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

Size: px
Start display at page:

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

Transcription

1 The 009 IEEE/RS International Conferene on Intelligent Robots and Systems Otober -5, 009 St. Louis, USA Mehanism and Control of a 4D Roboti Platform for Omnidiretional heelhairs Masayoshi ada, Member, IEEE Abstrat This paper presents mehanism and ontrol of a Four-heel-Drie (4D) roboti platform for wheelhairs. The 4D mehanism equips four wheels, two omni-wheels in front and two normal tires in rear. The normal wheel and the omni-wheel, mounted on the same side of the base, are interonneted by a synhro-drie transmission to rotate in unison with a drie motor. To ontrol hair orientation on the 4D platform, the third motor is installed on the platform. The hair with the proposed omnidiretional 4D system is apable of moing in any diretion whih is so-alled holonomi and omnidiretional mobility. The holonomi omnidiretional mobile apability enables a person to drie a mobile system with no knowledge about the drie mehanism or its onfiguration sine it an moe in any diretion and rotate from any onfiguration of the mehanism. This paper presents the mehanism and ontrol of 4D platform to whih powered-aster omnidiretional ontrol is applied. The rotations of two pairs of wheel and ertial axis of a hair are ontrolled in suh a way that it performs as a powered twin-aster to realize holonomi motions. The prototype wheelhair is designed and built to erify the mehanism design and ontrol method. The smooth and flexible onidiretional motions are presented by the experioments. T I. INTRODUCTION HE mobile systems realizing holonomi omnidiretional motion is one of the important researh area in mobile robots. It proide flexibility and high maneuerability to motion planners or human driers. In some pratial appliations, aurate positioning or ertain tration fores on irregular terrains are required for mobile mehanisms. On the other hand, the holonomi and omnidiretional mobile apability is also ery onenient for human driers sine they do not hae to understand drie mehanisms and its onfiguration at all. A human only ommands the diretion and eloity of motion he/her wants to perform sine a holonomi and omnidiretional mehanism an start to moe in any diretion withy any onfiguration of the mehanism suh as diretions of wheels. This harateristis is ary suitable for wheelhairs and personal mobiles whih is used for daily life for maneuering rowded area at home. In this paper, a new type of omnidiretional system is Manusript reeied Marh, 009. This projet was supported by the Industrial Tehnology Researh Grant Program in 006 from the New Energy and Industrial Tehnology Deelopment Organization (NEDO), apan, researh ID 05A0675a. Masayoshi ada is with the Department of Human-Robotis, Saitama Institute of Tehnology, Fukaya, Saitama APAN (phone: ; fax: ; mwada@ ieee.org). proposed. Design of 4D platform and its omnidiretional ontrol, powered-aster ontrol, is presented. The experiment using prototype wheelhair erifies the proposed omnidiretional system. II. CONVENTIONAL MOBILE MECHANISMS FOR HEELCHAIRS Standard wheelhairs annot moe sideways. It needs a omplex series of moements resembling parallel automobile parking when a wheelhair user wants to moe sideways. Omnidiretional dries used on eletri wheelhairs were deeloped to enhane standard wheelhair maneuerability by enabling them to moe sideways without hanging the hair orientation. In Fig., an omnidiretional wheelhair with Mehanum wheels [] uses barrel-shaped rollers on the large wheel's rim inlining the diretion of passie rolling 45 degrees from the main wheel shaft and enabling the wheel to slide in the diretion of rolling. The standard four-mehanum-wheel onfiguration assumes a ar-like layout. The inlination of rollers on the Mehanum wheel auses the ontat point to ary relatie to the main wheel, resulting in energy loss due to onflitions in motion among the four wheels. Beause four-point ontat is essential, a suspension mehanism is definitely needed to ensure 3-degrees-of-freedom (3DOF) moement. Fig. shows an omnidiretinal wheelhair with a ball wheel mehanism deeloped at MIT []. Eah ball wheel is drien by an indiidual motor whih proides atie tration fore in a speifi diretion while perpendiular to the atie diretion. ith this drie system, the point of ontat of a wheel is stable relatie to the wheelhair body and smooth motion is realized. Fig. Omnidiretional wheelhair, Fujian [] Fig. Ball wheel omnidiretional wheelhair, MIT [] /09/$ IEEE 4855

2 The other omnidiretional mehanism is VUTON rawler[3] whih onsists of many ylindrial free rollers. Sine VUTON mehanism allows the multiple rollers to touh the ground simultaneously, heay load an be applied on the platform. All of the aboe omnidiretional systems need one motor to drie one wheel mehanism therefore four motors are needed to drie a four-wheeled wheelhair, while a wheelhair has three degrees of freedoms (DOF) on the floor. Therefore, it inoles DOF redundany in atuation whih auses onflitions in motion among the four wheels. The inerse kinematis of two-wheeled mobile robot is represented as (). x& a y& a = 0 x& b y& b osφ x& sinφ y& osφ & φ sinφ () III. POERED-CASTER OMNIDIRECTIONAL CONTROL e apply powered-aster ontrol to 4D mehanism to gie an omnidiretional mobile apability to a wheelhair. In this setion, The powered-aster omnidiretional ontrol for the original single type onfiguration[4] is mentioned. A. Powered-aster Mehanism Fig.3 shows a top iew of a powered-aster. The original design of the powered-aster is a single wheel type in whih normal wheel is off-entered from steering shaft. The wheel shaft and the steering shaft of the powered-aster is drien by independent motors. hen only the wheel shaft is rotated by the motor, the aster moes in forward diretion whih is denoted as x& w in Fig.3. hen only the steering shaft is rotated by the motor, the mehanism rotates about the point of ontat whih is also shown in the figure. By this rotational motion, the loation of the steering shaft is hanged whih eloity is y& w direting tangential diretion of the irle whih enter is at the point of ontat and the radius is s, aster-offset. These eloity etors are independently ontrolled and direting right angle for eah other. Therefore, to generate a eloity V in the diretion θ at the enter of the steering shaft, the wheel and the steering shaft rotations, ω w and ω s, are deried by the following kinematis. ω w / r 0 x& w = () ωs 0 / s y& w where x& w = V osθ, y& w = V sinθ. These omponents are determined by a funtion of θ, the orientation of the aster mehanism. B. Omnidiretional Mobile Robot with Powered-asters Fig.4 shows a shemati oeriew of an omnidiretional mobile robot with two powered-asters. The robot with a pair of powered-asters is ontrolled by four eletri motors whih inoles one redundant DOF in atuation. For this lass of omnidiretional robots, the powered-aster proides an atie tration fore in an arbitrary diretion for propelling the robot. To oordinate the multiple powered-asters, motors on a powered-aster are ontrolled based on the eloity based robot model. Fig.3 : Veloity ontrol of a powered-aster Fig.4 : A two-wheeled omnidiretional robot IV. 4D OMNIDIRECTIONAL MOBILE SYSTEM A. Four-heel-Drie Mehanism A 4D drie system was inented in 989 [5] for enhaning the tration and step limbing apability of the differential drie systems whih shemati is illustrated in Fig.5. This 4D mehanism has reently applied to a produt design by a apanese ompany [6]. The wheelhair equips four wheels, two omni-wheels in front and two normal tires in rear. A normal wheel and an omni-wheel, mounted on the same side of the hair, are interonneted by a hain or a belt transmission to rotate in unison with a drie motor. A ommon motor is installed to drie normal and omni wheel pair ia synhro-drie transmission on eah side of the mehanism. Then two motors proide deferent eloity on eah side with presents differential drie motion of 4D mehanism. Thus all four wheels on 4D an proide tration fores. Sine the enter of rotation shifts bakward, when it turns about a stedy point on the floor, it requires large spae when the wheelhair is ontrolled in a differential drie 4856

3 manner. The offset distane between drie wheels and a enter of a hair makes the maneuerability of the wheelhair worse. Normal wheel heel motor 4D and the three motor angular eloities of the drie wheels and the hair rotation axis. First, we onsider the fundamental motions of a twin-aster drie (TCD). Figure 9a shows the translational motion of the ehile in whih two wheels rotate in same angular eloity to trael in same diretion. In this ase, TCD traels also straight forward, therefore TCD eloity and its rotation are represented as follows. Omni-wheel Synhro-drie transmission Fig.5. Original 4D synhronized transmission B. Omnidiretional Control of 4D In our projet, it is a goal to deelop an omnidiretional wheelhair with high mobility and maneuerability in a single design whih an be used in multiple enironments inluding outdoor and indoor. For omnidiretional motion with a 4D mehanism, a new type of omnidiretional system is proposed. To enable a wheelhair to moe in any diretion instantaneously, omnidiretional ontrol method, alled "powered-aster ontrol" whih was introdued in preious setion, is extended and applied to the 4D mehanism[7]. Fig.6 shows a shemati of the 4D omnidiretional wheelhair. The wheelhair has two omniwheels in front and standard pneumati tires in rear whih form 4D onfiguration. A pair of an omniwheel and a pneumati tire mounted on the same side of the wheelhair are onneted by belt transmission for rotating unison and drien by a ommon motor whih onfiguration is ompletely idential to the original 4D system shown in Fig.5. In our design, an additional third motor is mounted on the onentional 4D platform for rotating a hair about the ertial axis whih is also illustrated in Fig.4. Those three motors inluding two wheel motors and the third motor enable the wheelhair to realize independent 3DOF omnidiretional motion by a oordinated motion ontrol[8],[9]. To ahiee oordinated ontrol for omnidiretional motion of a hair, the powered-aster omnidiretional ontrol for twin-aster onfiguration has been applied to the 4D system. Fig.7 illustrates a shemati top iew of a 4D mehanism. In Fig.7, it is found that rear two drie wheels and enter axis form a twin-aster onfiguration, i.e. parallel two wheels are loated on the off-entered position whih midpoint is distant from ertial steering axis, whih is emphasized by thik lines in the Fig.7 and a ehile with a twin aster drie mehanism is shown in Fig.8. The powered-aster omnidiretional ontrol enables the aster mehanism to emulate the aster motion by atuating wheel and steering axes. The powered-aster based oordinate ontrol of three motors needs a kinemati model of the 4D. The kinemati model represents the relationships between the motion of the Fig.6. A 4D omnidiretional wheelhair x& = ( + ) = R L (3) & φ = ( ) = 0 R L Figure 9b shows another motion in whih two wheels are rotated at same angular eloities but in opposite diretions resulting in spin of TCD about the midpoint of two wheels. This motion proides only rotation but no translation eloity whih is represented as, x& = & φ = ( + ) R ( ) R L L = 0 = Fig.7 Omnidiretional ehile with 4D mehanism Fig.8 Omnidiretional ehile with a twin-aster (4) 4857

4 (a) Motion in X-diretion (b) Motion in Y-diretion Fig. 9 Omnidiretional ontrol for twin-aster drie (TCD) Now we fous on the motion of the steering enter whose loation is idential to the rotation enter of a hair. hen TCD rotates about the midpoint of two wheels, the enter of the steering presents a irular motion whose enter is at the midpoint and the radius equals the aster offset, s. At eah moment, eloity at the enter is direting tangential diretion of the irle whih direts the lateral diretion of TCD at all times. The lateral eloity denoted by y& in Fig. b is represented by, s s y& s ( ) = & φ = R L =. (5) The translation eloities x& and y& are direted at right angles to eah other. Note here, the rotation of TCD is not independently ontrolled sine the rotation & φ is determined by reating the lateral eloity y& to satisfy Eq (5). From Eqs. (3)-(5), the relationships between the ehile translation eloity and wheel eloities are deried as, x& / = y& s / / s / Thus, translation eloities along the X- and Y-diretions are ompletely determined and independently ontrolled by wheel eloities. To generate the required eloity etor that direts in an arbitrary diretion with arbitrary magnitude, the referene etor is projeted in X- and Y-diretions of ehile oordinate system (Fig.7 or 8). The eloity omponent in eah diretion, x& or y&, an be independently ahieed by using kinematis of TCD in Eq. (6). Fig. 0 Projetion of a ommand eloity into ehile oordinate axes depending on the TCD orientation. hen the referene eloity is steady to the ground, the eloity omponents in X- and Y-diretions ary depending on the TCD orientation relatie to the ground. Therefore, R L (6) wheel eloities also ary whih results in straight motion of the TCD enter (see Fig. 0). TCD shows spontaneous flipping behaior during the motion, whih is often found in passie asters installed on legs of hairs and tables, et. It is said the powered-aster ontrol emulates aster motion by atiely atuating the wheel axis. Translation in arbitrary diretion is ahieed by TCD as presented aboe. Howeer, orientation of TCD an not be ontrolled independently. To ontrol 3DOF motion of a hair, the hair rotation axis must be also oordinated. The eloity ommand is gien based on the hair orientation sine a joystik is fixed on the hair. Then the ommand eloity is translated into TCD oordinate by the relatie orientation of the hair to the ehile, θ. as x& = x& osθ y& sinθ y& = x& sinθ + y& osθ & θ = & θ + ω s From Eqs. (6) and (7), an oerall kinemati model of the omnidiretional 4D wheelhair is represented as follows. where, x& 0 ω R y& = 0 ω L & θ r / r / ω S r osθ rs sinθ = r osθ rs sinθ = + r sinθ rs osθ = + r sinθ rs osθ = here r, and s are the wheel radius, tread and aster-offset, respetiely. A 3x3 matrix in the right side of eq.(8), alled as aobian, is a funtion of orientation of the 4D unit with relatie to the hair base, θ. All elements in the aobian an always be alulated and a determinant of the aobian may not be zero for any θ. Therefore there is no singular point on the mehanism and an inerse aobian always exits. The three motors are ontrolled to realize a 3DOF angular eloity ommands x&, y& and & θ by independent speed ontrollers for omnidiretional moements. Thus, holonomi 3DOF motion an be realized by the proposed mehanism. Fig. shows a one of the simulation results in whih an omnidiretional ontrol of the twin-aster mehanism are tested. In the simulation, twin-aster mehanism is ontrolled to trak a straight line with a enter of a mehanism loating on the line at all times. During the motion, the orientation of (7) (8) (9) 4858

5 the mehanism is rapidly flipped oer and orient to the diretion of motion. This flip motion is often seen on passie asters whih installed on the legs of offie hairs and tables. Thus the powered-aster ontrol ahiees the emulation of aster motions by oordinated ontrol of multiple atuators. ** heelhair Speifiations** Dimension idth 600mm Length 700mm Height 450mm eight Total 80kg(human+wheelhair) heelhair 00kg (inluding batteries) Speed 6km/h Surmountable step 00mm in height Fig.: Omnidiretional ontrol for twin-aster mehanism This lass of omnidiretional mobility, so alled holonomi mobility, is ery effetie to realize the high maneuerability of wheelhairs by an easy and simple operation. Chair Steering motor 3D joystik Right wheel motor V. PROTOTYPE DESIGN heelhair speifiations for prototype design are shown below. The wheelbase and tread of the 4D mehanism are 400mm and 535mm respetiely. Those dimensions are determined to satisfy the limitation of the standard wheelhair speifiation for the dimension, 600mm in width and 700mm in length as shown in the spe. The required step height whih an be surmounted by the wheelhair is approx. 00mm for aessing to a train ar from a station platform with no assistane. The maximum running speed for ontinuous drie is 6km/h whih is same as onentional standard wheelhairs in apan. Fig. illustrates a 3D drawing of a prototype designed by 3D CAD. Fig.3 shows an oeriew of the prototype wheelhair. Left wheel motor Fig.. Prototype bottom iew by 3D CAD Fig.3. 4D omnidiretional wheelhair prototype Fig.4 System onfiguration of the prototype wheelhair 4859

6 VI. EXPERIMENTS A. Omnidiretional motion To erify the omnidiretional mobility of the proposed system, lateral motion was presented by the prototype wheelhair while keeping the hair orientation onstant. A small ball was attahed to the hair to indiate the enter of the steering axis. A stereo amera system (Quik Mag IV from OKK In, apan) detets the ball loation in 3D oordinates. The prototype was ontrolled by a remote PC ia a LAN onnetion. Thus, a omplete linear trajetory in lateral diretion was ommanded to the prototype. Figure 5 shows a hair motion deteted by the stereo amera system. An atual and a referene path are plotted in the figure whih losely agree. Figure 6 shows traking errors between the atual and the referene. The error was suppressed to within ± 5 mm despite the flipping behaior that ourred. The amera system also proided real-time ideo images with oer-writing retangle window(s) and the path of the target(s) (in this experiment, a small ball). Figure 7(a)-(j) shows a series of ideo images. The prototype wheelhair moed from the right side of the piture frame to the left. The final piture, Fig. 7(j) shows a straight path whih was reated by the wheelhair moement. During the motion, the 4D presented a flipping behaior, Fig. 7(d), (e) and (f), whih is also shown in a omputer simulation in Fig.. B. Variable enter of rotation The proposed system realizes holonomi and omnidiretional motion of a hair by the oordinated ontrol of three motors. The holonomi mobile apability makes it possible to hange the loation of a enter of rotation at any point to fit to ustomer requests. In a normal setup, a hair rotates about its enter when the operator ommands a spin turn by twisting the joystik. Howeer, the loation of the enter is ariable in the ontrol program to any point inluding the out-of-footprint area of the wheelhair. Howeer, usual requests may be to shift it to the bak side to simulate a rear drie wheelhair, or to shift to the front side to simulate a front drie wheelhair. To present the flexibility of the proposed system, two patterns of spin turn motion were performed. Figure 8(a) and (b) shows the final image of eah test run for whih the stereo amera system was used. The path of the wheelhair are remained in those apture images. In Fig. 8(a), the wheelhair rotated about the front position whih was loated approx. 500 mm forward of the enter of the hair. In Fig. 8(b), the enter was shifted also approx. 500 mm towards the rear. From these results, the enter of rotation an be ustomized to an indiidual. C. Task example The holonomi and omnidiretional mobile systems are easy to maneuer beause 3D ommand in X- and Y- diretions and rotation are diretory ommanded and an operator does not hae to onsider the wheel motions and its onfigurations. Error mm To demonstrate maneuerability, a task example was performed by the prototype. The task of getting out of a room by pulling the door open is a diffiult task for a wheelhair user. A task of pulling the door is relatiely more diffiult than pushing the door. This task example inludes sub tasks suh as: ) approahing to the door to grasp the door knob, ) moing bakward to pull the door open, 3) going through the door and getting out of the room, and 4) driing to another loation. Figure 9(a)-(j) shows sreen shots of the experiment. In this test, the prototype wheelhair was operated using a 3D joystik by a human operator who was sitting on the hair. Sine the wheelhair has high maneuerability, the task was suessfully ahieed with no ollision with the door or a wall. The operator did not see the 4D mehanism during the task, howeer, the 4D mehanism hanged its orientation widely when the operator moed sideways to aoid olliding with the door (Fig. 9(d)-(g)). Figure 0 shows the 3D ommands (X, Y and Rotation)to the wheelhair during the task of Fig.9 whih means 3D simultaneous motion was exeuted for omplete the door opening task. Those are found in sub tasks inluding, ) approahing the door and 4-) turning after exiting the room. Indiidual lateral translation is often used in subtask 3) exiting the room. Position Y mm heelhair Trajetory (Lateral motion) Position X mm Fig. 5 Referene and atual trajetories of the 4D wheelhair End Referene Path Traking Error (Lateral motion) Path length mm Fig. 6 Traking error on the experiment using 4D wheelhair VII. CONCLUSION Atual Path Start Mehanism and omnidiretional ontrol of a 4D mehanism for wheelhairs are presented in this paper. The omnidiretional wheelhair system is proposed for improing maneuerability of standard wheelhairs The 4D mehanism has high mobility whih equips four wheels, two 4860

7 omni-wheels in the front and two normal tires in the rear, and all wheels proide tration een with two motors to drie these wheels. To realize holonomi and omnidiretional motion of a hair by utilizing the 4D mehanism, the proposed system inludes the third motor to rotate the hair at the enter of the 4D mehanism about the ertial axis. For omnidiretional ontrol of the 4D mehanism, powered-aster ontrol has been applied. To ahiee a oordinated ontrol of three motors, kinematis of the 4D wheelhair was analyzed and a kinemati model was deried whih represents the relationships between 3DOF wheelhair motion and the rotations of three motors. In the powered-aster ontrol, two wheel motors are oordinated to translate the enter of the hair in an arbitrary diretion while the hair orientation is ontrolled by the third motor separately. The omnidiretional motion was erified by a series of experiments using a wheelhair prototype. First, omnidiretional mobility was tested in whih the wheelhair made a lateral motion without hanging its orientation. Next, one of a appliations of the holonomi mobility was performed in whih the enter of rotation was aried by a ontrol program to ustomize per user request for simulating the wheelhair drie types, suh as front drie, rear drie, or enter drie. To present the high maneuerability of the proposed omnidiretional mobile system, a task example was performed in whih an operator maneuered the wheelhair by 3D joystik to exit a room with pulling the door open. The task was suessfully ahieed with no ollision with the door or walls. During the task, it was found that the simultaneous 3DOF motions, lateral translation are often ommanded as well as the forward translation for pursuing the task. From these experiments, the omnidiretional and holonomi mobile apability are shown to be ery effetie and useful for maneuering in rowded areas and ahieing ompliated tasks. ACKNOLEDGMENT This projet was supported by the Industrial Tehnology Researh Grant Program in 006 from the New Energy and Industrial Tehnology Deelopment Organization (NEDO), apan, researh ID 05A0675a. REFERENCES [] All-diretion Power-drien Chair F-UEC-600, Fujian Fortune et Mehanial & Eletrial Tehnology Co., Ltd. [] M.ada and H. H. Asada,"Design and Control of a Variable Footprint Mehanism for Holonomi and Omnidiretional Vehiles and its Appliation to heelhairs," IEEE Trans on Robotis and Automation, Vol.5, No.6, pp , 999. [3] S.Hirose and S.Amano : The VUTON : High Payload High Effiieny Holonomi Omni-Diretional Vehile, 6th Int. Symp. on Robotis Researh, Otober, 993. [4] M.ada and S.Mori," Holonomi and Omnidiretional Vehile with Conentional Tires," Proeedings of the 996 IEEE International Conferene on Robotis and Automation (ICRA96), pp , 996. [5] efferey Farnam, Four-wheel Drie heel-hair with Compound heels, US patent 4,83,900, 989. [6] Patrafour Kanto Automobile Corp. [7] M.ada, A.Takagi and S.Mori, "Caster Drie Mehanisms for Holonomi and Omnidiretional Mobile Platforms with no Oer Constraint," Proeedings of the 000 IEEE International Conferene on Robotis and Automation (ICRA000), pp53-538, 000. [8] Masayoshi ada, Omnidiretional and Holonomi Mobile Platform with Four-heel-Drie Mehanism for heelhairs, SME ournal of Robotis and Mehatronis, Vol.9, No.3, pp64-7, 007. [9] Masayoshi ada," Holonomi and Omnidiretional heelhairs with synhronized 4D Mehanism," Proeedings of the 007 IEEE/RS International Conferene on Intelligent Robots and Systems (IROS007) pp.96-0, De 007. (a) (b) () (d) (e) (f) Fig. 7. An example of omnidiretional motion : the lateral motion of the wheelhair prototype; it moes in sideways from the right side to the left of the piture frames while maintaining the hair orientation to be stable. 486

8 (a): Spin turn about the front position Fig. 8 Variable enter of rotation (b): Spin turn about the bak position (a) (b) () (d) (e) (f) (g) (h) (i) (j) Fig.9: An example of tasks using a eletri wheelhair: Getting out of a room with pulling a door open. Veloity ommandsx, y and θ m/s, rad/s heelhair task of getting out of a room with pulling a door open Motion in Y-diretion Rotation Motion in X-diretion - 4-) High ) Approahing to a door ) Pulling a door 3) Going to exit 4-) Turning speed drie Time s Fig. 0 3DMotion of wheelhair presenting a door opening task for exiting a room 486

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

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

More information

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

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

More information

The Alpha Torque and Quantum Physics

The Alpha Torque and Quantum Physics The Alpha Torque and Quantum Physis Zhiliang Cao, Henry Cao williamao15000@yahoo.om, henry.gu.ao@gmail.om July 18, 010 Abstrat In the enter of the unierse, there isn t a super massie blak hole or any speifi

More information

Active Compliant Motion Control for Grinding Robot

Active Compliant Motion Control for Grinding Robot Proeedings of the 17th World Congress The International Federation of Automati Control Ative Compliant Motion Control for Grinding Robot Juyi Park*, Soo Ho Kim* and Sungkwun Kim** *Daewoo Shipbuilding

More information

Video Data and Sonar Data: Real World Data Fusion Example

Video Data and Sonar Data: Real World Data Fusion Example 14th International Conferene on Information Fusion Chiago, Illinois, USA, July 5-8, 2011 Video Data and Sonar Data: Real World Data Fusion Example David W. Krout Applied Physis Lab dkrout@apl.washington.edu

More information

Detection and Recognition of Non-Occluded Objects using Signature Map

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

More information

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

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

More information

Control of industrial robots. Control with vision sensors

Control of industrial robots. Control with vision sensors Control of indstrial robots Control with ision sensors Prof. Paolo Roo (paolo.roo@polimi.it) Politenio di Milano Dipartimento di Elettronia Informazione e Bioingegneria Visal measrements Artifiial ision

More information

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

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

More information

Dubins Path Planning of Multiple UAVs for Tracking Contaminant Cloud

Dubins Path Planning of Multiple UAVs for Tracking Contaminant Cloud Proeedings of the 17th World Congress The International Federation of Automati Control Dubins Path Planning of Multiple UAVs for Traking Contaminant Cloud S. Subhan, B.A. White, A. Tsourdos M. Shanmugavel,

More information

The Mathematics of Simple Ultrasonic 2-Dimensional Sensing

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

More information

The Implementation of RRTs for a Remote-Controlled Mobile Robot

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

More information

Humanoid Walking Control using the Capture Point

Humanoid Walking Control using the Capture Point Humanoid Walking Control using the Capture Point Christian Ott and Johannes Englsberger Institute of Robotis and Mehatronis German Aerospae Center (DLR e.v.) hristian.ott@dlr.de Joint torque sensing &

More information

Pre-Critical incidence

Pre-Critical incidence Seismi methods: Refration I Refration reading: Sharma p58-86 Pre-Critial inidene Refletion and refration Snell s Law: sin i sin R sin r P P P P P P where p is the ray parameter and is onstant along eah

More information

On - Line Path Delay Fault Testing of Omega MINs M. Bellos 1, E. Kalligeros 1, D. Nikolos 1,2 & H. T. Vergos 1,2

On - Line Path Delay Fault Testing of Omega MINs M. Bellos 1, E. Kalligeros 1, D. Nikolos 1,2 & H. T. Vergos 1,2 On - Line Path Delay Fault Testing of Omega MINs M. Bellos, E. Kalligeros, D. Nikolos,2 & H. T. Vergos,2 Dept. of Computer Engineering and Informatis 2 Computer Tehnology Institute University of Patras,

More information

Plot-to-track correlation in A-SMGCS using the target images from a Surface Movement Radar

Plot-to-track correlation in A-SMGCS using the target images from a Surface Movement Radar Plot-to-trak orrelation in A-SMGCS using the target images from a Surfae Movement Radar G. Golino Radar & ehnology Division AMS, Italy ggolino@amsjv.it Abstrat he main topi of this paper is the formulation

More information

Novel Differential Drive Steering System with Energy Saving and Normal Tire Using Spur Gear for an Omni-directional Mobile Robot

Novel Differential Drive Steering System with Energy Saving and Normal Tire Using Spur Gear for an Omni-directional Mobile Robot 2 IEEE International onference on Robotics and utomation nchorage onention istrict May 3-8, 2, nchorage, laska, US Noel ifferential rie Steering System ith Energy Saing and Normal ire Using Spur Gear for

More information

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

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

More information

特集 Road Border Recognition Using FIR Images and LIDAR Signal Processing

特集 Road Border Recognition Using FIR Images and LIDAR Signal Processing デンソーテクニカルレビュー Vol. 15 2010 特集 Road Border Reognition Using FIR Images and LIDAR Signal Proessing 高木聖和 バーゼル ファルディ Kiyokazu TAKAGI Basel Fardi ヘンドリック ヴァイゲル Hendrik Weigel ゲルド ヴァニーリック Gerd Wanielik This paper

More information

Torpedo Trajectory Visual Simulation Based on Nonlinear Backstepping Control

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

More information

CA Service Desk Manager 14.x Implementation Proven Professional Exam (CAT-181) Study Guide Version 1.3

CA Service Desk Manager 14.x Implementation Proven Professional Exam (CAT-181) Study Guide Version 1.3 Exam (CAT-181) Study Guide Version 1.3 PROPRIETARY AND CONFIDENTIAL INFORMATION 2017 CA. All rights reserved. CA onfidential & proprietary information. For CA, CA Partner and CA Customer use only. No unauthorized

More information

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

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

More information

C 2 C 3 C 1 M S. f e. e f (3,0) (0,1) (2,0) (-1,1) (1,0) (-1,0) (1,-1) (0,-1) (-2,0) (-3,0) (0,-2)

C 2 C 3 C 1 M S. f e. e f (3,0) (0,1) (2,0) (-1,1) (1,0) (-1,0) (1,-1) (0,-1) (-2,0) (-3,0) (0,-2) SPECIAL ISSUE OF IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION: MULTI-ROBOT SSTEMS, 00 Distributed reonfiguration of hexagonal metamorphi robots Jennifer E. Walter, Jennifer L. Welh, and Nany M. Amato Abstrat

More information

An Efficient Image Distortion Correction Method for an X-ray Digital Tomosynthesis System

An Efficient Image Distortion Correction Method for an X-ray Digital Tomosynthesis System An Effiient Image Distortion Corretion Metho for an X-ray Digital Tomosynthesis System J.Y. Kim Dept. of Mehatronis Engineering, Tongmyong University of Information Tehnology, 55 Yongang-ong, Nam-gu, Busan

More information

MATH STUDENT BOOK. 12th Grade Unit 6

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

More information

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

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

More information

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

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

More information

RAC 2 E: Novel Rendezvous Protocol for Asynchronous Cognitive Radios in Cooperative Environments

RAC 2 E: Novel Rendezvous Protocol for Asynchronous Cognitive Radios in Cooperative Environments 21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communiations 1 RAC 2 E: Novel Rendezvous Protool for Asynhronous Cognitive Radios in Cooperative Environments Valentina Pavlovska,

More information

CA Privileged Identity Manager r12.x (CA ControlMinder) Implementation Proven Professional Exam (CAT-480) Study Guide Version 1.5

CA Privileged Identity Manager r12.x (CA ControlMinder) Implementation Proven Professional Exam (CAT-480) Study Guide Version 1.5 Proven Professional Exam (CAT-480) Study Guide Version 1.5 PROPRIETARY AND CONFIDENTIAL INFORMATION 2016 CA. All rights reserved. CA onfidential & proprietary information. For CA, CA Partner and CA Customer

More information

CA Release Automation 5.x Implementation Proven Professional Exam (CAT-600) Study Guide Version 1.1

CA Release Automation 5.x Implementation Proven Professional Exam (CAT-600) Study Guide Version 1.1 Exam (CAT-600) Study Guide Version 1.1 PROPRIETARY AND CONFIDENTIAL INFORMATION 2016 CA. All rights reserved. CA onfidential & proprietary information. For CA, CA Partner and CA Customer use only. No unauthorized

More information

High-Precision Numerical Scheme for Vortical Flow

High-Precision Numerical Scheme for Vortical Flow Applied Mathematis, 013, 4, 17-5 http://dx.doi.org/10.436/am.013.410a1004 Published Online Otober 013 (http://www.sirp.org/journal/am) High-Preision Numerial Sheme for Vortial Flow Kei Ito 1*, Tomoaki

More information

CA Agile Requirements Designer 2.x Implementation Proven Professional Exam (CAT-720) Study Guide Version 1.0

CA Agile Requirements Designer 2.x Implementation Proven Professional Exam (CAT-720) Study Guide Version 1.0 Exam (CAT-720) Study Guide Version 1.0 PROPRIETARY AND CONFIDENTIAL INFORMATION 2017 CA. All rights reserved. CA onfidential & proprietary information. For CA, CA Partner and CA Customer use only. No unauthorized

More information

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

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

More information

1.Introduction. Masayoshi Wada ami Shunji Mori. Abstract /96 $ IEEE

1.Introduction. Masayoshi Wada ami Shunji Mori. Abstract /96 $ IEEE Proceedings of the 996 IEEE International Conference on Robotics and Automation Minneapolis, Minnesota - April 996 Holonomic and Omnidirectional Vehicle with Conventional Tires Masayoshi Wada ami Shunji

More information

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

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

More information

We P9 16 Eigenray Tracing in 3D Heterogeneous Media

We P9 16 Eigenray Tracing in 3D Heterogeneous Media We P9 Eigenray Traing in 3D Heterogeneous Media Z. Koren* (Emerson), I. Ravve (Emerson) Summary Conventional two-point ray traing in a general 3D heterogeneous medium is normally performed by a shooting

More information

Cracked Hole Finite Element Modeling

Cracked Hole Finite Element Modeling Craked Hole Finite Element Modeling (E-20-F72) Researh Report Submitted to: Lokheed Martin, Program Manager: Dr. Stephen P. Engelstad Prinipal Investigator: Dr. Rami M. Haj-Ali Shool of Civil and Environmental

More information

Colouring contact graphs of squares and rectilinear polygons de Berg, M.T.; Markovic, A.; Woeginger, G.

Colouring contact graphs of squares and rectilinear polygons de Berg, M.T.; Markovic, A.; Woeginger, G. Colouring ontat graphs of squares and retilinear polygons de Berg, M.T.; Markovi, A.; Woeginger, G. Published in: nd European Workshop on Computational Geometry (EuroCG 06), 0 Marh - April, Lugano, Switzerland

More information

An Event Display for ATLAS H8 Pixel Test Beam Data

An Event Display for ATLAS H8 Pixel Test Beam Data An Event Display for ATLAS H8 Pixel Test Beam Data George Gollin Centre de Physique des Partiules de Marseille and University of Illinois April 17, 1999 g-gollin@uiu.edu An event display program is now

More information

TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 1. Preserving Privacy in Distributed Systems

TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 1. Preserving Privacy in Distributed Systems TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS Presering Priay in Distributed Systems Yuriy Brun and Nenad Medidoi, Member, IEEE Computer Soiety Abstrat We present stile, a tehnique for distributing

More information

CA Test Data Manager 4.x Implementation Proven Professional Exam (CAT-681) Study Guide Version 1.0

CA Test Data Manager 4.x Implementation Proven Professional Exam (CAT-681) Study Guide Version 1.0 Implementation Proven Professional Study Guide Version 1.0 PROPRIETARY AND CONFIDENTIAL INFORMATION 2017 CA. All rights reserved. CA onfidential & proprietary information. For CA, CA Partner and CA Customer

More information

Drawing lines. Naïve line drawing algorithm. drawpixel(x, round(y)); double dy = y1 - y0; double dx = x1 - x0; double m = dy / dx; double y = y0;

Drawing lines. Naïve line drawing algorithm. drawpixel(x, round(y)); double dy = y1 - y0; double dx = x1 - x0; double m = dy / dx; double y = y0; Naïve line drawing algorithm // Connet to grid points(x0,y0) and // (x1,y1) by a line. void drawline(int x0, int y0, int x1, int y1) { int x; double dy = y1 - y0; double dx = x1 - x0; double m = dy / dx;

More information

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

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

More information

arxiv: v1 [cs.db] 13 Sep 2017

arxiv: v1 [cs.db] 13 Sep 2017 An effiient lustering algorithm from the measure of loal Gaussian distribution Yuan-Yen Tai (Dated: May 27, 2018) In this paper, I will introdue a fast and novel lustering algorithm based on Gaussian distribution

More information

Seismic Refraction Method: A Technique for Determining the Thickness of Stratified Substratum

Seismic Refraction Method: A Technique for Determining the Thickness of Stratified Substratum Amerian Journal of Applied Sienes 0 (8: 857-86, 0 ISSN: 546-99 0 O. Anomohanran, his open aess artile is distributed under a Creatie Commons Attribution (CC-BY.0 liense doi:0.844/ajassp.0.857.86 Published

More information

Quad copter Control Using Android Smartphone

Quad copter Control Using Android Smartphone International Journal of Researh (IJR) e-issn: 2348-6848, p- ISSN: 2348-795X Volume 3, Issue 05, Marh 2016 Available at http://internationaljournalofresearh.org Quad opter Control Using Android Smartphone

More information

Datum Transformations of NAV420 Reference Frames

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

More information

KINEMATIC ANALYSIS OF VARIOUS ROBOT CONFIGURATIONS

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

More information

Gray Codes for Reflectable Languages

Gray Codes for Reflectable Languages Gray Codes for Refletable Languages Yue Li Joe Sawada Marh 8, 2008 Abstrat We lassify a type of language alled a refletable language. We then develop a generi algorithm that an be used to list all strings

More information

Robotics (Kinematics) Winter 1393 Bonab University

Robotics (Kinematics) Winter 1393 Bonab University Robotics () Winter 1393 Bonab University : most basic study of how mechanical systems behave Introduction Need to understand the mechanical behavior for: Design Control Both: Manipulators, Mobile Robots

More information

OFF-LINE ROBOT VISION SYSTEM PROGRAMMING USING A COMPUTER AIDED DESIGN SYSTEM S. SRIDARAN. Thesis submitted to the Faculty of the

OFF-LINE ROBOT VISION SYSTEM PROGRAMMING USING A COMPUTER AIDED DESIGN SYSTEM S. SRIDARAN. Thesis submitted to the Faculty of the OFF-LINE ROBOT VISION SYSTEM PROGRAMMING USING A COMPUTER AIDED DESIGN SYSTEM by S. SRIDARAN Thesis submitted to the Faulty of the Virginia Polytehni Institute and State University in partial fulfillment

More information

Algorithms for External Memory Lecture 6 Graph Algorithms - Weighted List Ranking

Algorithms for External Memory Lecture 6 Graph Algorithms - Weighted List Ranking Algorithms for External Memory Leture 6 Graph Algorithms - Weighted List Ranking Leturer: Nodari Sithinava Sribe: Andi Hellmund, Simon Ohsenreither 1 Introdution & Motivation After talking about I/O-effiient

More information

DETECTION METHOD FOR NETWORK PENETRATING BEHAVIOR BASED ON COMMUNICATION FINGERPRINT

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

More information

DECT Module Installation Manual

DECT Module Installation Manual DECT Module Installation Manual Rev. 2.0 This manual desribes the DECT module registration method to the HUB and fan airflow settings. In order for the HUB to ommuniate with a ompatible fan, the DECT module

More information

Pipelined Multipliers for Reconfigurable Hardware

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

More information

CleanUp: Improving Quadrilateral Finite Element Meshes

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

More information

Make your process world

Make your process world Automation platforms Modion Quantum Safety System Make your proess world a safer plae You are faing omplex hallenges... Safety is at the heart of your proess In order to maintain and inrease your ompetitiveness,

More information

Defect Detection and Classification in Ceramic Plates Using Machine Vision and Naïve Bayes Classifier for Computer Aided Manufacturing

Defect Detection and Classification in Ceramic Plates Using Machine Vision and Naïve Bayes Classifier for Computer Aided Manufacturing Defet Detetion and Classifiation in Cerami Plates Using Mahine Vision and Naïve Bayes Classifier for Computer Aided Manufaturing 1 Harpreet Singh, 2 Kulwinderpal Singh, 1 Researh Student, 2 Assistant Professor,

More information

From indoor GIS maps to path planning for autonomous wheelchairs

From indoor GIS maps to path planning for autonomous wheelchairs From indoor GIS maps to path planning for autonomous wheelhairs Jérôme Guzzi and Gianni A. Di Caro Abstrat This work fouses on how to ompute trajetories for an autonomous wheelhair based on indoor GIS

More information

Exploring the Commonality in Feature Modeling Notations

Exploring the Commonality in Feature Modeling Notations Exploring the Commonality in Feature Modeling Notations Miloslav ŠÍPKA Slovak University of Tehnology Faulty of Informatis and Information Tehnologies Ilkovičova 3, 842 16 Bratislava, Slovakia miloslav.sipka@gmail.om

More information

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

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

More information

Outline: Software Design

Outline: Software Design Outline: Software Design. Goals History of software design ideas Design priniples Design methods Life belt or leg iron? (Budgen) Copyright Nany Leveson, Sept. 1999 A Little History... At first, struggling

More information

Symbol indicating an action that must not be done. Symbol indicating an action that should be done. Symbol indicating related or useful information

Symbol indicating an action that must not be done. Symbol indicating an action that should be done. Symbol indicating related or useful information Using the Produt Safely Safety Instrutions For your safety, read all the instrutions in this guide before using this produt. Inorret handling that ignores instrutions in this guide ould damage this produt

More information

CUTTING FORCES AND CONSECUTIVE DEFORMATIONS AT MILLING PARTS WITH THIN WALLS

CUTTING FORCES AND CONSECUTIVE DEFORMATIONS AT MILLING PARTS WITH THIN WALLS Proeedings of the International Conferene on Manufaturing Systems ICMaS Vol. 4, 2009, ISSN 1842-3183 University POLITEHNICA of Buharest, Mahine and Manufaturing Systems Department Buharest, Romania CUTTING

More information

Total 100

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

More information

To Do. Assignment Overview. Outline. Mesh Viewer (3.1) Mesh Connectivity (3.2) Advanced Computer Graphics (Spring 2013)

To Do. Assignment Overview. Outline. Mesh Viewer (3.1) Mesh Connectivity (3.2) Advanced Computer Graphics (Spring 2013) daned Computer Graphis (Spring 23) CS 283, Leture 5: Mesh Simplifiation Rai Ramamoorthi http://inst.ees.berkeley.edu/~s283/sp3 To Do ssignment, Due Feb 22 Start reading and working on it now. This leture

More information

Methods for Multi-Dimensional Robustness Optimization in Complex Embedded Systems

Methods for Multi-Dimensional Robustness Optimization in Complex Embedded Systems Methods for Multi-Dimensional Robustness Optimization in Complex Embedded Systems Arne Hamann, Razvan Rau, Rolf Ernst Institute of Computer and Communiation Network Engineering Tehnial University of Braunshweig,

More information

Z Combinatorial Filters: Sensor Beams, Obstacles, and Possible Paths

Z Combinatorial Filters: Sensor Beams, Obstacles, and Possible Paths Z Combinatorial Filters: Sensor Beams, Obstales, and Possible Paths BENJAMIN TOVAR, Northwestern University FRED COHEN, University of Rohester LEONARDO BOBADILLA, University of Illinois JUSTIN CZARNOWSKI,

More information

The HuMAnS toolbox, a homogenous framework for motion capture, analysis and simulation

The HuMAnS toolbox, a homogenous framework for motion capture, analysis and simulation The HuMAnS toolbox, a homogenous framework for motion apture, analysis and simulation Pierre-Brie Wieber, Florene Billet, Laurene Boissieux, Roger Pissard-Gibollet To ite this version: Pierre-Brie Wieber,

More information

CA Unified Infrastructure Management 8.x Implementation Proven Professional Exam (CAT-540) Study Guide Version 1.1

CA Unified Infrastructure Management 8.x Implementation Proven Professional Exam (CAT-540) Study Guide Version 1.1 Management 8.x Implementation Proven Professional Exam (CAT-540) Study Guide Version 1.1 PROPRIETARY AND CONFIDENTIAL INFORMATION 2017 CA. All rights reserved. CA onfidential & proprietary information.

More information

Chapter 2: Introduction to Maple V

Chapter 2: Introduction to Maple V Chapter 2: Introdution to Maple V 2-1 Working with Maple Worksheets Try It! (p. 15) Start a Maple session with an empty worksheet. The name of the worksheet should be Untitled (1). Use one of the standard

More information

- 1 - S 21. Directory-based Administration of Virtual Private Networks: Policy & Configuration. Charles A Kunzinger.

- 1 - S 21. Directory-based Administration of Virtual Private Networks: Policy & Configuration. Charles A Kunzinger. - 1 - S 21 Diretory-based Administration of Virtual Private Networks: Poliy & Configuration Charles A Kunzinger kunzinge@us.ibm.om - 2 - Clik here Agenda to type page title What is a VPN? What is VPN Poliy?

More information

Graph-Based vs Depth-Based Data Representation for Multiview Images

Graph-Based vs Depth-Based Data Representation for Multiview Images Graph-Based vs Depth-Based Data Representation for Multiview Images Thomas Maugey, Antonio Ortega, Pasal Frossard Signal Proessing Laboratory (LTS), Eole Polytehnique Fédérale de Lausanne (EPFL) Email:

More information

OvidSP Quick Reference Card

OvidSP Quick Reference Card OvidSP Quik Referene Card Searh in any of several dynami modes, ombine results, apply limits, use improved researh tools, develop strategies, save searhes, set automati alerts and RSS feeds, share results...

More information

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

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

More information

What are Cycle-Stealing Systems Good For? A Detailed Performance Model Case Study

What are Cycle-Stealing Systems Good For? A Detailed Performance Model Case Study What are Cyle-Stealing Systems Good For? A Detailed Performane Model Case Study Wayne Kelly and Jiro Sumitomo Queensland University of Tehnology, Australia {w.kelly, j.sumitomo}@qut.edu.au Abstrat The

More information

Accurate Odometry and Error Modelling for a Mobile Robot

Accurate Odometry and Error Modelling for a Mobile Robot Aurate Odometry and Error Modelling for a Mobile Robot Ko Seng CHONG Lindsay KLEEMAN o.seng.hong@eng.monash.edu.au lindsay.leeman@eng.monash.edu.au Intelligent Robotis Researh Centre (IRRC Department of

More information

CA Privileged Access Manager 3.x Proven Implementation Professional Exam (CAT-661) Study Guide Version 1.0

CA Privileged Access Manager 3.x Proven Implementation Professional Exam (CAT-661) Study Guide Version 1.0 Exam (CAT-661) Study Guide Version 1.0 PROPRIETARY AND CONFIDENTIAL INFMATION 2018 CA. All rights reserved. CA onfidential & proprietary information. For CA, CA Partner and CA Customer use only. No unauthorized

More information

A radiometric analysis of projected sinusoidal illumination for opaque surfaces

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

More information

HEXA: Compact Data Structures for Faster Packet Processing

HEXA: Compact Data Structures for Faster Packet Processing Washington University in St. Louis Washington University Open Sholarship All Computer Siene and Engineering Researh Computer Siene and Engineering Report Number: 27-26 27 HEXA: Compat Data Strutures for

More information

3D Model Based Pose Estimation For Omnidirectional Stereovision

3D Model Based Pose Estimation For Omnidirectional Stereovision 3D Model Based Pose Estimation For Omnidiretional Stereovision Guillaume Caron, Eri Marhand and El Mustapha Mouaddib Abstrat Robot vision has a lot to win as well with wide field of view indued by atadioptri

More information

A DYNAMIC ACCESS CONTROL WITH BINARY KEY-PAIR

A DYNAMIC ACCESS CONTROL WITH BINARY KEY-PAIR Malaysian Journal of Computer Siene, Vol 10 No 1, June 1997, pp 36-41 A DYNAMIC ACCESS CONTROL WITH BINARY KEY-PAIR Md Rafiqul Islam, Harihodin Selamat and Mohd Noor Md Sap Faulty of Computer Siene and

More information

Analysis and verification of multi-rotors attitude control algorithms in. Pixhawk. Fangzhen Lin 1, a

Analysis and verification of multi-rotors attitude control algorithms in. Pixhawk. Fangzhen Lin 1, a 6th International Conferene on Advaned Design and Manufaturing Engineering (ICADME 2016) Analysis and verifiation of multi-rotors attitude ontrol algorithms in Pixhawk Fangzhen Lin 1, a 1 Beihang University,

More information

Supplementary Material: Geometric Calibration of Micro-Lens-Based Light-Field Cameras using Line Features

Supplementary Material: Geometric Calibration of Micro-Lens-Based Light-Field Cameras using Line Features Supplementary Material: Geometri Calibration of Miro-Lens-Based Light-Field Cameras using Line Features Yunsu Bok, Hae-Gon Jeon and In So Kweon KAIST, Korea As the supplementary material, we provide detailed

More information

Dynamic System Identification and Validation of a Quadrotor UAV

Dynamic System Identification and Validation of a Quadrotor UAV Dynami System Identifiation and Validation of a Quadrotor UAV Min Goo Yoo PG Student, Department of Aerospae Engineering, Sejong University, Seoul, Republi of Korea E-mail: mingooyoo@gmailom Sung Kyung

More information

Vision-based manipulation with the humanoid robot Romeo

Vision-based manipulation with the humanoid robot Romeo Vision-based manipulation with the humanoid robot Romeo Giovanni Claudio, Fabien Spindler, François Chaumette To ite this version: Giovanni Claudio, Fabien Spindler, François Chaumette. Vision-based manipulation

More information

CA Single Sign-On 12.x Proven Implementation Professional Exam (CAT-140) Study Guide Version 1.5

CA Single Sign-On 12.x Proven Implementation Professional Exam (CAT-140) Study Guide Version 1.5 Study Guide Version 1.5 PROPRIETARY AND CONFIDENTIAL INFORMATION 2018 CA. All rights reserved. CA onfidential & proprietary information. For CA, CA Partner and CA Customer use only. No unauthorized use,

More information

An Automatic Laser Scanning System for Accurate 3D Reconstruction of Indoor Scenes

An Automatic Laser Scanning System for Accurate 3D Reconstruction of Indoor Scenes An Automati Laser Sanning System for Aurate 3D Reonstrution of Indoor Senes Danrong Li, Honglong Zhang, and Zhan Song Shenzhen Institutes of Advaned Tehnology Chinese Aademy of Sienes Shenzhen, Guangdong

More information

Motion Control (wheeled robots)

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

More information

Introduction to Seismology Spring 2008

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

More information

Department of Electrical and Computer Engineering University of Wisconsin Madison. Fall

Department of Electrical and Computer Engineering University of Wisconsin Madison. Fall Department of Eletrial and Computer Engineering University of Wisonsin Madison ECE 553: Testing and Testable Design of Digital Systems Fall 2014-2015 Assignment #2 Date Tuesday, September 25, 2014 Due

More information

Performance Improvement of TCP on Wireless Cellular Networks by Adaptive FEC Combined with Explicit Loss Notification

Performance Improvement of TCP on Wireless Cellular Networks by Adaptive FEC Combined with Explicit Loss Notification erformane Improvement of TC on Wireless Cellular Networks by Adaptive Combined with Expliit Loss tifiation Masahiro Miyoshi, Masashi Sugano, Masayuki Murata Department of Infomatis and Mathematial Siene,

More information

Connection Guide. Installing the printer locally (Windows) What is local printing? Installing the printer using the Software and Documentation CD

Connection Guide. Installing the printer locally (Windows) What is local printing? Installing the printer using the Software and Documentation CD Page 1 of 7 Connetion Guide Installing the printer loally (Windows) Note: When installing a loally attahed printer, if the operating system is not supported y the Software and Doumentation CD, then the

More information

A Multi-Head Clustering Algorithm in Vehicular Ad Hoc Networks

A Multi-Head Clustering Algorithm in Vehicular Ad Hoc Networks International Journal of Computer Theory and Engineering, Vol. 5, No. 2, April 213 A Multi-Head Clustering Algorithm in Vehiular Ad Ho Networks Shou-Chih Lo, Yi-Jen Lin, and Jhih-Siao Gao Abstrat Clustering

More information

1. Introduction. 2. The Probable Stope Algorithm

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

More information

Constructing Transaction Serialization Order for Incremental. Data Warehouse Refresh. Ming-Ling Lo and Hui-I Hsiao. IBM T. J. Watson Research Center

Constructing Transaction Serialization Order for Incremental. Data Warehouse Refresh. Ming-Ling Lo and Hui-I Hsiao. IBM T. J. Watson Research Center Construting Transation Serialization Order for Inremental Data Warehouse Refresh Ming-Ling Lo and Hui-I Hsiao IBM T. J. Watson Researh Center July 11, 1997 Abstrat In typial pratie of data warehouse, the

More information

Calculation of typical running time of a branch-and-bound algorithm for the vertex-cover problem

Calculation of typical running time of a branch-and-bound algorithm for the vertex-cover problem Calulation of typial running time of a branh-and-bound algorithm for the vertex-over problem Joni Pajarinen, Joni.Pajarinen@iki.fi Otober 21, 2007 1 Introdution The vertex-over problem is one of a olletion

More information

Holonomic Omni-Directional Vehicle with New Omni-Wheel Mechanism

Holonomic Omni-Directional Vehicle with New Omni-Wheel Mechanism Proceedings of the 2001 EEE nternational Conference on Robotics 8 Automation Seoul, Korea. May 21-26, 2001 Holonomic Omni-Directional Vehicle with New Omni-Wheel Mechanism Riichiro DAMOTO, Wendy CHENG

More information

Stable Road Lane Model Based on Clothoids

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

More information

An Approach to Physics Based Surrogate Model Development for Application with IDPSA

An Approach to Physics Based Surrogate Model Development for Application with IDPSA An Approah to Physis Based Surrogate Model Development for Appliation with IDPSA Ignas Mikus a*, Kaspar Kööp a, Marti Jeltsov a, Yuri Vorobyev b, Walter Villanueva a, and Pavel Kudinov a a Royal Institute

More information