Mobility Chapter 13. More Car Network Ideas. Rating. Overview. Mobile IP Internet. First steps Text book. GSM Network. No apps Mission critical

Size: px
Start display at page:

Download "Mobility Chapter 13. More Car Network Ideas. Rating. Overview. Mobile IP Internet. First steps Text book. GSM Network. No apps Mission critical"

Transcription

1 More Car Nework Ideas Mobiliy Chaper 13 CAR2CAR Consorium: Audi, BMW, Daimler, Fia, GM, Honda, Renaul, VW 13/1 Raing Overview Area mauriy Firs seps Tex book Pracical imporance No apps Mission criical Mobile IP Inerne Geo Rouing GSM Nework Theoreical imporance No really Mus have Mobiliy Simulaion 13/3

2 Basics of saic rouing NAT Domain Name Sysem DNS = = ISP ISP DHCP: ges IP, DNS servers & gaeway from ISP ISP: Inerne service provider Nework Address Translaion NAT IP por :80. 13/5 13/6 Reachabiliy behind a NAT Skype Super Node Nicolas -> : ISP Nework Address Translaion NAT IP por :80 IP por :80 Olga Mobile IP DNS = = Updae rouers & keep IP? - New IP & updae DNS? Nicolas 13/7 13/8

3 Moivaion for mobile IP Requiremens on mobile IP (RFC 4721) Rouing based on IP desinaion address, nework prefix (e.g ) deermines physical subne change of physical subne implies change of IP address o have a opological correc address (sandard IP) or needs special enries in he rouing ables Changing he IP-address? adjus he hos IP address depending on he curren locaion almos impossible o find a mobile sysem, DNS updaes are oo slow TCP connecions break securiy problems Change/Add rouing able enries for mobile hoss? worldwide! does no scale wih he number of mobile hoss and frequen changes in heir locaion Compaibiliy suppor of he same layer 2 proocols as IP no changes o curren end-sysems and rouers required mobile end-sysems can communicae wih fixed sysems Transparency mobile end-sysems keep heir IP address coninuaion of communicaion afer inerrupion of link possible poin of connecion o he fixed nework can be changed Efficiency and scalabiliy only lile addiional messages o he mobile sysem required (connecion ypically via a low bandwidh radio link) world-wide suppor of a large number of mobile sysems Securiy auhenicaion of all regisraion messages 13/9 13/10 Conacing a mobile node Conacing a mobile node HA FA foreign nework HA 2 FA foreign nework 3 home nework (physical home nework of MN) MN home nework (physical home nework of MN) 1 MN CN User (end-sysem) Mobile Node (mobile end-sysem) CN User (end-sysem) 1. Sender sends o he IP of MN, HA inerceps packe (proxy ARP) 2. HA unnels packe o FA by encapsulaion 3. FA forwards packe o he MN Mobile Node (mobile end-sysem) 13/11 13/12

4 Direc answer Terminology home nework (physical home nework of MN) CN HA User (end-sysem) FA foreign nework MN Mobile Node (mobile end-sysem) Mobile Node (MN) sysem (node) ha can change he poin of connecion o he nework wihou changing is IP address Home Agen (HA) sysem in he home nework of he MN, ypically a rouer regisers he locaion of he MN, unnels IP daagrams o he COA Foreign Agen (FA) sysem in he curren foreign nework of he MN, ypically a rouer ypically he defaul rouer for he MN Care-of Address (COA) address of he curren unnel end-poin for he MN (a FA or MN) acual locaion of he MN from an IP poin of view can be chosen, e.g., via DHCP Corresponden Node (CN) 13/13 13/14 Overview home nework (physical home nework of MN) CN HA 1 User (end-sysem) 2 COA HA unnels packes o he COA of he FA FA foreign nework 3 MN Mobile Node (mobile end-sysem) How i works Agen Adverisemen HA and FA periodically send adverisemen messages ino heir physical subnes MN lisens o hese messages and deecs if i is in he home or a foreign nework (sandard case for home nework) MN reads a COA from he FA adverisemen messages Regisraion (always limied lifeime!) MN signals COA o he HA via he FA, HA acknowledges via FA o MN hese acions have o be secured by auhenicaion Adverisemen HA adverises he IP address of he MN (as for fixed sysems), i.e. sandard rouing informaion rouers adjus heir enries, hese are sable for a longer ime (HA responsible for a MN over a longer period of ime) packes o he MN are sen o he HA independen of changes in COA/FA 13/15 13/16

5 Direc answer may no work Reverse unneling (RFC 2344) HA FA foreign nework HA 2 FA foreign nework 1 home nework (physical home nework of MN) MN home nework (physical home nework of MN) 3 MN CN User (end-sysem) Problems: - Firewall a CN - TTL - Mulicas Mobile Node (mobile end-sysem) CN User (end-sysem) Mobile Node 1. MN sends o FA (mobile end-sysem) 2. FA unnels packes o HA by encapsulaion 3. HA forwards he packe o he receiver (sandard case) 13/17 13/18 Mobile IP wih reverse unneling Opimizaion of packe forwarding accep ofen only opologically correc addresses (firewall!) a packe from he MN encapsulaed by he FA is now opologically correc furhermore mulicas and TTL problems solved (TTL in he home nework correc, bu MN is oo far away from he receiver) Reverse unneling does no solve problems wih firewalls, he reverse unnel can be abused o circumven securiy mechanisms (unnel hijacking) opimizaion of daa pahs, i.e. packes will be forwarded hrough he unnel via he HA o a sender (double riangular rouing) Reverse unneling is backwards compaible he exensions can be implemened easily and cooperae wih curren implemenaions wihou hese exensions Triangular Rouing sender sends all packes via HA o MN higher laency and nework load Soluions sender learns he curren locaion of MN direc unneling o his locaion HA informs a sender abou he locaion of MN big securiy problems Change of FA packes on-he-fly during he change can be los new FA informs old FA o avoid packe loss, old FA now forwards remaining packes o new FA his informaion also enables he old FA o release resources for he MN 13/19 13/20

6 Overview Cellular Neworks Mobile IP Inerne Geo Rouing GSM Nework Mobiliy Simulaion GSM (Global Sysem for Mobile Communicaions) Sandard for a Public Land Mobile Nework (PLMN) Specificaion of he GSM sandard in 1991 More han 3 billion subscribers worldwide Over 850 GSM nework operaors GSM in Swizerland 8 million mobile phone users (2007) 5 GSM nework operaors acive: 13/22 GSM Archiecure GSM Coverage GSM is a combinaion of wireless and fixed nework sysems Base saion covers mobile users in a cell Differen base saions are conneced hrough a backbone nework Coverage in Swizerland is nearly 99.8% of he populaed area Approx base saions (anennas) placed all over he counry Cell sizes can vary from a few hundred meers up o 30 km Depends on he number of users, geography, ransceiver power Example: Zurich Ciy Source: funksender.ch, BAKOM 13/24

7 Handling Mobiliy in Cellular Neworks Addressing Scheme for Cellular Subscribers GSM designed for high mobiliy of users GSM evolved from former car elephony sandards (e.g. Nael C) Home nework: Nework of your service provider (e.g. Swisscom, Orange, ) Home Locaion Regiser (HLR) : sores profile informaion (services, billing, preferences) of all cusomers of a nework operaor Visied nework: Nework in which mobile user currenly resides Visior Locaion Regiser (VLR): conains an enry for each user currenly in he nework, enry for a mobile user is copied from he HLR of your home nework Global addressing scheme for mobile users Mobile phone numbers need o be globally unique Hierarchical addressing (counry, operaor, subscriber) Inernaional Mobile Subscriber Ideniy (IMSI) Sored on he Subscriber Ideniy Module (SIM) card 3 digis Mobile Counry Code (MCC) 2 digis Mobile Nework Code (MNC) Max. 10 digis mobile saion idenificaion number Example for an IMSI: (228 = Swizerland, 01 = Swisscom, = idenificaion number) Corresponds o he inernaional phone number /25 13/26 Mobile Terminaed Call GSM Handover Inra-nework mobiliy: User changes beween differen base saions (BSS) of he same nework operaor (handover) Seamless handover (no call drop) 1. Old BSS informs MSC of pending handover 2. MSC ses up pah (resources) o new BSS 3. New BSS signals o MSC and old BSS: ready 4. Old BSS ells subscriber o perform handover 5. MSC re-roues call o he new BSS, old BSS releases resources 1. Calling a GSM subscriber, call is forwarded o he GMSC 2. Look-up of he curren locaion in he HLR 3. Call is forwarded o he responsible MSC 4. All base saions conrolled by he MSC sar paging he subscriber 5. Mobile subscriber answers, securiy checks, call seup 13/27 Someimes i is even necessary o perform a handover beween differen MSCs

8 GSM Roaming Mobiliy: IP versus GSM Iner-nework mobiliy: Home Locaion Regiser(HLR) keeps rack of he curren locaion Mobile user can be addressed by a emporary Mobile Saion Roaming Number (MSRN) 1. Call is forwarded o home nework GMSC 2. Locaion look-up in HLR, obain emporary MSRN 3. Call is forwarded o visior MSC over PSTN 4. Lookup locaion in VLR, forward call o user Mobile IP GSM Commen Home Agen (HA) Foreign Agen (FA) Care-of Address (COA) Gaeway Mobile Swiching Cener (GMSC) and Home Locaion Regiser (HLR) Visied Mobile Swiching Cener (MSC) and Visior Locaion Regiser (VLR) Mobile Saion Roaming Number (MSRN) Poin of conac o obain he curren address (IP) or roaming number (GSM) of he mobile user Sores emporary informaion abou he mobile user Temporary address (IP) or number (GSM) for he mobile user 13/30 Overview Locaion services Mobile IP Inerne Geo Rouing GSM Nework Mobiliy Simulaion Service ha maps node names o (geographic) coordinaes Should be disribued (no require for specialized hardware) Should be efficien Lookup of he posiion (or COA) of a mobile node Mobile IP: Ask home agen Home agen is deermined hrough IP (unique ID) of MN Possibly long deours even hough sender and receiver are close OK for Inerne applicaions, where laency is (normally) low Oher applicaion: Rouing in a MANET MANET: mobile ad hoc nework No dedicaed rouing hardware Limied memory on each node: canno sore huge rouing ables Nodes are mosly baery powered and have limied energy Nodes roue messages, e.g. using georouing 13/32

9 Home based georouing in a MANET Home based locaion service how good is i? How can he sender learn he curren posiion of anoher node? Flooding he enire nework is undesirable (raffic and energy overhead) Home based approach Similar o Mobile IP, each node has a home node, where i sores and regularly updaes is curren posiion The home is deermined by he unique ID of he node. One possibiliy is o hash he ID o a posiion p and use he node closes o p as home. Thus, given he ID of a node, every node can deermine he posiion of he corresponding home. Home based rouing 1. Roue packe o h, he home of he desinaion 2. Read he curren posiion of 3. Roue o s h p Visiing he home of a node migh be waseful if he sender and receiver happen o be close, bu he home far away The rouing srech is defined as srech := lengh of roue lengh of opimal roue We wan rouing algorihms wih low srech. Simulaneous message rouing and node movemen migh cause problems Can we do beer? s h p h p s Classificaion of locaion services Locaion services: Lookup & Publish Proacive Mobile node divulges is posiion o all nodes whenever i moves E.g. hrough flooding Reacive Sender searches mobile hos only when i wans o send a message E.g. hrough flooding Hybrid Boh, proacive and reacive. Some nodes sore informaion abou where a node is locaed Arbirarily complicaed sorage srucures Suppor for simulaneous rouing and node mobiliy Any node A can invoke o basic operaions: Lookup(A, B): A asks for he posiion of B Publish(A, x, y): A announces is move from posiion x o y Open quesions How ofen does a node publish is curren posiion? Where is he posiion informaion sored? How does he lookup operaion find he desired informaion? Goal Minimize srech = lengh of roue lengh of opimal roue 13/35 13/36

10 Locaion Service: Goals Publish cos should depend only on moved disance Lookup cos should depend only on he disance beween he sender and receiver (bounded srech) Nodes migh move arbirarily a any ime, even while oher nodes issue lookup requess Deermine he maximum allowed node speed under which delivery is sill guaraneed Locaion Service: Iniial observaions Canno ge reasonable srech wih a single home. Therefore, use several homes (locaion servers). If he sender s is close o he desinaion, a locaion server should be close s 7 srech If he sender is furher away, is OK o walk a bi longer unil finding a locaion server s 26 srech locaion server which sores he locaion of 13/37 13/38 Locaion Service: Iniial observaions Many locaion servers close o he node Sparser disribuion of locaion servers he furher away we are Boundary of he nework MLS: Locaion Service for Mobile Ad Hoc Neworks Geomeric decomposiion of he nework ino quadraic cells on several levels Level-1 (2 M,2 M ) Locaion server for node Level-M 13/39 (0,0) Level-(M-1) 13/40

11 Locaion poiners (aka locaion servers) Locaion poiner & Noaion On every level, sores one locaion poiner in he cell conaining L M denoes he quadraic cell on level M conaining On level k, he locaion poiner for is called LP M Noaion: LP k Locaion poiner for node on level-k L k Level-k cell ha conains node L M LP M L 0 The locaion poiners are placed depending on he ID of he node, as in he home-based lookup sysem. LP 1 L 1 The posiion of LP k is obained by hashing he ID of node o a posiion in. The locaion poiner is sored on he neares node. L k LP M 1 L 2 L M 1 LP 2 13/42 Rouing in MLS Rouing from a node s o a node consiss of wo phases: 1. Find a locaion poiner LP k 2. Once a firs locaion poiner is found on level-k, we know in which of he 4 sub-squares is locaed and hus in which L k 1 has published is locaion poiner LP k 1. Recursively, he message is roued owards locaion poiners on lower levels unil i reaches he lowes level, from where i can be roued direcly o. Rouing in MLS (2) When a node s wans o find a locaion poiner of a node, i firs searches in is immediae neighborhood and hen exends he search area wih exponenial growing coverage. Firs, ry o find a locaion poiner LP 0 in L s 0 or one of is 8 neighboring levels. Repea his search on he nex higher level unil a LP is found k The lookup pah draws a spiral-like shape wih exponenially increasing radius unil i finds a locaion poiner of. Once a locaion poiner is found, he lookup reques knows in which sub-square i can find he nex locaion poiner of. s 13/43 13/44

12 Suppor for mobiliy in MLS Lazy publishing A locaion poiner only needs o be updaed when he node leaves he corresponding sub-square. LP 2 is OK as long as remains in he shaded area. Mos of he ime, only he closes few locaion poiners need o be updaed due o mobiliy. LP i+2 LP 1 LP 2 LP k Idea: Don updae a level poiner as long as is sill somewha close o he level L k where poins. LP i+2 LP i+1 LP k No enough: If a node moves across a level boundary, many poiners need o be updaed. E.g. a node oscillaes beween he wo poins a and b. LP i+1 LP i+1 LP i Breaks he lookup: LP i+1 poins o a level ha does no conain LP i LP i LP i ab 13/46 Lazy publishing wih forwarding poiners Concurrency in MLS No problem, add a forwarding poiner ha indicaes in which neighboring level he locaion poiner can be found. LP i+2 Allowing for concurren lookup requess and node mobiliy is somewha ricky, especially he deleion of poiners. Noe ha a lookup reques needs some ime o ravel beween locaion poiners. The same holds for requess o creae or delee locaion (or forwarding) poiners. LP i+1 FP i LP i Example: A lookup reques follows LP i+1, and node moves as indicaed updaes is LP i and LP i+1 and removes he FP i and he old LP i The lookup reques fails if i arrives afer he has been removed FP i LP i+1 FP i LP i LP i 13/47 13/48

13 Concurrency in MLS (2) Properies of MLS No problem eiher: Insead of removing a locaion poiner or forwarding poiner, replace i wih a emporary poiner ha remains here for a shor ime unil we are sure ha no lookup reques migh arrive anymore on his oudaed pah. Similar o he forwarding poiner, a emporary poiner redirecs a lookup o he neighbor level where he node is locaed. LP i+1 TP i LP i TP i Consan lookup srech The lengh of he chosen roue is only a consan longer han he opimal roue Publish cos is O(d log d) where moved disance is d Even if nodes move considerably, he induced message overhead due o publish requess is moderae. Works in a concurren seup Lookup requess and node movemen migh inerleave arbirarily Nodes migh no move faser han 1/15 of he underlying rouing speed We can deermine he maximum node speed ha MLS suppors. Only if nodes move faser, here migh arise siuaions where a lookup reques fails. 13/49 13/50 MLS Conclusions Hisory of locaion services I s somewha ricky o handle concurrency properly Use of emporary forwarding poiners MLS is he firs locaion service ha deermines he maximum speed a which nodes migh move Wihou he speed limiaion, no delivery guaranees can be made! Drawbacks MLS uilizes an underlying rouing algorihm ha can deliver messages wih consan srech given he posiion of he desinaion MLS requires a relaively dense node populaion Grid Locaion Service (GLS) by Li e al. (2000) No bound on he srech Localiy Aware Locaion Service (LLS) by Abraham e al. (2004) Similar o MLS No concurrency suppor MLS: Locaion Service for Mobile Neworks by Flury e al. (2006) Sill many open problems o solve 13/51 13/52

14 Overview Mobiliy Models Mobile IP Inerne GSM Nework Mobiliy is an imporan aspec when designing proocols for wireless ad-hoc neworks Node densiy depends highly on he mobiliy paern Links break more frequenly when he node mobiliy is high Geo Rouing Mobiliy Simulaion When sudying mobiliy, one migh resolve o models Simulaions of mobiliy models are fas, cheap and repeaable Real-world experimens are ofen infeasible Mobiliy models specify how nodes move in a cerain area of ineres Many differen ideas how o model mobiliy (e.g. physics, road raffic) Only key feaures are aken ino accoun o keep he model simple (bu ofen oo simplified) Should mach he real-world behavior of nodes as good as possible 13/54 Mobiliy Model Classificaion The Random Waypoin Model [following slides by JY Le Boudec, EPFL] Random eniy-based mobiliy models Each node acs independenly of oher nodes (e.g. Brownian moion, Random waypoin, Random rip) Group-based mobiliy models Simulae he behavior of nodes moving ogeher owards a common desinaion (e.g. Reference Poin Group Mobiliy model) Survey-based mobiliy models Sree maps, augmened wih info wha kind of people live/work/shop/ in which areas, and how do hey move beween hese areas This is also popular in research abou viruses and diseases Vehicular mobiliy models Model he behavior of vehicles paricipaing in road raffic Driver models, inersecions, congesion Traffic simulaors In is simples form: Mobile picks nex waypoin M n uniformly in area Mobile picks nex speed V n uniformly in [v min ; v max ] Boh independen of pas and presen Mobile moves owards M n a consan speed V n M n-1 M n 13/55

15 The Random Trip model Example: Random Trip Random Waypoin is a special case of Random Trip: Mobile picks a pah in a se of pahs and a speed A end of pah, mobile picks a new pah and speed Mobiles may decide o wai and sleep a desinaions before going on he nex leg E.g. shores Euclidean pah in non-convex area, or shores pah on sree map 13/57 Simulaion problems Simulaion soluions If you simulae mobiliy, you need o ake care abou sysem leveling off The problem is ha your simulaions may show resuls which differ from realiy. A simple rule of humb (which is wrong, bu somehow accepable ): If you wan o simulae for ime T, you really need o simulae ime 2T, and hrow he firs half of your simulaion away. Samples of locaion a imes 0s and 2000s The problem is ha he seady-sae is in he infinie Average node speed Anoher (also wrong) soluion is o sar each node a a posiion p which is uniformly random beween uniformly random poins s and, and wih velociy according o he disribuion 1/v. However, also his is no correc 13/59 13/60

16 Simulaion soluion Vehicular Mobiliy Models The correc soluion is o simulaneously draw posiion and velociy from he seady-sae disribuion (see work by Le Boudec for deails.) Global behavioral rules Random rips consrained o a realisic road nework (GIS) Local behavioral rules Speed adjusemen and car-following (keep minimal disance o he car in fron) Inersecion managemen (sop a red raffic lighs, hen sar o accelerae again on green ligh) Example: Vehicular Mobiliy using GIS daa Impac of he Mobiliy Model on he Nework Topology Use he road opology from a geographic informaion sysem (GIS) o model vehicular mobiliy for a simulaion area Informaion abou road caegory, speed limis Very deailed geographical daa available (resoluion is around 1m) Choosing he righ mobiliy model is imporan Should mach he realiy as close as possible Mobiliy model has a large impac on he node disribuion and herefore also on he nework opology Example: Nework opolgy for Random Waypoin (lef) and a vehicular mobiliy model(righ) Map Nework graph

17 Open problem Even sysems like MLS sill make way oo many simplifying assumpions. So here is he obvious quesion abou a locaion service which is pracical. Essenially a good locaion service sysem needs o 1. work in dynamic environmens 2. give accepable memory and communicaion loads 3. provide srech guaranees 4. neiher make funny assumpions abou node disribuions 5. nor abou mobiliy paerns 6. be secure 13/65

Chapter 8 LOCATION SERVICES

Chapter 8 LOCATION SERVICES Disribued Compuing Group Chaper 8 LOCATION SERVICES Mobile Compuing Winer 2005 / 2006 Overview Mobile IP Moivaion Daa ransfer Encapsulaion Locaion Services & Rouing Classificaion of locaion services Home

More information

Mobility. Chapter 13. Ad Hoc and Sensor Networks Roger Wattenhofer 13/1

Mobility. Chapter 13. Ad Hoc and Sensor Networks Roger Wattenhofer 13/1 Mobility Chapter 13 Ad Hoc and Sensor Networks Roger Wattenhofer 13/1 More Car Network Ideas CAR2CAR Consortium: Audi, BMW, Daimler, Fiat, GM, Honda, Renault, VW Rating Area maturity First steps Text book

More information

Chapter 8 LOCATION SERVICES

Chapter 8 LOCATION SERVICES Chapter 8 LOCATION SERVICES Distributed Computing Group Mobile Computing Winter 2005 / 2006 Overview Mobile IP Motivation Data transfer Encapsulation Location Services & Routing Classification of location

More information

COSC 3213: Computer Networks I Chapter 6 Handout # 7

COSC 3213: Computer Networks I Chapter 6 Handout # 7 COSC 3213: Compuer Neworks I Chaper 6 Handou # 7 Insrucor: Dr. Marvin Mandelbaum Deparmen of Compuer Science York Universiy F05 Secion A Medium Access Conrol (MAC) Topics: 1. Muliple Access Communicaions:

More information

Test - Accredited Configuration Engineer (ACE) Exam - PAN-OS 6.0 Version

Test - Accredited Configuration Engineer (ACE) Exam - PAN-OS 6.0 Version Tes - Accredied Configuraion Engineer (ACE) Exam - PAN-OS 6.0 Version ACE Exam Quesion 1 of 50. Which of he following saemens is NOT abou Palo Alo Neworks firewalls? Sysem defauls may be resored by performing

More information

Mobility Chapter 5 Ad Hoc a Hoc nd S ensor Net r works rks Roger W r a W ttenhofer fe r 5/1

Mobility Chapter 5 Ad Hoc a Hoc nd S ensor Net r works rks Roger W r a W ttenhofer fe r 5/1 Mobility Chapter 5 Ad Hoc and Sensor Networks Roger Wattenhofer 5/1 Rating Area maturity First steps Text book Practical importance No apps Mission critical Theoretical importance Not really Must have

More information

A Scheme to Reduce Packet Loss during PMIPv6 Handover considering Authentication

A Scheme to Reduce Packet Loss during PMIPv6 Handover considering Authentication Inernaional Conference on Compuaional Sciences and Is Applicaions ICCSA 2008 A Scheme o Reduce Loss during P Handover considering Auhenicaion Seonggeun Ryu, Gye-Young Kim, Byunggi Kim, and Youngsong Mun

More information

4 Error Control. 4.1 Issues with Reliable Protocols

4 Error Control. 4.1 Issues with Reliable Protocols 4 Error Conrol Jus abou all communicaion sysems aemp o ensure ha he daa ges o he oher end of he link wihou errors. Since i s impossible o build an error-free physical layer (alhough some shor links can

More information

Simple Network Management Based on PHP and SNMP

Simple Network Management Based on PHP and SNMP Simple Nework Managemen Based on PHP and SNMP Krasimir Trichkov, Elisavea Trichkova bsrac: This paper aims o presen simple mehod for nework managemen based on SNMP - managemen of Cisco rouer. The paper

More information

Communication Networks

Communication Networks Communicaion Neworks Chaper 10 Wireless Local Area Neworks According o IEEE 802.11 Communicaion Neworks: 10. IEEE 802.11 651 10. WLANs According o IEEE 802.11 Overview Organizaion of a WLAN according o

More information

Sam knows that his MP3 player has 40% of its battery life left and that the battery charges by an additional 12 percentage points every 15 minutes.

Sam knows that his MP3 player has 40% of its battery life left and that the battery charges by an additional 12 percentage points every 15 minutes. 8.F Baery Charging Task Sam wans o ake his MP3 player and his video game player on a car rip. An hour before hey plan o leave, he realized ha he forgo o charge he baeries las nigh. A ha poin, he plugged

More information

PART 1 REFERENCE INFORMATION CONTROL DATA 6400 SYSTEMS CENTRAL PROCESSOR MONITOR

PART 1 REFERENCE INFORMATION CONTROL DATA 6400 SYSTEMS CENTRAL PROCESSOR MONITOR . ~ PART 1 c 0 \,).,,.,, REFERENCE NFORMATON CONTROL DATA 6400 SYSTEMS CENTRAL PROCESSOR MONTOR n CONTROL DATA 6400 Compuer Sysems, sysem funcions are normally handled by he Monior locaed in a Peripheral

More information

Assignment 2. Due Monday Feb. 12, 10:00pm.

Assignment 2. Due Monday Feb. 12, 10:00pm. Faculy of rs and Science Universiy of Torono CSC 358 - Inroducion o Compuer Neworks, Winer 218, LEC11 ssignmen 2 Due Monday Feb. 12, 1:pm. 1 Quesion 1 (2 Poins): Go-ack n RQ In his quesion, we review how

More information

Low-Cost WLAN based. Dr. Christian Hoene. Computer Science Department, University of Tübingen, Germany

Low-Cost WLAN based. Dr. Christian Hoene. Computer Science Department, University of Tübingen, Germany Low-Cos WLAN based Time-of-fligh fligh Trilaeraion Precision Indoor Personnel Locaion and Tracking for Emergency Responders Third Annual Technology Workshop, Augus 5, 2008 Worceser Polyechnic Insiue, Worceser,

More information

Page 1. Key Points from Last Lecture Frame format. EEC173B/ECS152C, Winter Wireless LANs

Page 1. Key Points from Last Lecture Frame format. EEC173B/ECS152C, Winter Wireless LANs EEC173/ECS152C, Winer 2006 Key Poins from Las Lecure Wireless LANs 802.11 Frame forma 802.11 MAC managemen Synchronizaion, Handoffs, Power MAC mehods: DCF & PCF CSMA/CA wih posiive ACK Exponenial backoff

More information

Network management and QoS provisioning - QoS in Frame Relay. . packet switching with virtual circuit service (virtual circuits are bidirectional);

Network management and QoS provisioning - QoS in Frame Relay. . packet switching with virtual circuit service (virtual circuits are bidirectional); QoS in Frame Relay Frame relay characerisics are:. packe swiching wih virual circui service (virual circuis are bidirecional);. labels are called DLCI (Daa Link Connecion Idenifier);. for connecion is

More information

Computational Geometry in Wireless Networks - Routing. Presented by Heather M. Michaud

Computational Geometry in Wireless Networks - Routing. Presented by Heather M. Michaud Compaional Geomery in Wireless Neworks - Roing Presened by Heaher M. Michad 1 Ad Hoc Wireless Neworks No fixed pre-exising infrasrcre Nodes can be saic or mobile Assme nodes don move dring roing or opology

More information

MOBILE COMPUTING. Wi-Fi 9/20/15. CSE 40814/60814 Fall Wi-Fi:

MOBILE COMPUTING. Wi-Fi 9/20/15. CSE 40814/60814 Fall Wi-Fi: MOBILE COMPUTING CSE 40814/60814 Fall 2015 Wi-Fi Wi-Fi: name is NOT an abbreviaion play on Hi-Fi (high fideliy) Wireless Local Area Nework (WLAN) echnology WLAN and Wi-Fi ofen used synonymous Typically

More information

MOBILE COMPUTING 3/18/18. Wi-Fi IEEE. CSE 40814/60814 Spring 2018

MOBILE COMPUTING 3/18/18. Wi-Fi IEEE. CSE 40814/60814 Spring 2018 MOBILE COMPUTING CSE 40814/60814 Spring 2018 Wi-Fi Wi-Fi: name is NOT an abbreviaion play on Hi-Fi (high fideliy) Wireless Local Area Nework (WLAN) echnology WLAN and Wi-Fi ofen used synonymous Typically

More information

Implementing Ray Casting in Tetrahedral Meshes with Programmable Graphics Hardware (Technical Report)

Implementing Ray Casting in Tetrahedral Meshes with Programmable Graphics Hardware (Technical Report) Implemening Ray Casing in Terahedral Meshes wih Programmable Graphics Hardware (Technical Repor) Marin Kraus, Thomas Erl March 28, 2002 1 Inroducion Alhough cell-projecion, e.g., [3, 2], and resampling,

More information

MoBAN: A Configurable Mobility Model for Wireless Body Area Networks

MoBAN: A Configurable Mobility Model for Wireless Body Area Networks MoBAN: A Configurable Mobiliy Model for Wireless Body Area Neworks Majid Nabi 1, Marc Geilen 1, Twan Basen 1,2 1 Deparmen of Elecrical Engineering, Eindhoven Universiy of Technology, he Neherlands 2 Embedded

More information

CS422 Computer Networks

CS422 Computer Networks CS422 Compuer Neworks Lecure 2 Physical Layer Dr. Xiaobo Zhou Deparmen of Compuer Science CS422 PhysicalLayer.1 Quesions of Ineress How long will i ake o ransmi a message? How many bis are in he message

More information

Chapter 3 MEDIA ACCESS CONTROL

Chapter 3 MEDIA ACCESS CONTROL Chaper 3 MEDIA ACCESS CONTROL Overview Moivaion SDMA, FDMA, TDMA Aloha Adapive Aloha Backoff proocols Reservaion schemes Polling Disribued Compuing Group Mobile Compuing Summer 2003 Disribued Compuing

More information

Learning in Games via Opponent Strategy Estimation and Policy Search

Learning in Games via Opponent Strategy Estimation and Policy Search Learning in Games via Opponen Sraegy Esimaion and Policy Search Yavar Naddaf Deparmen of Compuer Science Universiy of Briish Columbia Vancouver, BC yavar@naddaf.name Nando de Freias (Supervisor) Deparmen

More information

NEWTON S SECOND LAW OF MOTION

NEWTON S SECOND LAW OF MOTION Course and Secion Dae Names NEWTON S SECOND LAW OF MOTION The acceleraion of an objec is defined as he rae of change of elociy. If he elociy changes by an amoun in a ime, hen he aerage acceleraion during

More information

Location. Electrical. Loads. 2-wire mains-rated. 0.5 mm² to 1.5 mm² Max. length 300 m (with 1.5 mm² cable). Example: Belden 8471

Location. Electrical. Loads. 2-wire mains-rated. 0.5 mm² to 1.5 mm² Max. length 300 m (with 1.5 mm² cable). Example: Belden 8471 Produc Descripion Insallaion and User Guide Transiser Dimmer (454) The DIN rail mouned 454 is a 4channel ransisor dimmer. I can operae in one of wo modes; leading edge or railing edge. All 4 channels operae

More information

This is the published version of a paper presented at The 2013 IEEE International Conference on Internet of Things, Beijing, China, August 2013.

This is the published version of a paper presented at The 2013 IEEE International Conference on Internet of Things, Beijing, China, August 2013. hp://www.diva-poral.org This is he published version of a paper presened a The 2013 IEEE Inernaional Conference on Inerne of Things, Beijing, China, 20-23 Augus 2013. Ciaion for he original published paper:

More information

MOTION DETECTORS GRAPH MATCHING LAB PRE-LAB QUESTIONS

MOTION DETECTORS GRAPH MATCHING LAB PRE-LAB QUESTIONS NME: TE: LOK: MOTION ETETORS GRPH MTHING L PRE-L QUESTIONS 1. Read he insrucions, and answer he following quesions. Make sure you resae he quesion so I don hae o read he quesion o undersand he answer..

More information

Optimal Crane Scheduling

Optimal Crane Scheduling Opimal Crane Scheduling Samid Hoda, John Hooker Laife Genc Kaya, Ben Peerson Carnegie Mellon Universiy Iiro Harjunkoski ABB Corporae Research EWO - 13 November 2007 1/16 Problem Track-mouned cranes move

More information

Announcements. TCP Congestion Control. Goals of Today s Lecture. State Diagrams. TCP State Diagram

Announcements. TCP Congestion Control. Goals of Today s Lecture. State Diagrams. TCP State Diagram nnouncemens TCP Congesion Conrol Projec #3 should be ou onigh Can do individual or in a eam of 2 people Firs phase due November 16 - no slip days Exercise good (beer) ime managemen EE 122: Inro o Communicaion

More information

A Matching Algorithm for Content-Based Image Retrieval

A Matching Algorithm for Content-Based Image Retrieval A Maching Algorihm for Conen-Based Image Rerieval Sue J. Cho Deparmen of Compuer Science Seoul Naional Universiy Seoul, Korea Absrac Conen-based image rerieval sysem rerieves an image from a daabase using

More information

Gauss-Jordan Algorithm

Gauss-Jordan Algorithm Gauss-Jordan Algorihm The Gauss-Jordan algorihm is a sep by sep procedure for solving a sysem of linear equaions which may conain any number of variables and any number of equaions. The algorihm is carried

More information

Scheduling. Scheduling. EDA421/DIT171 - Parallel and Distributed Real-Time Systems, Chalmers/GU, 2011/2012 Lecture #4 Updated March 16, 2012

Scheduling. Scheduling. EDA421/DIT171 - Parallel and Distributed Real-Time Systems, Chalmers/GU, 2011/2012 Lecture #4 Updated March 16, 2012 EDA421/DIT171 - Parallel and Disribued Real-Time Sysems, Chalmers/GU, 2011/2012 Lecure #4 Updaed March 16, 2012 Aemps o mee applicaion consrains should be done in a proacive way hrough scheduling. Schedule

More information

Accelerating Call Route Query of Multi-domain SIP System via P2P GONG Jing, SHEN Qing-guo, SHEN Huan-sheng

Accelerating Call Route Query of Multi-domain SIP System via P2P GONG Jing, SHEN Qing-guo, SHEN Huan-sheng 3rd Inernaional Conference on Mecharonics and Informaion Technology (ICMIT 2016) Acceleraing Call Roue Query of Muli-domain IP ysem via P2P GONG Jing, HEN Qing-guo, HEN Huan-sheng College of Communicaions

More information

A MAC layer protocol for wireless networks with asymmetric links

A MAC layer protocol for wireless networks with asymmetric links A MAC layer proocol for wireless neworks wih asymmeric links Guoqiang Wang, Damla Turgu, Ladislau Bölöni, Yongchang Ji, Dan C. Marinescu School of Elecrical Engineering and Compuer Science, Universiy of

More information

Motor Control. 5. Control. Motor Control. Motor Control

Motor Control. 5. Control. Motor Control. Motor Control 5. Conrol In his chaper we will do: Feedback Conrol On/Off Conroller PID Conroller Moor Conrol Why use conrol a all? Correc or wrong? Supplying a cerain volage / pulsewidh will make he moor spin a a cerain

More information

Less Pessimistic Worst-Case Delay Analysis for Packet-Switched Networks

Less Pessimistic Worst-Case Delay Analysis for Packet-Switched Networks Less Pessimisic Wors-Case Delay Analysis for Packe-Swiched Neworks Maias Wecksén Cenre for Research on Embedded Sysems P O Box 823 SE-31 18 Halmsad maias.wecksen@hh.se Magnus Jonsson Cenre for Research

More information

A time-space consistency solution for hardware-in-the-loop simulation system

A time-space consistency solution for hardware-in-the-loop simulation system Inernaional Conference on Advanced Elecronic Science and Technology (AEST 206) A ime-space consisency soluion for hardware-in-he-loop simulaion sysem Zexin Jiang a Elecric Power Research Insiue of Guangdong

More information

A Survey on mobility Models & Its Applications

A Survey on mobility Models & Its Applications A Survey on mobiliy Models & Is Applicaions Prof. Vikas Kumar Jain 1, Prof. Raju Sharma 2, Prof. Bhavana Gupa 3 1,2,3 Compuer Science & Engineering, CIST Absrac In his paper, we survey he curren scenario

More information

Restorable Dynamic Quality of Service Routing

Restorable Dynamic Quality of Service Routing QOS ROUTING Resorable Dynamic Qualiy of Service Rouing Murali Kodialam and T. V. Lakshman, Lucen Technologies ABSTRACT The focus of qualiy-of-service rouing has been on he rouing of a single pah saisfying

More information

Voltair Version 2.5 Release Notes (January, 2018)

Voltair Version 2.5 Release Notes (January, 2018) Volair Version 2.5 Release Noes (January, 2018) Inroducion 25-Seven s new Firmware Updae 2.5 for he Volair processor is par of our coninuing effors o improve Volair wih new feaures and capabiliies. For

More information

Evaluation and Improvement of Multicast Service in b

Evaluation and Improvement of Multicast Service in b Evaluaion and Improvemen of Mulicas Service in 802.11b Chrisian Bravo 1 and Agusín González 2 1 Universidad Federico Sana María, Deparmen of Elecronics. Valparaíso, Chile chbravo@elo.ufsm.cl 2 Universidad

More information

Image segmentation. Motivation. Objective. Definitions. A classification of segmentation techniques. Assumptions for thresholding

Image segmentation. Motivation. Objective. Definitions. A classification of segmentation techniques. Assumptions for thresholding Moivaion Image segmenaion Which pixels belong o he same objec in an image/video sequence? (spaial segmenaion) Which frames belong o he same video sho? (emporal segmenaion) Which frames belong o he same

More information

! errors caused by signal attenuation, noise.!! receiver detects presence of errors:!

! errors caused by signal attenuation, noise.!! receiver detects presence of errors:! Daa Link Layer! The Daa Link layer can be furher subdivided ino:!.! Logical Link Conrol (LLC): error and flow conrol!.! Media Access Conrol (MAC): framing and media access! differen link proocols may provide

More information

CS 152 Computer Architecture and Engineering. Lecture 7 - Memory Hierarchy-II

CS 152 Computer Architecture and Engineering. Lecture 7 - Memory Hierarchy-II CS 152 Compuer Archiecure and Engineering Lecure 7 - Memory Hierarchy-II Krse Asanovic Elecrical Engineering and Compuer Sciences Universiy of California a Berkeley hp://www.eecs.berkeley.edu/~krse hp://ins.eecs.berkeley.edu/~cs152

More information

An efficient approach to improve throughput for TCP vegas in ad hoc network

An efficient approach to improve throughput for TCP vegas in ad hoc network Inernaional Research Journal of Engineering and Technology (IRJET) e-issn: 395-0056 Volume: 0 Issue: 03 June-05 www.irje.ne p-issn: 395-007 An efficien approach o improve hroughpu for TCP vegas in ad hoc

More information

Improving the Efficiency of Dynamic Service Provisioning in Transport Networks with Scheduled Services

Improving the Efficiency of Dynamic Service Provisioning in Transport Networks with Scheduled Services Improving he Efficiency of Dynamic Service Provisioning in Transpor Neworks wih Scheduled Services Ralf Hülsermann, Monika Jäger and Andreas Gladisch Technologiezenrum, T-Sysems, Goslarer Ufer 35, D-1585

More information

SREM: A Novel Multicast Routing Algorithm - Comprehensive Cost Analysis

SREM: A Novel Multicast Routing Algorithm - Comprehensive Cost Analysis REM: A Novel Mulicas Rouing Algorihm - Comprehensive Cos Analysis Yewen Cao and Khalid Al-Begain chool of Compuing, Universiy of Glamorgan, CF37 DL, Wales, U.K E-mail:{ycao,kbegain}@glam.ac.uk Absrac Ever-increasing

More information

Shortest Path Algorithms. Lecture I: Shortest Path Algorithms. Example. Graphs and Matrices. Setting: Dr Kieran T. Herley.

Shortest Path Algorithms. Lecture I: Shortest Path Algorithms. Example. Graphs and Matrices. Setting: Dr Kieran T. Herley. Shores Pah Algorihms Background Seing: Lecure I: Shores Pah Algorihms Dr Kieran T. Herle Deparmen of Compuer Science Universi College Cork Ocober 201 direced graph, real edge weighs Le he lengh of a pah

More information

Spline Curves. Color Interpolation. Normal Interpolation. Last Time? Today. glshademodel (GL_SMOOTH); Adjacency Data Structures. Mesh Simplification

Spline Curves. Color Interpolation. Normal Interpolation. Last Time? Today. glshademodel (GL_SMOOTH); Adjacency Data Structures. Mesh Simplification Las Time? Adjacency Daa Srucures Spline Curves Geomeric & opologic informaion Dynamic allocaion Efficiency of access Mesh Simplificaion edge collapse/verex spli geomorphs progressive ransmission view-dependen

More information

STEREO PLANE MATCHING TECHNIQUE

STEREO PLANE MATCHING TECHNIQUE STEREO PLANE MATCHING TECHNIQUE Commission III KEY WORDS: Sereo Maching, Surface Modeling, Projecive Transformaion, Homography ABSTRACT: This paper presens a new ype of sereo maching algorihm called Sereo

More information

4. Minimax and planning problems

4. Minimax and planning problems CS/ECE/ISyE 524 Inroducion o Opimizaion Spring 2017 18 4. Minima and planning problems ˆ Opimizing piecewise linear funcions ˆ Minima problems ˆ Eample: Chebyshev cener ˆ Muli-period planning problems

More information

ECO-friendly Distributed Routing Protocol for Reducing Network Energy Consumption

ECO-friendly Distributed Routing Protocol for Reducing Network Energy Consumption ECO-friendly Disribued Rouing Proocol for Reducing Nework Energy Consumpion Daisuke Arai and Kiyohio Yoshihara KDDI R&D Laboraories Inc. 2-1-15 Ohara Fujimino-shi Saiama, Japan Email: {di-arai, yosshy}@kddilabs.jp

More information

Delay in Packet Switched Networks

Delay in Packet Switched Networks 1 Delay in Packe Swiched Neworks Required reading: Kurose 1.5 and 1.6 CSE 4213, Fall 2006 Insrucor: N. Vlajic Delay in Packe-Swiched Neworks 2 Link/Nework Performance Measures: hroughpu and delay Link

More information

Packet Scheduling in a Low-Latency Optical Interconnect with Electronic Buffers

Packet Scheduling in a Low-Latency Optical Interconnect with Electronic Buffers Packe cheduling in a Low-Laency Opical Inerconnec wih Elecronic Buffers Lin Liu Zhenghao Zhang Yuanyuan Yang Dep Elecrical & Compuer Engineering Compuer cience Deparmen Dep Elecrical & Compuer Engineering

More information

Web System for the Remote Control and Execution of an IEC Application

Web System for the Remote Control and Execution of an IEC Application Web Sysem for he Remoe Conrol and Execuion of an IEC 61499 Applicaion Oana ROHAT, Dan POPESCU Faculy of Auomaion and Compuer Science, Poliehnica Universiy, Splaiul Independenței 313, Bucureși, 060042,

More information

Why not experiment with the system itself? Ways to study a system System. Application areas. Different kinds of systems

Why not experiment with the system itself? Ways to study a system System. Application areas. Different kinds of systems Simulaion Wha is simulaion? Simple synonym: imiaion We are ineresed in sudying a Insead of experimening wih he iself we experimen wih a model of he Experimen wih he Acual Ways o sudy a Sysem Experimen

More information

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. XX, NO. XX, XX XXXX 1

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. XX, NO. XX, XX XXXX 1 This is he auhor's version of an aricle ha has been published in his journal. Changes were made o his version by he publisher prior o publicaion. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. XX,

More information

Coded Caching with Multiple File Requests

Coded Caching with Multiple File Requests Coded Caching wih Muliple File Requess Yi-Peng Wei Sennur Ulukus Deparmen of Elecrical and Compuer Engineering Universiy of Maryland College Park, MD 20742 ypwei@umd.edu ulukus@umd.edu Absrac We sudy a

More information

Exercise 3: Bluetooth BR/EDR

Exercise 3: Bluetooth BR/EDR Wireless Communicaions, M. Rupf. Exercise 3: Blueooh BR/EDR Problem 1: Blueooh Daa Raes. Consider he ACL packe 3-DH5 wih a maximum user payload of 1021 byes. a) Deermine he maximum achievable daa rae in

More information

An Adaptive Spatial Depth Filter for 3D Rendering IP

An Adaptive Spatial Depth Filter for 3D Rendering IP JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, VOL.3, NO. 4, DECEMBER, 23 175 An Adapive Spaial Deph Filer for 3D Rendering IP Chang-Hyo Yu and Lee-Sup Kim Absrac In his paper, we presen a new mehod

More information

Mobile Computing IEEE Standard 9/10/14. CSE 40814/60814 Fall 2014

Mobile Computing IEEE Standard 9/10/14. CSE 40814/60814 Fall 2014 Mobile Compuing CSE 40814/60814 Fall 2014 IEEE IEEE (Ins4ue of Elecrical and Elecronics Engineers) esablished he 802.11 Group in 1990. Specifica4ons for sandard ra4fied in 1997. Ini4al speeds were 1 and

More information

Wireless LANs: MAC. Wireless LAN: MAC. IEEE protocol stack. Module W.lan MAC

Wireless LANs: MAC. Wireless LAN: MAC. IEEE protocol stack. Module W.lan MAC Wireless LANs: W.lan.3-2 Wireless LAN: 802.11MAC Dr.M.Y.Wu@CSE Shanghai Jiaoong Universiy Shanghai, China Module W.lan.3 Dr.W.Shu@ECE Universiy of New Mexico Albuquerque, NM, USA managemen PANs & Blueooh:

More information

Ins Net2 plus control unit

Ins Net2 plus control unit S ns 0 Server Link 00 0/00 Eherne End of Line Terminaion RS485 Nework xi -4V. Ins-30080 Ne plus conrol uni C auion: For DC readers y Inruder Ne plus O u pus r Powe DC Only Relay C onac E Buo n P SU/ Page

More information

Using CANopen Slave Driver

Using CANopen Slave Driver CAN Bus User Manual Using CANopen Slave Driver V1. Table of Conens 1. SDO Communicaion... 1 2. PDO Communicaion... 1 3. TPDO Reading and RPDO Wriing... 2 4. RPDO Reading... 3 5. CANopen Communicaion Parameer

More information

Elite Acoustics Engineering A4-8 Live-Performance Studio Monitor with 4 Channels, Mixer, Effects, and Bluetooth Quick Start Guide

Elite Acoustics Engineering A4-8 Live-Performance Studio Monitor with 4 Channels, Mixer, Effects, and Bluetooth Quick Start Guide Elie Acousics Engineering A4-8 Live-Performance Sudio Monior wih 4 Channels, Mixer, Effecs, and Blueooh Quick Sar Guide WHAT IS IN THE BOX Your A4-8 package conains he following: (1) Speaker (1) 12V AC

More information

Michiel Helder and Marielle C.T.A Geurts. Hoofdkantoor PTT Post / Dutch Postal Services Headquarters

Michiel Helder and Marielle C.T.A Geurts. Hoofdkantoor PTT Post / Dutch Postal Services Headquarters SHORT TERM PREDICTIONS A MONITORING SYSTEM by Michiel Helder and Marielle C.T.A Geurs Hoofdkanoor PTT Pos / Duch Posal Services Headquarers Keywords macro ime series shor erm predicions ARIMA-models faciliy

More information

Data Structures and Algorithms. The material for this lecture is drawn, in part, from The Practice of Programming (Kernighan & Pike) Chapter 2

Data Structures and Algorithms. The material for this lecture is drawn, in part, from The Practice of Programming (Kernighan & Pike) Chapter 2 Daa Srucures and Algorihms The maerial for his lecure is drawn, in par, from The Pracice of Programming (Kernighan & Pike) Chaper 2 1 Moivaing Quoaion Every program depends on algorihms and daa srucures,

More information

Dynamic Route Planning and Obstacle Avoidance Model for Unmanned Aerial Vehicles

Dynamic Route Planning and Obstacle Avoidance Model for Unmanned Aerial Vehicles Volume 116 No. 24 2017, 315-329 ISSN: 1311-8080 (prined version); ISSN: 1314-3395 (on-line version) url: hp://www.ijpam.eu ijpam.eu Dynamic Roue Planning and Obsacle Avoidance Model for Unmanned Aerial

More information

The Impact of Product Development on the Lifecycle of Defects

The Impact of Product Development on the Lifecycle of Defects The Impac of Produc Developmen on he Lifecycle of Rudolf Ramler Sofware Compeence Cener Hagenberg Sofware Park 21 A-4232 Hagenberg, Ausria +43 7236 3343 872 rudolf.ramler@scch.a ABSTRACT This paper invesigaes

More information

AML710 CAD LECTURE 11 SPACE CURVES. Space Curves Intrinsic properties Synthetic curves

AML710 CAD LECTURE 11 SPACE CURVES. Space Curves Intrinsic properties Synthetic curves AML7 CAD LECTURE Space Curves Inrinsic properies Synheic curves A curve which may pass hrough any region of hreedimensional space, as conrased o a plane curve which mus lie on a single plane. Space curves

More information

Po,,ll. I Appll I APP2 I I App3 I. Illll Illlllll II Illlll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illlll Illl Illl Illl

Po,,ll. I Appll I APP2 I I App3 I. Illll Illlllll II Illlll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illlll Illl Illl Illl Illll Illlllll II Illlll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illll Illlll Illl Illl Illl US 20110153728A1 (19) nied Saes (12) Paen Applicaion Publicaion (10) Pub. No.: S 2011/0153728

More information

CAMERA CALIBRATION BY REGISTRATION STEREO RECONSTRUCTION TO 3D MODEL

CAMERA CALIBRATION BY REGISTRATION STEREO RECONSTRUCTION TO 3D MODEL CAMERA CALIBRATION BY REGISTRATION STEREO RECONSTRUCTION TO 3D MODEL Klečka Jan Docoral Degree Programme (1), FEEC BUT E-mail: xkleck01@sud.feec.vubr.cz Supervised by: Horák Karel E-mail: horak@feec.vubr.cz

More information

MATH Differential Equations September 15, 2008 Project 1, Fall 2008 Due: September 24, 2008

MATH Differential Equations September 15, 2008 Project 1, Fall 2008 Due: September 24, 2008 MATH 5 - Differenial Equaions Sepember 15, 8 Projec 1, Fall 8 Due: Sepember 4, 8 Lab 1.3 - Logisics Populaion Models wih Harvesing For his projec we consider lab 1.3 of Differenial Equaions pages 146 o

More information

On the Impact of Concurrency for the Enforcement of Entailment Constraints in Process-driven SOAs

On the Impact of Concurrency for the Enforcement of Entailment Constraints in Process-driven SOAs On he Impac of Concurrency for he Enforcemen of Enailmen Consrains in Process-driven OAs Thomas Quirchmayr and Mark rembeck Insiue for Informaion ysems, New Media Lab, WU Vienna, Ausria {firsname.lasname}@wu.ac.a

More information

Curves & Surfaces. Last Time? Today. Readings for Today (pick one) Limitations of Polygonal Meshes. Today. Adjacency Data Structures

Curves & Surfaces. Last Time? Today. Readings for Today (pick one) Limitations of Polygonal Meshes. Today. Adjacency Data Structures Las Time? Adjacency Daa Srucures Geomeric & opologic informaion Dynamic allocaion Efficiency of access Curves & Surfaces Mesh Simplificaion edge collapse/verex spli geomorphs progressive ransmission view-dependen

More information

Let s get physical - EDA Tools for Mobility

Let s get physical - EDA Tools for Mobility Le s ge physical - EDA Tools for Mobiliy Aging and Reliabiliy Communicaion Mobile and Green Mobiliy - Smar and Safe Frank Oppenheimer OFFIS Insiue for Informaion Technology OFFIS a a glance Applicaion-oriened

More information

MIC2569. Features. General Description. Applications. Typical Application. CableCARD Power Switch

MIC2569. Features. General Description. Applications. Typical Application. CableCARD Power Switch CableCARD Power Swich General Descripion is designed o supply power o OpenCable sysems and CableCARD hoss. These CableCARDs are also known as Poin of Disribuion (POD) cards. suppors boh Single and Muliple

More information

CENG 477 Introduction to Computer Graphics. Modeling Transformations

CENG 477 Introduction to Computer Graphics. Modeling Transformations CENG 477 Inroducion o Compuer Graphics Modeling Transformaions Modeling Transformaions Model coordinaes o World coordinaes: Model coordinaes: All shapes wih heir local coordinaes and sies. world World

More information

LHP: An end-to-end reliable transport protocol over wireless data networks

LHP: An end-to-end reliable transport protocol over wireless data networks LHP: An end-o-end reliable ranspor proocol over wireless daa neworks Xia Gao, Suhas N. Diggavi, S. Muhukrishnan Absrac The nex generaion wireless neworks are posied o suppor large scale daa applicaions.

More information

FIELD PROGRAMMABLE GATE ARRAY (FPGA) AS A NEW APPROACH TO IMPLEMENT THE CHAOTIC GENERATORS

FIELD PROGRAMMABLE GATE ARRAY (FPGA) AS A NEW APPROACH TO IMPLEMENT THE CHAOTIC GENERATORS FIELD PROGRAMMABLE GATE ARRAY (FPGA) AS A NEW APPROACH TO IMPLEMENT THE CHAOTIC GENERATORS Mohammed A. Aseeri and M. I. Sobhy Deparmen of Elecronics, The Universiy of Ken a Canerbury Canerbury, Ken, CT2

More information

It is easier to visualize plotting the curves of cos x and e x separately: > plot({cos(x),exp(x)},x = -5*Pi..Pi,y = );

It is easier to visualize plotting the curves of cos x and e x separately: > plot({cos(x),exp(x)},x = -5*Pi..Pi,y = ); Mah 467 Homework Se : some soluions > wih(deools): wih(plos): Warning, he name changecoords has been redefined Problem :..7 Find he fixed poins, deermine heir sabiliy, for x( ) = cos x e x > plo(cos(x)

More information

EECS 487: Interactive Computer Graphics

EECS 487: Interactive Computer Graphics EECS 487: Ineracive Compuer Graphics Lecure 7: B-splines curves Raional Bézier and NURBS Cubic Splines A represenaion of cubic spline consiss of: four conrol poins (why four?) hese are compleely user specified

More information

Motion along a Line. Describing Motion along a Line

Motion along a Line. Describing Motion along a Line Moion along a Line Describing Moion: Displacemen Velociy Acceleraion Uniformly Acceleraed Moion Free Fall Describing Moion along a Line Wha is he posiion, elociy, and acceleraion of he blue do a each insan

More information

Constant-Work-Space Algorithms for Shortest Paths in Trees and Simple Polygons

Constant-Work-Space Algorithms for Shortest Paths in Trees and Simple Polygons Journal of Graph Algorihms and Applicaions hp://jgaa.info/ vol. 15, no. 5, pp. 569 586 (2011) Consan-Work-Space Algorihms for Shores Pahs in Trees and Simple Polygons Tesuo Asano 1 Wolfgang Mulzer 2 Yajun

More information

Improving Explicit Congestion Notification with the Mark-Front Strategy

Improving Explicit Congestion Notification with the Mark-Front Strategy Improving Explici Congesion Noificaion wih he Mark-Fron Sraegy Chunlei Liu Raj Jain Deparmen of Compuer and Informaion Science Chief Technology Officer, Nayna Neworks, Inc. The Ohio Sae Universiy, Columbus,

More information

Virtual Recovery of Excavated Archaeological Finds

Virtual Recovery of Excavated Archaeological Finds Virual Recovery of Excavaed Archaeological Finds Jiang Yu ZHENG, Zhong Li ZHANG*, Norihiro ABE Kyushu Insiue of Technology, Iizuka, Fukuoka 820, Japan *Museum of he Terra-Coa Warrlors and Horses, Lin Tong,

More information

CS 152 Computer Architecture and Engineering. Lecture 6 - Memory

CS 152 Computer Architecture and Engineering. Lecture 6 - Memory CS 152 Compuer Archiecure and Engineering Lecure 6 - Memory Krse Asanovic Elecrical Engineering and Compuer Sciences Universiy of California a Berkeley hp://www.eecs.berkeley.edu/~krse hp://ins.eecs.berkeley.edu/~cs152

More information

Mobile Robots Mapping

Mobile Robots Mapping Mobile Robos Mapping 1 Roboics is Easy conrol behavior percepion modelling domain model environmen model informaion exracion raw daa planning ask cogniion reasoning pah planning navigaion pah execuion

More information

Dimmer time switch AlphaLux³ D / 27

Dimmer time switch AlphaLux³ D / 27 Dimmer ime swich AlphaLux³ D2 426 26 / 27! Safey noes This produc should be insalled in line wih insallaion rules, preferably by a qualified elecrician. Incorrec insallaion and use can lead o risk of elecric

More information

C 1. Last Time. CSE 490/590 Computer Architecture. Cache I. Branch Delay Slots (expose control hazard to software)

C 1. Last Time. CSE 490/590 Computer Architecture. Cache I. Branch Delay Slots (expose control hazard to software) CSE 490/590 Compuer Archiecure Cache I Seve Ko Compuer Sciences and Engineering Universiy a Buffalo Las Time Pipelining hazards Srucural hazards hazards Conrol hazards hazards Sall Bypass Conrol hazards

More information

A Progressive-ILP Based Routing Algorithm for Cross-Referencing Biochips

A Progressive-ILP Based Routing Algorithm for Cross-Referencing Biochips 16.3 A Progressive-ILP Based Rouing Algorihm for Cross-Referencing Biochips Ping-Hung Yuh 1, Sachin Sapanekar 2, Chia-Lin Yang 1, Yao-Wen Chang 3 1 Deparmen of Compuer Science and Informaion Engineering,

More information

/85/ $ IEEE

/85/ $ IEEE 174 Saged Circui Swiching MAURICIO ARANGO, HUSSEIN BADR, AND DAVID GELERNTER Absrac -Saged circui swiching (S) is a message-swiching echnique ha combines a new proocol wih new communicaion hardware. Proocol

More information

Improved TLD Algorithm for Face Tracking

Improved TLD Algorithm for Face Tracking Absrac Improved TLD Algorihm for Face Tracking Huimin Li a, Chaojing Yu b and Jing Chen c Chongqing Universiy of Poss and Telecommunicaions, Chongqing 400065, China a li.huimin666@163.com, b 15023299065@163.com,

More information

BI-TEMPORAL INDEXING

BI-TEMPORAL INDEXING BI-TEMPORAL INDEXING Mirella M. Moro Uniersidade Federal do Rio Grande do Sul Poro Alegre, RS, Brazil hp://www.inf.ufrgs.br/~mirella/ Vassilis J. Tsoras Uniersiy of California, Rierside Rierside, CA 92521,

More information

Analyzing of RESPIRE, a novel approach to automatically blocking SYN flooding attacks

Analyzing of RESPIRE, a novel approach to automatically blocking SYN flooding attacks Analyzing of RESPIRE, a novel approach o auomaically blocking SYN flooding aacks ANDRÁS KORN, JUDIT GYIMESI, DR. GÁBOR FEHÉR Budapes Universiy of Technology and Economics, Deparmen of Telecommunicaion

More information

Video streaming over Vajda Tamás

Video streaming over Vajda Tamás Video sreaming over 802.11 Vajda Tamás Video No all bis are creaed equal Group of Picures (GoP) Video Sequence Slice Macroblock Picure (Frame) Inra (I) frames, Prediced (P) Frames or Bidirecional (B) Frames.

More information

Connections, displays and operating elements. 3 aux. 5 aux.

Connections, displays and operating elements. 3 aux. 5 aux. Taser PlusKapiel3:Taser3.1Taser Plus Meren2005V6280-561-0001/08 GB Connecions, displays and operaing elemens Taser Plus Arec/Anik/Trancen Operaing insrucions A 1 2 1 2 3 4 5 6 C B A B 3 aux. 7 8 9 aux.

More information

Connections, displays and operating elements. Status LEDs (next to the keys)

Connections, displays and operating elements. Status LEDs (next to the keys) GB Connecions, displays and operaing elemens A Push-buon plus Sysem M Operaing insrucions 1 2 1 2 3 4 5 6 7 8 C B A 4 Inser he bus erminal ino he connecion of pushbuon A. 5 Inser he push-buon ino he frame.

More information

USBFC (USB Function Controller)

USBFC (USB Function Controller) USBFC () EIFUFAL501 User s Manual Doc #: 88-02-E01 Revision: 2.0 Dae: 03/24/98 (USBFC) 1. Highlighs... 4 1.1 Feaures... 4 1.2 Overview... 4 1.3 USBFC Block Diagram... 5 1.4 USBFC Typical Sysem Block Diagram...

More information