A Novel Architecture for Compiled-type Software CNC System

Size: px
Start display at page:

Download "A Novel Architecture for Compiled-type Software CNC System"

Transcription

1 Key Engineering Materials Online: ISSN: , ol. 339, doi: /.scientific.net/kem rans ech Pulications, Sitzerland A Novel Architecture for Coiled-tye Softare CNC Y.X. Yao 1, a and S.Z. Yu 1, 1 School of Mechatronics Engineering, Harin Institute of echnology, Harin , China a yxyao@hit.edu.cn, foretyusz@163.co Keyords: CNC, Coiled-tye, Real-tie, Oen syste, Architecture Astract. PC-ased softare couter nuerical control (CNC) syste is the ideal for oen CNC syste, ut there are soe roles aout the current oen CNC syste, such as the liitation of interolation cycle, deanding on high-seed and high recision achining and the liitation of oeration syste (OS). So advances a novel PC-ased architecture for coiled-tye softare CNC syste, in the architecture, the general Windos is adoted as CNC latfor and adots to huge eories acting as data uffer to solve real tie role. And then analyzes the structure and asic rincile of coiling syste. he hardare has een develoed ased on this architecture and alied in the CNC syste. Introduction No, ith the develoent of anufacture technology, any achine tool uilders and end-users are execting that CNC syste can integrate ith uer intelligent function of anufacture syste and oen the lack-ox of CNC, and can ut their on ideas of roduct design and anageent, secial rocess technology and oeration technique into CNC, so it is a trend that CNC syste develos fro a closed architecture and rorietary syste to an oen and general syste. Soe oen CNC syste has een develoed at resent, there are ainly three styles. he first is PC eedded in the CNC syste and only erfors huan achine interface (HMI) and rograing edit tasks, CNC kernel is rorietary. Next, a card added into PC erfors the CNC kernel task such as coordinate axes otion control. his CNC is artly oen on HMI and rograing edits function ased on PC. he third is softare CNC syste (Soft CNC), hich is highest in the level of oenness and the key of study on oen CNC syste Prole of the current Oen CNC syste. In the folloing, e ainly analyze the role of PC-Based softare CNC at resent, ecause the first and second are not oen at strictly seaking. he Contradiction eteen the Liitation of Interolation Cycle and Deand on High-seed and High Precision Machining Figure 1 shos a exale of saled-data line interolation, the next is the relation eteen interolation error and interolation cycle. Interolation cycle is: 60 4 δ ( 2 r δ ) = (1) 1000 F ecause of δ r, then interolation error is: F 18 r 2 δ = (2) in Eq.1 and Eq.2, is interolation cycle (s),f is cutting seed(/in),r is curvature radius on the interolation oint here the curve is interolated (),δ is interolation error (). Fro Eq.1, e can conclude that hen cutting seed is constant, if ant to irove the cutting recision, ust shorten interolation cycle. Also fro Eq.2, hen interolation cycle is constant, the cutting seed is higher, then the interolation error is greater, and then the cutting recision is loer. All rights reserved. No art of contents of this aer ay e reroduced or transitted in any for or y any eans ithout the ritten erission of rans ech Pulications,.tt.net. (# , Pennsylvania State University, University Park, USA-16/09/16,05:23:05)

2 Key Engineering Materials ol Fig.1 Interolation error scheatic It is suosed that δ is and F is 30/in hich coes u to the standard of high-seed achining as required, hen rocess sall curvature radius contour such as r < 15, the < 219us couted fro Eq.1, naely interolation cycle should not e greater than 219μs. It is difficult for the existing PC-ased softare CNC syste to otain this interolation cycle, so the erforance of PC hardare and softare ust e iroved. So if the sae high recision is achieved, the solution is that have to decrease the cutting seed, hich ay restrict soe erforance exertion of high-seed achining tool. And also, ith the advanceent of high-seed and high recision achining, this contradiction ill e ore ovious. he Contradiction eteen Universality and Real-tie aout OS It is necessary that select an oenness, general and flexile OS to ileent the PC-ased softare CNC function, and also OS ust fulfill the strong real-tie requireent of CNC kernel. here are any OS alied in the PC-ased softare CNC syste, such as DOS, Linux +R-Linux and Windos N + RX etc. DOS can e chosen as the latfor of CNC ecause of it s real-tie erforance, ut it has such any shortcoings including single task OS and ad HMI. R-Linux is also real tie OS (ROS), ut CNC syste ased on R-Linux can t e integrated ith CAD/CAM syste that e develoed on Windos OS, hich only exchange data ith CAD/CAM y off-line ode. Windos has any advantages such as good HMI, easy oeration, ealth resource and easy exloitation.etc, so it is favorale for any researchers. But, general Windos is non-real tie OS. No it is a solution for the contradiction eteen universality and real-tie that real-tie kernel such as RX is extended into Windo N or Windos, the extended real-tie kernel can reach icrosecond interolation cycle. Hoever, the rice of the extended real-tie kernel is very high and increases the cost of CNC syste. herefore, it is ideal solution for the role that alying Windos OS y the silest and roer ethod as PC-ased softare CNC latfor. he Architecture and Analysis of Coiled-tye Softare CNC he architecture of coiled-tye softare CNC syste is shon in Fig.2, in this architecture, anual achining rogra, the rogra fro autoatic rograing syste, the design data fro CAD/CAM, self-defined track function and soft PLC can e easily inut into CNC syste ith convenient HMI in PC. After these rogra or data are fully coiled y coiling syste, they are translated into the target-code that e coosed of dislaceent of coordinate axis direction, dislaceent offset and sitching value, also the target-code files, hich size is deterined y the size of otto large eory, can e created, and then target-code files ake u of target-code files lirary. transitted control and check syste transits the target-code ased on target-code files to otto syste through us-astering syste. Access eory controller accets the code and stores the code into huge eory 1 or 2 alternately. Position and I/O control rocessor also reads the code data through access eory controller fro huge eory 1 or 2 alternately and sequentially, and controls the otors and sitching coonents to execute relevant action. So CNC finishes the hole achining task ste y ste through accessing the target code sequentially. he Structure and Basic Princile of Coiling. raditional CNC executes rogra ased on the unit on rogra segent, interrets a segent, executes a segent and loos until ending the achining rocess, hich is the sae as BASIC language interrets and executes its sentence, hich is naed interreting-tye running ode. Another is naed coiling-tye running ode. In this ode, anual achining rogra, the rogra fro autoatic rograing syste, the design data fro CAD/CAM, self-defined track function and soft PLC are fully coiled efore achining, then are translated into the original

3 444 Progress of Precision Engineering and Nano echnology target-code that e coosed of dislaceent of coordinate axis direction, dislaceent offset and sitching value. In the original target code converted function, the dislaceent and dislaceent offset in the original target code are converted into the D/A digit value. After eing added into start check code and end check code, the target codes are raed to data files hich e saved into hard disk, and every data file size is deterined y a huge eory size. his target code in the data files can e executed y the osition and I/O control rocessor directly, hich silicities the rocess of data rocessing of rocessor and increases the efficiency. he structure of coiling syste is shon in Fig.3, different inut tye has different rocessing flo, ut generates the sae target code. Manual Machining Progra Autoatic Prograing CAD/CAM Self-defined rack Coiling arget File 1 arget File n ransitted Control and Check Bus-astering Soft PLC Files Lirary Huge Meory 1 Huge Meory 2 PC-ased Access Meory Controller Servootor elocity Control, Current Control and Poer Alifier Position and I/O control rocessor Position Detection Aaratus Sitching Coonents Fig.2 he Architecture of Coiled-tye Softare CNC syste Manual Machining Progra Autoatic Prograing CAD/CAM Self-defined rack Soft PLC Encoding Interret ool rack Generation Encoding ools Coensation Data Calculation Seed Process Post Process ier Process Interolation Calculation Fig. 3 he Structure of Coiling arget ransforation Add Check Wra arget arget Files he data structure of every target code is defined as folloing. tyedef struct Data{ int startcode; int X1; int X1; int Xn; int Xn; char O1; char O; int endcode; }; Where Xn is the dislaceent of n coordinate axis; Xn is the dislaceent offset of n coordinate axis. O is the sitching value of sitch coonent; the value is 0 or 1. startcode is start check code; endcode is end check code. So the size of every target code is n * * 2 yte. If huge eory size is S Myte, then the nuer N of target code in a eory is: 6 S * 10 = n * N (3) 4 * 2

4 Key Engineering Materials ol he Solution for Real-tie Prole in Non-real ie OS. At first, syste has to huge eories that act as data uffer eteen PC and rocessor, as shon in Fig.4. At the eginning of achining, target code coiled is first stored into the huge eory 1, hen the huge eory 1 is full, access eory controller sitches riting oeration fro 1 to the huge eory 2 so that PC can continue to store data into eory 2, at the sae tie, access eory controller sitches reading oeration to eory 1, so rocessor can read data fro eory 1 and then executes the relevant action according to target code. But once the huge eory 1 is ety, PC stores data into eory 2 and rocessor read fro eory1, rocess aove is going on alternately until finishing the all achining. Writing oeration of PC is indeendent of reading oeration of rocessor in the rocess, so it avoids to conflict that oth access the sae eory. As long as the tie that sent y PC riting a eory fully is enough shorter than the total tie that sent y PC eing in resonse to a eory etily and y rocessor rocessing a eory, CNC achining can go on staly. PC syste Access Meory controller Huge Meory 1 Access Meory controller Huge Meory 2 Position an I/O Control Processor Fig.3 Access o Huge Meory Alternately For exale, (s)is single axis osition control cycle in rocessor ( single interolation cycle), (Myte/s) is us seed, (Myte/s) is average seed of access eory controller, d (s) is total tie of PC resonse tie, accessing disk file tie and rocessing rogra tie in PC, dd (s) is tie of rocessor rocessing a target code, (s) is the tie of PC riting a huge eory fully, and then, S S = + + d (4) r (s) is the tie of rocessor reading a eory etily, and fro Eq.3, 6 S S *10 S r = * * + + d d * = ( * + d d ) * + n *4+ + 4*2 N n N n (5) If the PC us is PCI, is 20Myte/s, is 40Myte/s,s is 256M and syste can control 20 otion axes and 1000 sitching value, at the sae tie, syste adots DSP as rocessor hich frequency is 20Mhz, dd is 500μs and single interolation cycle is 20μs, then fro Eq.5 r is 218s, and fro Eq.4 is 198s, and that as long as the resonse tie of OS in PC is shorter than 100s, CNC syste can ork roerly and staly, ut this resonse tie is no role for Windos, hen single interolation cycle is u to 20μs. herefore, even if Windos is non-real tie OS, it still can e used as PC-ased softare CNC latfor ith the aove structure. Alication Exale Hardare structure develoed is shon in Figure 5, it adots PCI us as counication ode eteen PC and osition and I/O control rocessor, DSP ith 16 it is chosen as osition and I/O control rocessor. Access eory controller is designed and develoed y FPGA technology, and huge eory is vendor-neutral SDRAM stri so as to eing changed and configured easily. Besides, e add doule ort RAM (DPRAM) to hardare structure to act as shared uffer, soe inforation such as DSP configured data, araeter defined, soe secial instruction and sot status etc., can e exchanged eteen PC and DSP. Also it adots current vendor-neutral otor servo driver to ileent elocity Control, Current Control and Poer Alifier.

5 446 Progress of Precision Engineering and Nano echnology At resent, e have develoed this hardare, hich is shon in Fig.6, ith the hardare, the PC-ased softare CNC syste is eing develoed. In this syste, Windos 2000 OS is adoted. Fig.5 Hardare Structure Fig.6 he Control Card Develoed Suary PC-ased softare CNC syste is the ideal for oen CNC syste and also the key of study on oen CNC syste, ith the advanceent of high-seed and high recision achining, required interolation cycle is shorter and shorter, oreover general OS such as Windos is ideal OS for CNC syste ut it is not real tie OS and cannot e used as CNC latfor directly. In this aer e roose to adot coiling-tye running ode and to huge eories that act as data uffer eteen PC and rocessor to solve the role aove. hen this aer advances a novel PC-ased architecture for coiled-tye softare CNC syste that adots general Windos as the latfor. As reset, e have develoed hardare ased on this architecture and are studying and develoing deely. References [1] Prischo G and et al: Annals of the CIRP, ol.50 (2001), [2] Chengrui Zhang, Heng Wang and et al: J. Mater. Process. echnol., ol.139 (2003), [3] Katz.R, B.K Min and Z.Pasek: ERC/RMS Reort, (2000), No.35. [4] Y. Koren and et al: Annals of CIRP, ol.43 (1996), [5] Claudio A, Kevin O and et al: IEEE Int Sy on Intelligent Control, ol.27 (2002),.290. [6] Mao Junhong, Li Lichuan and et al: J. Mechanical Engineering, ol.36 (2000), [7] Li Bin and et al: J. Coute in Industry, ol.55 (2004), [8] Liang Hongin, Wang Yongzhang and LiXia: J. CIMS, ol.10 (2004),

New method of angle error measurement in angular artifacts using minimum zone flatness plane

New method of angle error measurement in angular artifacts using minimum zone flatness plane Alied Mechanics and Materials Subitted: 04-05-4 ISSN: 66-748, Vols. 599-60, 997-004 Acceted: 04-06-05 doi:0.408/www.scientific.net/amm.599-60.997 Online: 04-08- 04 Trans Tech Publications, Switzerland

More information

Recap Consistent cuts. CS514: Intermediate Course in Operating Systems. What time is it? But what does time mean? Drawing time-line pictures:

Recap Consistent cuts. CS514: Intermediate Course in Operating Systems. What time is it? But what does time mean? Drawing time-line pictures: CS514: Interediate Course in Oerating Systes Professor Ken iran Vivek Vishnuurthy: T Reca Consistent cuts On Monday we saw that sily gathering the state of a syste isn t enough Often the state includes

More information

EXTENDED SVD FLATNESS CONTROL. Per Erik Modén and Markus Holm ABB AB, Västerås, Sweden

EXTENDED SVD FLATNESS CONTROL. Per Erik Modén and Markus Holm ABB AB, Västerås, Sweden EXTENDED SVD FLATNESS CONTROL Per Erik Modén and Markus Hol ABB AB, Västerås, Sweden ABSTRACT Cold rolling ills soeties do not see able to control flatness as well as exected, taking into account the nuber

More information

I n many cases, the SPRT will come to a decision with fewer samples than would have been required for a fixed size test.

I n many cases, the SPRT will come to a decision with fewer samples than would have been required for a fixed size test. STATGRAPHICS Rev. 9/6/3 Sequential Saling Suary... Data Inut... 3 Analysis Otions... 3 Analysis Suary... 5 Cuulative Plot... 6 Decision Nubers... 9 Test Perforance... O. C. Curve... ASN Function... Forulas...

More information

Research on Inverse Dynamics and Trajectory Planning for the 3-PTT Parallel Machine Tool

Research on Inverse Dynamics and Trajectory Planning for the 3-PTT Parallel Machine Tool 06 International Conference on aterials, Information, echanical, Electronic and Comuter Engineering (IECE 06 ISBN: 978--60595-40- Research on Inverse Dynamics and rajectory Planning for the 3-P Parallel

More information

A Fail-Aware Datagram Service

A Fail-Aware Datagram Service A Fail-Aware Datagra Service Christof Fetzer and Flaviu Cristian christof@research.att.co, htt://www.christof.org Abstract In distributed real-tie systes it is often useful for a rocess to know that another

More information

DKD-R 4-2 Calibration of Devices and Standards for Roughness Metrology Sheet 2: Calibration of the vertical measuring system of stylus instruments

DKD-R 4-2 Calibration of Devices and Standards for Roughness Metrology Sheet 2: Calibration of the vertical measuring system of stylus instruments DKD-R 4- Calibration of Devices and Standards for Roughness Metrology Sheet : Calibration of the vertical easuring syste of stylus instruents DKD-R 4- Sheet.7 DKD-R 4- Calibration of Devices and Standards

More information

Spatial interference encoding patterns based super resolved photoacoustic microscopy

Spatial interference encoding patterns based super resolved photoacoustic microscopy Satial interference encoding atterns based suer resolved hotoacoustic icroscoy Aihai Meiri 1, Eric M. Stroh 2, Michael C. Kolios 2 and Zeev Zalevsky 1 1 Faculty of Engineering and the Nano Technology Center,

More information

Gradient Compared l p -LMS Algorithms for Sparse System Identification

Gradient Compared l p -LMS Algorithms for Sparse System Identification Gradient Comared l -LMS Algorithms for Sarse System Identification Yong Feng,, Jiasong Wu, Rui Zeng, Limin Luo, Huazhong Shu. School of Biological Science and Medical Engineering, Southeast University,

More information

Features. 210 mm. relay outputs 64 mm. input. triac outputs

Features. 210 mm. relay outputs 64 mm. input. triac outputs 12 Mark Terinal Unit Controller (3 fan seed ) 12 LONMARK TERMINAL UNIT CONTROLLER (3 fan seed) Descrition The 12 is a terinal unit controller which can be networked using Works (). It can counicate with

More information

A Fail-Aware Datagram Service

A Fail-Aware Datagram Service A Fail-Aware Datagra Service Christof Fetzer and Flaviu Cristian christof@research.att.co, htt://www.christof.org Abstract In distributed real-tie systes it is often useful for a rocess Ô to know that

More information

Database Design on Mechanical Equipment Operation Management System Zheng Qiu1, Wu kaiyuan1, Wu Chengyan1, Liu Lei2

Database Design on Mechanical Equipment Operation Management System Zheng Qiu1, Wu kaiyuan1, Wu Chengyan1, Liu Lei2 2nd International Conference on Advances in Mechanical Engineering and Industrial Inforatics (AMEII 206) Database Design on Mechanical Equipent Manageent Syste Zheng Qiu, Wu kaiyuan, Wu Chengyan, Liu Lei2

More information

RESEARCH ARTICLE. Simple Memory Machine Models for GPUs

RESEARCH ARTICLE. Simple Memory Machine Models for GPUs The International Journal of Parallel, Emergent and Distributed Systems Vol. 00, No. 00, Month 2011, 1 22 RESEARCH ARTICLE Simle Memory Machine Models for GPUs Koji Nakano a a Deartment of Information

More information

Hardware-Accelerated Formal Verification

Hardware-Accelerated Formal Verification Hardare-Accelerated Formal Verification Hiroaki Yoshida, Satoshi Morishita 3 Masahiro Fujita,. VLSI Design and Education Center (VDEC), University of Tokyo. CREST, Jaan Science and Technology Agency 3.

More information

On-Chip Interconnect Implications of Shared Memory Multicores

On-Chip Interconnect Implications of Shared Memory Multicores On-Chi Interconnect Ilications of Shared Meory Multicores Srini Devadas Couter Science and Artificial Intelligence Laboratory (CSAIL) Massachusetts Institute of Technology 1 Prograing 1000 cores MPI has

More information

On Some Methods for Improving Feature Vectors for Web Pages and their Retrieval Accuracy

On Some Methods for Improving Feature Vectors for Web Pages and their Retrieval Accuracy On Soe Methods for Iroving Feature Vectors for We Pages and their Retrieval Accuracy Kaunari SGIAMA, Kenji HATANO, Masatoshi OSHIKAWA, and Shunsuke EMRA Nara Institute of Science and Technology 8916 5

More information

Parallel Algorithms for the Summed Area Table on the Asynchronous Hierarchical Memory Machine, with GPU implementations

Parallel Algorithms for the Summed Area Table on the Asynchronous Hierarchical Memory Machine, with GPU implementations Parallel Algorithms for the Summed Area Table on the Asynchronous Hierarchical Memory Machine, ith GPU imlementations Akihiko Kasagi, Koji Nakano, and Yasuaki Ito Deartment of Information Engineering Hiroshima

More information

Motion accuracy of NC machine tools

Motion accuracy of NC machine tools otion accurac of NC machine tools ARIN DOINA, STANCIU IOAN, ARIN DAN IHAIL Dnamics Sstems Deartment Institute of Solid echanics-romanian Academ 15, Constantin ille Street, Bucharest, 1141 S.C. Turbomecanica

More information

A Novel Iris Segmentation Method for Hand-Held Capture Device

A Novel Iris Segmentation Method for Hand-Held Capture Device A Novel Iris Segmentation Method for Hand-Held Cature Device XiaoFu He and PengFei Shi Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai 200030, China {xfhe,

More information

A Compact and Efficient Fingerprint Verification System for Secure Embedded Devices

A Compact and Efficient Fingerprint Verification System for Secure Embedded Devices A Comact and Efficient Fingerrint Verification System for Secure Emedded Devices Shenglin Yang UCLA Det of EE Los Angeles CA 995 +-3-67-9 shengliny@ee.ucla.edu Kazuo Sakiyama UCLA Det of EE Los Angeles

More information

BTU METER INSTRUCTION MANUAL MODEL 5202 FLOW MEASUREMENT & CONTROL SOLUTIONS

BTU METER INSTRUCTION MANUAL MODEL 5202 FLOW MEASUREMENT & CONTROL SOLUTIONS BTU METER INSTRUCTION MANUAL MODEL 5202 Model 5202 Smart BTU Meter - Remote Type FLOW MEASUREMENT & CONTROL SOLUTIONS hone:(73)383-888 Fax:(73)383-088 TABLE OF CONTENTS 1. Table of Contents/roduct Description...

More information

Iterative Grid-Based Computing Using Mobile Agents

Iterative Grid-Based Computing Using Mobile Agents Iterative Grid-Based Computing Using Moile Agents Hairong Kuang, Luomir F. Bic, Michael B. Dillencourt Information and Computer Science University of California, Irvine, CA 92697-3425, USA fhkuang, ic,

More information

COMP 250. Lecture 4. Array lists. Sept. 15, 2017

COMP 250. Lecture 4. Array lists. Sept. 15, 2017 COMP 25 Lecture 4 Arra lists Set. 5, 27 Arras in Java int[ ] Ints = new int[5]; Ints[3] = -732; Arra whose eleents have a riitive te 2 Ints int[ ] Ints = new int[5]; Ints[3] = -732; 2 3 : 4-732 : Arras

More information

Simple Memory Machine Models for GPUs

Simple Memory Machine Models for GPUs 2012 IEEE 2012 26th IEEE International 26th International Parallel Parallel and Distributed and Distributed Processing Processing Symosium Symosium Workshos Workshos & PhD Forum Simle Memory Machine Models

More information

Contour Error Decoupling Compensation for Non-circular Grinding Qi-guang LI 1,a, Qiu-shi HAN 1, Wei-hua LI 2 and Bao-ying PENG 1

Contour Error Decoupling Compensation for Non-circular Grinding Qi-guang LI 1,a, Qiu-shi HAN 1, Wei-hua LI 2 and Bao-ying PENG 1 07 nd International Conference on Applied Mechanics, Electronics and Mechatronics Engineering (AMEME 07) ISBN: 978--60595-497-4 Contour Error Decoupling Compensation for Non-circular Grinding Qi-guang

More information

Rubik's Shells.

Rubik's Shells. Ruik's Shells Ruik's Shells is a puzzle that consists of 4 intersecting rings, coloured heels ith 8 alls each, hich can rotat The heels are in to pairs; to axes ith a pair of heels on each, and the to

More information

WAN_0218. Implementing ReTune with Wolfson Audio CODECs INTRODUCTION

WAN_0218. Implementing ReTune with Wolfson Audio CODECs INTRODUCTION Implementing ReTune ith Wolfson Audio CODECs INTRODUCTION ReTune TM is a technology for compensating for deficiencies in the frequency responses of loudspeakers and microphones and the housing they are

More information

AGV PATH PLANNING BASED ON SMOOTHING A* ALGORITHM

AGV PATH PLANNING BASED ON SMOOTHING A* ALGORITHM International Journal of Software Engineering & Applications (IJSEA), Vol.6, No.5, Septeber 205 AGV PATH PLANNING BASED ON SMOOTHING A* ALGORITHM Xie Yang and Cheng Wushan College of Mechanical Engineering,

More information

An Algorithm for the Welding Torch Weaving Control of Arc Welding Robot

An Algorithm for the Welding Torch Weaving Control of Arc Welding Robot http://dx.doi.org/0.5755/j0.eee.2.2.599 ELEKTRONIKA IR ELEKTROTECHNIKA, ISSN 392-25, VOL. 2, NO. 2, 205 An Algorithm for the Welding Torch Weaving Control of Arc Welding Robot Wen-liang Zhu, Fu-sheng Ni

More information

Matlab Virtual Reality Simulations for optimizations and rapid prototyping of flexible lines systems

Matlab Virtual Reality Simulations for optimizations and rapid prototyping of flexible lines systems Matlab Virtual Reality Simulations for otimizations and raid rototying of flexible lines systems VAMVU PETRE, BARBU CAMELIA, POP MARIA Deartment of Automation, Comuters, Electrical Engineering and Energetics

More information

Innovative 3D Dental Measurement for Tooth Model Restoration L.C. Chen 1 and Z.Q. Xu 2

Innovative 3D Dental Measurement for Tooth Model Restoration L.C. Chen 1 and Z.Q. Xu 2 Ke Engineering Materials Vols. 295-296 (2005) pp 145-150 online at http://.scientific.net (2005) Trans Tech Publications, Sitzerland Online available since 2005/Oct/15 Innovative 3D Dental Measureent for

More information

A Periodic Dynamic Load Balancing Method

A Periodic Dynamic Load Balancing Method 2016 3 rd International Conference on Engineering Technology and Application (ICETA 2016) ISBN: 978-1-60595-383-0 A Periodic Dynaic Load Balancing Method Taotao Fan* State Key Laboratory of Inforation

More information

An Efficient Coding Method for Coding Region-of-Interest Locations in AVS2

An Efficient Coding Method for Coding Region-of-Interest Locations in AVS2 An Efficient Coding Method for Coding Region-of-Interest Locations in AVS2 Mingliang Chen 1, Weiyao Lin 1*, Xiaozhen Zheng 2 1 Deartment of Electronic Engineering, Shanghai Jiao Tong University, China

More information

A Morphological LiDAR Points Cloud Filtering Method based on GPGPU

A Morphological LiDAR Points Cloud Filtering Method based on GPGPU A Morhological LiDAR Points Cloud Filtering Method based on GPGPU Shuo Li 1, Hui Wang 1, Qiuhe Ma 1 and Xuan Zha 2 1 Zhengzhou Institute of Surveying & Maing, No.66, Longhai Middle Road, Zhengzhou, China

More information

Performance analysis of hybrid (M/M/1 and M/M/m) client server model using Queuing theory

Performance analysis of hybrid (M/M/1 and M/M/m) client server model using Queuing theory International Journal of Electronic and Couter cience Engineering vailable Online at wwwijeceorg IN- 77-9 erforance analyi of hybrid M/M/ and M/M/ client erver odel uing ueuing theory atarhi Guta, Dr Rajan

More information

Analysis of a Biologically-Inspired System for Real-time Object Recognition

Analysis of a Biologically-Inspired System for Real-time Object Recognition Cognitive Science Online, Vol.3.,.-4, 5 htt://cogsci-online.ucsd.edu Analysis of a Biologically-Insired Syste for Real-tie Object Recognition Erik Murhy-Chutorian,*, Sarah Aboutalib & Jochen Triesch,3

More information

Plug-in Board Editor for PLG150-DR/PLG150-PC

Plug-in Board Editor for PLG150-DR/PLG150-PC Plug-in Board Editor for PLG150-DR/PLG150-PC Oner s Manual Contents Introduction.........................................2 Starting Up.........................................3 Assigning the PLG150-DR/PLG150-PC

More information

An Efficient and Highly Accurate Technique for Periodic Planar Scanner Calibration with the Antenna Under Test in Situ

An Efficient and Highly Accurate Technique for Periodic Planar Scanner Calibration with the Antenna Under Test in Situ An Efficient and Highly Accurate echnique for Periodic Planar Scanner Calibration with the Antenna Under est in Situ Scott Pierce I echnologies 1125 Satellite Boulevard, Suite 100 Suwanee, Georgia 30024

More information

TensorFlow and Keras-based Convolutional Neural Network in CAT Image Recognition Ang LI 1,*, Yi-xiang LI 2 and Xue-hui LI 3

TensorFlow and Keras-based Convolutional Neural Network in CAT Image Recognition Ang LI 1,*, Yi-xiang LI 2 and Xue-hui LI 3 2017 2nd International Conference on Coputational Modeling, Siulation and Applied Matheatics (CMSAM 2017) ISBN: 978-1-60595-499-8 TensorFlow and Keras-based Convolutional Neural Network in CAT Iage Recognition

More information

Video Seamless Splicing Method Based on SURF Algorithm and Harris Corner Points Detection

Video Seamless Splicing Method Based on SURF Algorithm and Harris Corner Points Detection Vol13 (Softech 016), pp138-14 http://dxdoiorg/101457/astl016137 Video Seamless Splicing Method Based on SURF Algorithm and Harris Corner Points Detection Dong Jing 1, Chen Dong, Jiang Shuen 3 1 College

More information

Sequential Memory Access on the Unified Memory Machine with Application to the Dynamic Programming

Sequential Memory Access on the Unified Memory Machine with Application to the Dynamic Programming Sequential Memory Access on the Unified Memory Machine ith Alication to the Dynamic Programming Koji Nakano Deartment of Information Engineering Hiroshima University Kagamiyama --, Higashi Hiroshima, 79-87

More information

Knowledge Discovery Applied to Agriculture Economy Planning

Knowledge Discovery Applied to Agriculture Economy Planning Knowledge Discovery Applied to Agriculture Econoy Planning Bing-ru Yang and Shao-un Huang Inforation Engineering School University of Science and Technology, Beiing, China, 100083 Eail: bingru.yang@b.col.co.cn

More information

Structural Features for Recognizing Degraded Printed Gurmukhi Script

Structural Features for Recognizing Degraded Printed Gurmukhi Script Fifth International Conference on Information Technology: Ne Generations Structural Features for Recognizing Degraded Printed Gurmukhi Script M. K. Jindal Department of Computer Applications, P. U. Regional

More information

Utility-Based Resource Allocation for Mixed Traffic in Wireless Networks

Utility-Based Resource Allocation for Mixed Traffic in Wireless Networks IEEE IFOCO 2 International Workshop on Future edia etworks and IP-based TV Utility-Based Resource Allocation for ixed Traffic in Wireless etworks Li Chen, Bin Wang, Xiaohang Chen, Xin Zhang, and Dacheng

More information

CLOUD computing is quickly becoming an effective and

CLOUD computing is quickly becoming an effective and IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL. 24, NO. 6, JUNE 203 087 Otial Multiserver Configuration for Profit Maxiization in Cloud Couting Junwei Cao, Senior Meber, IEEE, Kai Hwang, Fellow,

More information

Design and Implementation of an Acyclic Stable Matching Scheduler

Design and Implementation of an Acyclic Stable Matching Scheduler Design and Ipleentation of an Acyclic Stable Matching Scheduler Enyue Lu Mei Yang Yi Zhang ands.q.zheng Dept. of Coputer Science Dept. of Coputer Science Dept. of Electrical Engineering University of Texas

More information

Swift Template Matching Based on Equivalent Histogram

Swift Template Matching Based on Equivalent Histogram Swift emlate Matching ased on Equivalent istogram Wangsheng Yu, Xiaohua ian, Zhiqiang ou * elecommunications Engineering Institute Air Force Engineering University Xi an, PR China *corresonding author:

More information

AN EXTENDED STIPPLE LINE ALGORITHM AND ITS CONVERGENCE ANALYSIS

AN EXTENDED STIPPLE LINE ALGORITHM AND ITS CONVERGENCE ANALYSIS Journal of Theoretical and Alied Information Technology AN EXTENDED STIPPLE LINE ALGORITHM AND ITS CONVERGENCE ANALYSIS ZHANDONG LIU, HAIJUN ZHANG, YONG LI, XIANGWEI QI, MUNINA YUSUFU Deartment of Comuter

More information

CALCULATION METHOD OF MILLING CONTACT AREA FOR BALL-END MILLING TOOL WITH TOOL INCLINATION ANGLE

CALCULATION METHOD OF MILLING CONTACT AREA FOR BALL-END MILLING TOOL WITH TOOL INCLINATION ANGLE U.P.B. Sci. Bull., Series D, Vol. 76, Iss. 3, 214 ISSN 1454-2358 CALCULATION METHOD OF MILLING CONTACT AREA FOR BALL-END MILLING TOOL WITH TOOL INCLINATION ANGLE Yishu HAO 1, Guoqing TANG 2, Meng ZHANG

More information

EXAMPLES. Example_OC Ex_OC.asm Example_RPM_1 Ex_RPM_1.as m Example_RPM_2 Ex_RPM_2.as m

EXAMPLES. Example_OC Ex_OC.asm Example_RPM_1 Ex_RPM_1.as m Example_RPM_2 Ex_RPM_2.as m EMCH 367 Fundaentals of Microcontrollers Exaples EXAMPLES Exaples are ainly intended for the students to get started quickly with the basic concepts, prograing language, and hex/binary conventions. The

More information

Effect of Replica Placement on the Reliability of Large-Scale Data Storage Systems

Effect of Replica Placement on the Reliability of Large-Scale Data Storage Systems Effect of Replica Placement on the Reliaility of Large-Scale Data Storage Systems Vinodh Venkatesan, Ilias Iliadis, Xiao-Yu Hu, Roert Haas IBM Research - Zurich {ven, ili, xhu, rha}@zurich.im.com Christina

More information

Real Time Displacement Measurement of an image in a 2D Plane

Real Time Displacement Measurement of an image in a 2D Plane International Journal of Scientific Research Engineering & Technology (IJSRET), ISSN 2278 0882 Volue 5, Issue 3, March 2016 176 Real Tie Displaceent Measureent of an iage in a 2D Plane Abstract Prashant

More information

Interactive Fuzzy Modeling by Evolutionary Multiobjective Optimization with User Preference

Interactive Fuzzy Modeling by Evolutionary Multiobjective Optimization with User Preference Interactive Fuzzy Modeling by Evolutionary Multiobjective Otiization with User Preference Yusue ojia, Hisao Ishibuchi Deartent of Couter Science and Intelligent Systes, Osaa Prefecture University - Gauen-cho,

More information

An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering

An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering An Enseble of Adative euro-fuzzy Kohonen etworks for Online Data Strea Fuzzy Clustering Zhengbing Hu School of Educational Inforation Technology Central China oral University Wuhan China Eail: hzb@ail.ccnu.edu.cn

More information

IQ246 Controller. Data Sheet IQ246 CONTROLLER. Description. Features. Physical

IQ246 Controller. Data Sheet IQ246 CONTROLLER. Description. Features. Physical IQ26 Controller IQ26 CONTROLLER Description Features The IQ26 controller is designed to provide a sall footprint with relatively high capacity of inputs and ouputs and can be used for the control of all

More information

MATHEMATICAL MODELING OF COMPLEX MULTI-COMPONENT MOVEMENTS AND OPTICAL METHOD OF MEASUREMENT

MATHEMATICAL MODELING OF COMPLEX MULTI-COMPONENT MOVEMENTS AND OPTICAL METHOD OF MEASUREMENT MATHEMATICAL MODELING OF COMPLE MULTI-COMPONENT MOVEMENTS AND OPTICAL METHOD OF MEASUREMENT V.N. Nesterov JSC Samara Electromechanical Plant, Samara, Russia Abstract. The rovisions of the concet of a multi-comonent

More information

General-Purpose AC Servo MELSERVO-J2-Super AC Servo Amplifier with Built-in Program Operation Functions

General-Purpose AC Servo MELSERVO-J2-Super AC Servo Amplifier with Built-in Program Operation Functions General-Purpose Servo MLSRVO-J-Super Servo plifier with uilt-in Progra Operation Functions MR-JS-L Type Unveiled!! The new MR-JS-L now offers built in otion prograing to coplient the advanced features

More information

Optimal time-delay spiking deconvolution and its application in the physical model measurement

Optimal time-delay spiking deconvolution and its application in the physical model measurement Optimal time-delay spiking deconvolution and its application in the physical model measurement Zhengsheng Yao, Gary F. Margrave and Eric V. Gallant ABSRAC Spike deconvolution based on iener filter theory

More information

USER'S AND INSTALLATION MANUAL 400 SERIES CC-1023ENG-10

USER'S AND INSTALLATION MANUAL 400 SERIES CC-1023ENG-10 USER'S AND INSTALLATION MANUAL 400 SERIES 400 SERIES. Quick Reference Guide 5 3.3. Power Supply Unit 295/96/99, 204 34.. Master Unit 44A/A2.2. Control Unit 422A/A2.3. Control Unit 428A+4299.4. Control

More information

An energy-efficient random verification protocol for the detection of node clone attacks in wireless sensor networks

An energy-efficient random verification protocol for the detection of node clone attacks in wireless sensor networks Zhou et al. EURASIP Journal on Wireless Counications and Networking 2014, 2014:163 htt://jwcn.eurasijournals.co/content/2014/1/163 RESEARCH Oen Access An energy-efficient rando verification rotocol for

More information

(Please refer "CPU Support List" for more information.) (Please refer "Memory Support List" for more information.)

(Please refer CPU Support List for more information.) (Please refer Memory Support List for more information.) GA-Z170X-Gaing 7 Intel Z170 Chipset Intel Thunderbolt 3 Certified Motherboard Supports 6th Generation Intel Core Processor Dual Channel DDR4, 4 DIMMs Intel USB 3.1 ith USB Type-C - The World's Next Universal

More information

RTL Fast Convolution using the Mersenne Number Transform

RTL Fast Convolution using the Mersenne Number Transform RTL Fast Convolution using the Mersenne Number Transform Oscar N. Bria and Horacio A. Villagarcía o.bria@ieee.org CeTAD - - Argentina Abstract VHDL is a versatile high level language for the secification

More information

Incremental Static Analysis of 2D Flow by Inter-Colliding Point-Particles and Use of Incompressible Rhombic Element

Incremental Static Analysis of 2D Flow by Inter-Colliding Point-Particles and Use of Incompressible Rhombic Element Oen Journal of Civil Engineering, 2016, 6, 397-409 Pulished Online June 2016 in SciRes. htt://www.scir.org/journal/ojce htt://d.doi.org/10.4236/ojce.2016.63034 Incremental Static Analsis of 2D Flow Inter-Colliding

More information

Digital Design using HDLs EE 4755 Final Examination

Digital Design using HDLs EE 4755 Final Examination Name Digital Design using HDLs EE 4755 Final Examination Thursday, 8 December 26 2:3-4:3 CST Alias Problem Problem 2 Problem 3 Problem 4 Problem 5 Problem 6 Exam Total (3 pts) (2 pts) (5 pts) (5 pts) (

More information

This document is downloaded from DR-NTU, Nanyang Technological University Library, Singapore.

This document is downloaded from DR-NTU, Nanyang Technological University Library, Singapore. This document is downloaded from DR-NTU, Nanyang Technological University Library, Singaore. Title Automatic Robot Taing: Auto-Path Planning and Maniulation Author(s) Citation Yuan, Qilong; Lembono, Teguh

More information

Vulnerability assessment of a large sized power system considering a new index based on power system loss

Vulnerability assessment of a large sized power system considering a new index based on power system loss University of Wollongong Research Online Faculty of Inforatics - Papers (Archive) Faculty of Engineering and Inforation ciences 007 Vulnerability assessent of a large sized poer syste considering a ne

More information

A NN Image Classification Method Driven by the Mixed Fitness Function

A NN Image Classification Method Driven by the Mixed Fitness Function Comuter and Information Science November, 2009 A NN Image Classification Method Driven by the Mixed Fitness Function Shan Gai, Peng Liu, Jiafeng Liu & Xianglong Tang School of Comuter Science and Technology,

More information

Improved Gaussian Mixture Probability Hypothesis Density for Tracking Closely Spaced Targets

Improved Gaussian Mixture Probability Hypothesis Density for Tracking Closely Spaced Targets INTL JOURNAL OF ELECTRONICS AND TELECOMMUNICATIONS, 7, VOL., NO., PP. 7-5 Manuscrit received October 7, 5; revised June, 7. DOI:.55/eletel-7- Imroved Gaussian Mixture Probability Hyothesis Density for

More information

Aerodynamic Parameter Measurement Using the Wind Driven Manipulator: Inverse Force Measurement on Wings

Aerodynamic Parameter Measurement Using the Wind Driven Manipulator: Inverse Force Measurement on Wings AIAA Paper 97-222, Applied Aerodynaics Conference, June 1997 Aerodynaic Paraeter Measureent Using the Wind Driven Manipulator: Inverse Force Measureent on Wings Richard G. Aes, N.M. Koerath, J.C. Magill

More information

AUTOMATIC GENERATION OF HIGH THROUGHPUT ENERGY EFFICIENT STREAMING ARCHITECTURES FOR ARBITRARY FIXED PERMUTATIONS. Ren Chen and Viktor K.

AUTOMATIC GENERATION OF HIGH THROUGHPUT ENERGY EFFICIENT STREAMING ARCHITECTURES FOR ARBITRARY FIXED PERMUTATIONS. Ren Chen and Viktor K. inuts er clock cycle Streaming ermutation oututs er clock cycle AUTOMATIC GENERATION OF HIGH THROUGHPUT ENERGY EFFICIENT STREAMING ARCHITECTURES FOR ARBITRARY FIXED PERMUTATIONS Ren Chen and Viktor K.

More information

Issues in the Blending of Curves for the Manufacture of Sculptured Surfaces

Issues in the Blending of Curves for the Manufacture of Sculptured Surfaces Fourth LACCEI International Latin American and Caribbean Conference for Engineering and Technology (LACCET 26) Breaking Frontiers and Barriers in Engineering: Education, Research and Practice 2-23 June

More information

1 Extended Boolean Model

1 Extended Boolean Model 1 EXTENDED BOOLEAN MODEL It has been well-known that the Boolean odel is too inflexible, requiring skilful use of Boolean operators to obtain good results. On the other hand, the vector space odel is flexible

More information

Swinburne Research Bank

Swinburne Research Bank Powered by TCPDF (www.tcdf.org) Swinburne Research Bank htt://researchbank.swinburne.edu.au Author: Isla, Md. Saiful; Liu, Chengfei; Rahayu, Wenny; Anwar, Tariue Title: Q lus Tree: An efficient Quad Tree

More information

No connect to WiFi-104 controller. Scene 2 Zone 32:AA:3C:7E:B4:DD Connect to TP-LINK1. WiFi-104 as a router interface MATCH

No connect to WiFi-104 controller. Scene 2 Zone 32:AA:3C:7E:B4:DD Connect to TP-LINK1. WiFi-104 as a router interface MATCH ifi- ifi Lighting Control Syste eote Control orking Voltage: ransitting Frequency: Diensions: eight (.): Software echnology Paraeters Operation Platfor: Screen esolution: ifi Function: yte: Language: Category:

More information

FPGA architectures. Chapter Prototyping Environment

FPGA architectures. Chapter Prototyping Environment Chapter 6 FPGA architectures In this chapter e present several architectures and complete designs hich are all based on the developed partitioned approach for avelet-based image compression for programmable

More information

Outline. M/M/m Queue. Analysis of M/M/m Queue. EEC 686/785 Modeling & Performance Evaluation of Computer Systems. Lecture 23

Outline. M/M/m Queue. Analysis of M/M/m Queue. EEC 686/785 Modeling & Performance Evaluation of Computer Systems. Lecture 23 EEC 686/785 odelig & Perforace Evaluatio of Couter Systes Lecture Deartet of Electrical ad Couter Egieerig Clevelad State Uiversity webig@ieee.org (based o Dr. Raj Jai s lecture otes Outlie Review of lecture

More information

Markov Analysis for Optimum Caching as an Alternative to Belady s Algorithm

Markov Analysis for Optimum Caching as an Alternative to Belady s Algorithm arov Analysis for Otiu Caching as an Alternative to Belady s Algorith, Deutsche Teleo, Darstadt, Gerany gerhard.hasslinger@teleo.de Analytic Results on LRU, LFU, Otiu Caching Belady s Princile for Otiu

More information

A Practical Neuro-fuzzy Mapping and Control for a 2 DOF Robotic Arm System

A Practical Neuro-fuzzy Mapping and Control for a 2 DOF Robotic Arm System Int. J. Co. Dig. Sys., No. 3, 9- (3) 9 International Journal of Couting an Digital Systes htt://x.oi.org/.785/ijcs/3 A Practical Neuro-fuzzy Maing an Control for a DOF Robotic Ar Syste Ebrahi Mattar Det.

More information

User Manual CS-1732 CS

User Manual CS-1732 CS User Manual CS-1732 CS-1734 NOTE: This equipment has been tested and found to comply ith the limits for a Class B digital device pursuant to Subpart J of Part 15 of the FCC Rules. These limits are designed

More information

cm3520 cm3525 Security Function

cm3520 cm3525 Security Function wwwiagisticsco c3520 c3525 Security Function Contents Contents 1 Security 11 Introduction 1-2 12 Tradearks and Registered Tradearks 1-2 13 Copliance with the ISO15408 Standard 1-2 14 Operating Precautions1-2

More information

521493S Computer Graphics Exercise 3 (Chapters 6-8)

521493S Computer Graphics Exercise 3 (Chapters 6-8) 521493S Comuter Grahics Exercise 3 (Chaters 6-8) 1 Most grahics systems and APIs use the simle lighting and reflection models that we introduced for olygon rendering Describe the ways in which each of

More information

Space-efficient Region Filling in Raster Graphics

Space-efficient Region Filling in Raster Graphics "The Visual Comuter: An International Journal of Comuter Grahics" (submitted July 13, 1992; revised December 7, 1992; acceted in Aril 16, 1993) Sace-efficient Region Filling in Raster Grahics Dominik Henrich

More information

Research on the Classification and Selection of Archive Texts with the Improved C4.5 Algorithm

Research on the Classification and Selection of Archive Texts with the Improved C4.5 Algorithm INTERNATIONAL JOURNAL OF IRUITS, SYSTEMS AND SIGNAL PROESSING Volue 2, 208 Research on the lassification and Selection of Archive Texts with the Iproved 4.5 Algorith Xianbin Lv Abstract In the age of inforation

More information

Source Coding and express these numbers in a binary system using M log

Source Coding and express these numbers in a binary system using M log Source Coding 30.1 Source Coding Introduction We have studied how to transmit digital bits over a radio channel. We also saw ways that we could code those bits to achieve error correction. Bandwidth is

More information

The optimisation of shot peen forming processes

The optimisation of shot peen forming processes The optimisation of shot peen forming processes T. Wang a, M.J. Platts b, J. Wu c a School of Engineering and Design, Brunel University, Uxbridge UB8 3PH, U. b Department of Engineering, University of

More information

Defining and Surveying Wireless Link Virtualization and Wireless Network Virtualization

Defining and Surveying Wireless Link Virtualization and Wireless Network Virtualization 1 Defining and Surveying Wireless Link Virtualization and Wireless Network Virtualization Jonathan van de Belt, Haed Ahadi, and Linda E. Doyle The Centre for Future Networks and Counications - CONNECT,

More information

International Conference on Information Sciences, Machinery, Materials and Energy (ICISMME 2015)

International Conference on Information Sciences, Machinery, Materials and Energy (ICISMME 2015) International Conference on Information Sciences, Machinery, Materials and Energy (ICISMME 2015) Study on Obtaining High-precision Velocity Parameters of Visual Autonomous Navigation Method Considering

More information

Universal Turing Machine Chomsky Hierarchy Decidability Reducibility Uncomputable Functions Rice s Theorem Decidability Continued

Universal Turing Machine Chomsky Hierarchy Decidability Reducibility Uncomputable Functions Rice s Theorem Decidability Continued CD5080 AUBER odels of Computation, anguages and Automata ecture 14 älardalen University Content Universal Turing achine Chomsky Hierarchy Decidability Reducibility Uncomputable Functions Rice s Decidability

More information

Moon on one side, Sun on the other

Moon on one side, Sun on the other Moon on one side, Sun on the other or har and interactive music system 2006 Roert Roe rogram Note (2006) as comosed or Soia Asunción Claro, ho gave the remiere at the 200 International Comuter Music Conerence

More information

Industrial Data Communications - Fundamentals

Industrial Data Communications - Fundamentals Industrial Data Communications - Fundamentals Tutorial 1 This tutorial on the fundamentals of communications is broken don into the folloing sections: Communication Modes Synchronous versus Asynchronous

More information

CLUSTER ANALYSIS AND NEURAL NETWORK

CLUSTER ANALYSIS AND NEURAL NETWORK LUSTER ANALYSIS AND NEURAL NETWORK P.Dostál,P.Pokorný Deartment of Informatics, Faculty of Business and Management, Brno University of Technology Institute of Mathematics, Faculty of Mechanical Engineering,

More information

Vision Based Mobile Robot Navigation System

Vision Based Mobile Robot Navigation System International Journal of Control Science and Engineering 2012, 2(4): 83-87 DOI: 10.5923/j.control.20120204.05 Vision Based Mobile Robot Navigation Syste M. Saifizi *, D. Hazry, Rudzuan M.Nor School of

More information

Development and self-calibration of a robotic visual inspecting system

Development and self-calibration of a robotic visual inspecting system nd International Conference on Machinery, Electronics and Control Siulation (MECS 7) Developent and self-calibration of a robotic visual inspecting syste Chengyi Yu, a, Xiaobo Chen,b and Juntong Xi3,c

More information

A Parallel Algorithm for Constructing Obstacle-Avoiding Rectilinear Steiner Minimal Trees on Multi-Core Systems

A Parallel Algorithm for Constructing Obstacle-Avoiding Rectilinear Steiner Minimal Trees on Multi-Core Systems A Parallel Algorithm for Constructing Obstacle-Avoiding Rectilinear Steiner Minimal Trees on Multi-Core Systems Cheng-Yuan Chang and I-Lun Tseng Deartment of Comuter Science and Engineering Yuan Ze University,

More information

A New and Efficient Algorithm-Based Fault Tolerance Scheme for A Million Way Parallelism

A New and Efficient Algorithm-Based Fault Tolerance Scheme for A Million Way Parallelism A New and Efficient Algorithm-Based Fault Tolerance Scheme for A Million Way Parallelism Erlin Yao, Mingyu Chen, Rui Wang, Wenli Zhang, Guangming Tan Key Laboratory of Comuter System and Architecture Institute

More information

Workshops. Introduction. Project 1: Creating a Master Page. Getting and Using the Project Files. Skills and Tools: Master pages.

Workshops. Introduction. Project 1: Creating a Master Page. Getting and Using the Project Files. Skills and Tools: Master pages. Workshops Introduction The Workshop is all about being creative and thinking outside of the box. These orkshops ill help your right-brain soar, hile making your left-brain happy; by explaining hy things

More information

REAL-TIME 3D GRAPHICS STREAMING USING MPEG-4

REAL-TIME 3D GRAPHICS STREAMING USING MPEG-4 REAL-TIME 3D GRAPHICS STREAMING USING MPEG-4 Liang Cheng, Anusheel Bhushan, Renato Pajarola, and Magda El Zarki School of Information and Computer Science University of California, Irvine, CA 92697 {lcheng61,

More information

Function Point Estimation and Demonstration on Website Projects

Function Point Estimation and Demonstration on Website Projects www.ccsenet.org/cis Comuter and Information Science Vol. 5, No. 3; May 1 Function Point Estimation and Demonstration on Website Projects Feng Jingchun 1, Zhang Fujie 1, Zhu Dandan 1 & Zhang Fei 1 1 Institute

More information

Informats. SAS Informats under OpenVMS. Reading Binary Data CHAPTER 15

Informats. SAS Informats under OpenVMS. Reading Binary Data CHAPTER 15 321 CHAPTER 15 Informats SAS Informats under OpenVMS 321 Reading Binary Data 321 SAS Informats under OpenVMS A SAS informat is an instruction or template that the SAS System uses to read data values into

More information

COLOR HISTOGRAM AND DISCRETE COSINE TRANSFORM FOR COLOR IMAGE RETRIEVAL

COLOR HISTOGRAM AND DISCRETE COSINE TRANSFORM FOR COLOR IMAGE RETRIEVAL COLOR HISTOGRAM AND DISCRETE COSINE TRANSFORM FOR COLOR IMAGE RETRIEVAL 1 Te-Wei Chiang ( 蔣德威 ), 2 Tienwei Tsai ( 蔡殿偉 ), 3 Jeng-Ping Lin ( 林正平 ) 1 Dept. of Accounting Inforation Systes, Chilee Institute

More information