnfcance for processng sesmc data acqured wth modern wde

More information

Positive Semi-definite Programming Localization in Wireless Sensor Networks

Positive Semi-definite Programming Localization in Wireless Sensor Networks Postve Sem-defnte Programmng Localzaton n Wreless Sensor etworks Shengdong Xe 1,, Jn Wang, Aqun Hu 1, Yunl Gu, Jang Xu, 1 School of Informaton Scence and Engneerng, Southeast Unversty, 10096, anjng Computer

More information

A Simple and Efficient Goal Programming Model for Computing of Fuzzy Linear Regression Parameters with Considering Outliers

A Simple and Efficient Goal Programming Model for Computing of Fuzzy Linear Regression Parameters with Considering Outliers 62626262621 Journal of Uncertan Systems Vol.5, No.1, pp.62-71, 211 Onlne at: www.us.org.u A Smple and Effcent Goal Programmng Model for Computng of Fuzzy Lnear Regresson Parameters wth Consderng Outlers

More information

Sensory Redundant Parallel Mobile Mechanism

Sensory Redundant Parallel Mobile Mechanism Sensory Redundant Parallel Moble Mechansm Shraga Shoval and Moshe Shoham* Department of Industral Engneerng & Management, Academc College of Judea and Samara, Arel., *Faculty of Mechancal Engneerng, Technon,

More information

Solutions to Programming Assignment Five Interpolation and Numerical Differentiation

Solutions to Programming Assignment Five Interpolation and Numerical Differentiation College of Engneerng and Coputer Scence Mechancal Engneerng Departent Mechancal Engneerng 309 Nuercal Analyss of Engneerng Systes Sprng 04 Nuber: 537 Instructor: Larry Caretto Solutons to Prograng Assgnent

More information

Trajectory and spray control planning on unknown 3D surfaces for industrial spray painting robot

Trajectory and spray control planning on unknown 3D surfaces for industrial spray painting robot Graduate Theses and Dssertatons Graduate College 2008 Trajectory and spray control plannng on unknown 3D surfaces for ndustral spray pantng robot Fanq Meng Iowa State Unversty Follow ths and addtonal works

More information

Optimal Design of Nonlinear Fuzzy Model by Means of Independent Fuzzy Scatter Partition

Optimal Design of Nonlinear Fuzzy Model by Means of Independent Fuzzy Scatter Partition Optmal Desgn of onlnear Fuzzy Model by Means of Independent Fuzzy Scatter Partton Keon-Jun Park, Hyung-Kl Kang and Yong-Kab Km *, Department of Informaton and Communcaton Engneerng, Wonkwang Unversty,

More information

ISSN 2409-9392,,, 2017,. 30 backlashes. Ths allows conductng the cuttng process wthout the formaton of technologcal protruson between wres. Dstnctve features of a new cut shapng technology scheme are reflected

More information

Assignment # 2. Farrukh Jabeen Algorithms 510 Assignment #2 Due Date: June 15, 2009.

Assignment # 2. Farrukh Jabeen Algorithms 510 Assignment #2 Due Date: June 15, 2009. Farrukh Jabeen Algorthms 51 Assgnment #2 Due Date: June 15, 29. Assgnment # 2 Chapter 3 Dscrete Fourer Transforms Implement the FFT for the DFT. Descrbed n sectons 3.1 and 3.2. Delverables: 1. Concse descrpton

More information

REFRACTION. a. To study the refraction of light from plane surfaces. b. To determine the index of refraction for Acrylic and Water.

REFRACTION. a. To study the refraction of light from plane surfaces. b. To determine the index of refraction for Acrylic and Water. Purpose Theory REFRACTION a. To study the refracton of lght from plane surfaces. b. To determne the ndex of refracton for Acrylc and Water. When a ray of lght passes from one medum nto another one of dfferent

More information

Feature Reduction and Selection

Feature Reduction and Selection Feature Reducton and Selecton Dr. Shuang LIANG School of Software Engneerng TongJ Unversty Fall, 2012 Today s Topcs Introducton Problems of Dmensonalty Feature Reducton Statstc methods Prncpal Components

More information

Pose, Posture, Formation and Contortion in Kinematic Systems

Pose, Posture, Formation and Contortion in Kinematic Systems Pose, Posture, Formaton and Contorton n Knematc Systems J. Rooney and T. K. Tanev Department of Desgn and Innovaton, Faculty of Technology, The Open Unversty, Unted Kngdom Abstract. The concepts of pose,

More information

Angle-Independent 3D Reconstruction. Ji Zhang Mireille Boutin Daniel Aliaga

Angle-Independent 3D Reconstruction. Ji Zhang Mireille Boutin Daniel Aliaga Angle-Independent 3D Reconstructon J Zhang Mrelle Boutn Danel Alaga Goal: Structure from Moton To reconstruct the 3D geometry of a scene from a set of pctures (e.g. a move of the scene pont reconstructon

More information

Analysis of 3D Cracks in an Arbitrary Geometry with Weld Residual Stress

Analysis of 3D Cracks in an Arbitrary Geometry with Weld Residual Stress Analyss of 3D Cracks n an Arbtrary Geometry wth Weld Resdual Stress Greg Thorwald, Ph.D. Ted L. Anderson, Ph.D. Structural Relablty Technology, Boulder, CO Abstract Materals contanng flaws lke nclusons

More information

Related-Mode Attacks on CTR Encryption Mode

Related-Mode Attacks on CTR Encryption Mode Internatonal Journal of Network Securty, Vol.4, No.3, PP.282 287, May 2007 282 Related-Mode Attacks on CTR Encrypton Mode Dayn Wang, Dongda Ln, and Wenlng Wu (Correspondng author: Dayn Wang) Key Laboratory

More information

Anytime Predictive Navigation of an Autonomous Robot

Anytime Predictive Navigation of an Autonomous Robot Anytme Predctve Navgaton of an Autonomous Robot Shu Yun Chung Department of Mechancal Engneerng Natonal Tawan Unversty Tape, Tawan Emal shuyun@robot0.me.ntu.edu.tw Abstract To acheve fully autonomous moble

More information

Vol. 5, No. 3 March 2014 ISSN Journal of Emerging Trends in Computing and Information Sciences CIS Journal. All rights reserved.

Vol. 5, No. 3 March 2014 ISSN Journal of Emerging Trends in Computing and Information Sciences CIS Journal. All rights reserved. Journal of Emergng Trends n Computng and Informaton Scences 009-03 CIS Journal. All rghts reserved. http://www.csjournal.org Unhealthy Detecton n Lvestock Texture Images usng Subsampled Contourlet Transform

More information

Integration of Planning and Control in Robotic Formations

Integration of Planning and Control in Robotic Formations Integraton of Plannng and Control n Robotc Formatons V.T. Ngo, A.D. Nguyen, and Q.P. Ha ARC Centre of Excellence for Autonomous Systems, Faculty of Engneerng, Unversty of Technology, Sydney, PO Box 13

More information

Ecient Computation of the Most Probable Motion from Fuzzy. Moshe Ben-Ezra Shmuel Peleg Michael Werman. The Hebrew University of Jerusalem

Ecient Computation of the Most Probable Motion from Fuzzy. Moshe Ben-Ezra Shmuel Peleg Michael Werman. The Hebrew University of Jerusalem Ecent Computaton of the Most Probable Moton from Fuzzy Correspondences Moshe Ben-Ezra Shmuel Peleg Mchael Werman Insttute of Computer Scence The Hebrew Unversty of Jerusalem 91904 Jerusalem, Israel Emal:

More information

Computer Vision. Exercise Session 1. Institute of Visual Computing

Computer Vision. Exercise Session 1. Institute of Visual Computing Computer Vson Exercse Sesson 1 Organzaton Teachng assstant Basten Jacquet CAB G81.2 basten.jacquet@nf.ethz.ch Federco Camposeco CNB D12.2 fede@nf.ethz.ch Lecture webpage http://www.cvg.ethz.ch/teachng/compvs/ndex.php

More information

Line-based Camera Movement Estimation by Using Parallel Lines in Omnidirectional Video

Line-based Camera Movement Estimation by Using Parallel Lines in Omnidirectional Video 01 IEEE Internatonal Conference on Robotcs and Automaton RverCentre, Sant Paul, Mnnesota, USA May 14-18, 01 Lne-based Camera Movement Estmaton by Usng Parallel Lnes n Omndrectonal Vdeo Ryosuke kawansh,

More information

Manipulator motion planning for high-speed robotic laser cutting

Manipulator motion planning for high-speed robotic laser cutting Manpulator moton plannng for hgh-speed robotc laser cuttng ALEXANDRE DOLGUI 1 and ANATOL PASHKEVICH 1,2 1 Dvson for Industral Engneerng and Computer Scences Ecole de Mnes de Sant Etenne, 158, Cours Faurel,

More information