On the analysis of WiFi communication and WiMAX network entry over single radios

Size: px
Start display at page:

Download "On the analysis of WiFi communication and WiMAX network entry over single radios"

Transcription

1 On he analysis of WiFi communicaion and WiMAX nework enry over single radios Sven Wiehöler, Marc Emmelmann, Yerong Chen, and Adam Wolisz Telecommunicaion Neworks Group (TKN), Technical Universiy Berlin, Germany Fraunhofer Insiue for Open Communicaion Sysems (FOKUS), Berlin, Germany Absrac Fuure wireless mobile devices will have o suppor a variey of heerogeneous access echnologies while having a limied number of ransceiver chains. One of he mos challenging asks remains how o suppor wireless access in one of he echnologies, while preparing a smooh ransiion o anoher, especially o echnologies wih a lenghy nework enry such as WiMAX. This work proposes an efficien way o organize a WiMAX nework enry process while coninuing a communicaion session wih sringen QoS requiremens via WLAN. We advocae he prioriizaion of he sric WiMAX iming over he conenion-based WLAN channel access. Our resuls show he applicabiliy of his approach over a wide range of mobile WiMAX parameers and idenify bounds on he WiMAX downlink load for which he WiFi communicaion does no suffer qualiy disorions. I. INTRODUCTION The diversiy of heerogeneous wireless access echnologies used by individual erminals (e.g., lapops, smar phones, ables) has been growing coninuously over he pas few years. Blueooh, WLAN, and some wide area wireless echnologies coun nowadays as a sandard mix for hese devices. An exensive se of echnologies would include Blueooh, IEEE802.11a/b/g/n, WiMAX, GSM, GPRS, Edge, HSPA, LTE, and even FM and DVB(-T). This wide deploymen has several implicaions. On he one hand, users depend increasingly on he (preferably high speed) conneciviy for everyday aciviies and express clear dissaisfacion if his conneciviy is no available. On he oher hand, he growh of wireless raffic leads o an increase of inerference and o hroughpu bolenecks. Dynamic decisions abou he access echnology o be used (e.g. pushing he users from a cellular nework o a WLAN) seem o be one of he promising approaches for boh miigaing inerference and overcoming he hroughpu bolenecks. While quie a lo of research is devoed o a proper selecion of he access echnologies [1], i is frequenly aking for graned ha he swiching iself, i.e., an enforced handover from one echnology o anoher, is somehow easily done. Swiching from one echnology o anoher while supporing a coninuous communicaion is, however, by far no rivial. The process of deciding abou he availabiliy of anoher echnology, selecing a proper access poin, and finally compleing he associaion procedure can ake a significan amoun of ime. Thus, i is hardly recommendable o enforce a hard handover, i.e., breaking he ongoing communicaion associaion before assuring ha anoher, beer conneciviy is really available. Realizing a sof handover wih service coninuiy is resriced, however, by he applied communicaion hardware. Even if muliple nework inerface cards (NICs), each supporing one of he echnologies, were available, heir parallel usage would be avoided in order o economize energy. In realiy nowadays, here is a srong rend o limi he number of separae NICs wihin a single device due o space and cos issues. As a resul, muli-sandard NICs become a soluion of choice. Such muli-mode radios can suppor muliple echnologies bu a a given ime only access o one wireless echnology over a specific ransceiver chain is possible. This work deals wih he problem how o enable a usage of heerogeneous links over such muli-sandard NICs while meeing QoS consrains of an on-going ransmission including consrains imposed by real-ime voice connecions. While following a more general concep, we presen in deail a soluion compaible o he family of IEEE and sandards. We idenify he fundamenal limis of his novel approach by considering he iming issues for boh WLAN communicaion and he lenghy WiMAX nework enry [2]. The res of his paper is srucured as follows. Secion II summarizes he relevan relaed work. Secion III specifies our sysem under consideraion and gives he problem formulaion, while our approach ogeher wih is analysis for WLAN and WiMAX is highlighed in Secion IV. Nex, Secion V presens and discusses resuls regarding he general feasibiliy of our approach. Finally, Secion VI concludes our work. II. RELATED WORK In order o enable heerogeneous wireless access anywhere and anyime by jus a limied number of NICs wihin a device, a hybrid approach is common oday: muli-mode, reconfigurable radios are able o do MAC as well as some PHY (base-band) processing in pure sofware, bu sill apply ransceiver chains wih specific analog pars (amplifier, filer) ha are specifically designed and adoped o heir purposes and frequency bands (e.g. join WLAN/WiMAX and 2G/UMTS/LTE ransceiver chains) [3]. Vendors like Infineon or Inel [4], [5], for example, have been developing dual-mode WLAN/WiMAX ransceiver chips ha have been incorporaed ino odays mobile devices. A rivial soluion may simply swich he ransceiver chain from one access echnology o he oher, imposing a hard

2 verical handover. Choi e al. [6] propose a more sophisicaed heerogeneous handover scheme, however for muliple NICs, in which i is possible o have only a single NIC acive during each ime insance o accoun for he limied baery power and radio resources. The auhors uilize he muual silence periods of ON/OFF raffic, such as VoIP, for he execuion of handovers. Boh, hard verical handovers as well as Choi s scheme, may be promising approaches for echnologies wih quick Layer 2 associaions, bu may suffer in case of handovers o echnologies such as WiMAX, which are known o have a very lenghy nework enry process [2] hus exceeding he lengh of muual silence periods by magniudes. Insead, we consider o alernae he ongoing communicaion in he firs radio access echnology (RAT) wih he link seup in he second RAT on properly chosen ime scales. The only work addressing simulaneous, QoS-consrained ransmissions and neighbor discovery over he same NIC on small ime scales has been presened in he conex of homogeneous WLANs [7]. This approach, denoed as opporunisic scanning, uilizes IEEE Power Save mode (PS) o shorly pause he on-going communicaion and scan oher WLAN channels passively wih inervals in he area of jus some milliseconds. The heoreical limis for finding anoher WLAN cell wih a given probabiliy have been presened in [7], he follow-up work [8] shows he surdiness of his approach even wih background raffic; a paen applicaion is pending for his homogeneous WLAN approach [9]. Sill, i remains an open poin how o realize a similar approach in a sandard-complian way for neighbor discovery or even handovers o a second, heerogeneous echnology in which iming consrains and requiremens regarding medium access differ remendously from III. SYSTEM AND PROBLEM FORMULATION As shown in Fig. 1, we consider a user wih a porable device like a noebook which is associaed wih an IEEE WLAN access poin (AP) and which is wihin he coverage of an IEEE e base saion (BS) addiionally. User s device is equipped wih several muli-mode radios, whereby WLAN and WiMAX share he same dual-mode ransceiver. This WLAN/WiMAX ransceiver chain is able o swich among he RATs wihin insignifican ime of a single clock cycle [10]. We focus on raffic from a user wih nomadic mobiliy, i.e., he remains saionary during his communicaion sessions, as i is expeced ha more han 80 percen of he mobile daa raffic will appear indoor in office or home scenarios, only [11]. For WLAN, we focus on IEEE g ERP OFDM wih daa raes ranging from 6 o 54 Mbps. For WiMAX, we consider he TDD mode and he parameers of he mobile profiles specified by he WiMAX Forum [12]. QPSK-1/2 is applied as Modulaion and Coding Scheme (MCS) for DL-/UL-MAP, and DL/UL channel descripor (DCD, UCD) messages. Via he WLAN access cell, he user has an acive VoIP communicaion session (ITU-T s G.711 voice codec wih 20 ms packeizaion). Thus, he join WLAN/WiMAX ransceiver is WLAN/WiMAX GSM/UMTS/ HSPA Wireless device wih muli-mode ransceiver chains Fig. 1. WLAN AP WiMAX BS Nework Scenario Inerne VoIP connecion VoIP peer blocked, such ha no simulaneous access o WiMAX may be possible. The VoIP call has he usual hard QoS consrains (maximum packe loss of 1 o 3 percen and a maximum olerable one-way end-o-end delay of 150 ms, cf. [13]). There exis manifold reasons for los or delayed VoIP packes. They may sem from he IEEE access cell or he wired par, e.g., a DSL-provider, he Inerne side or any combinaion of he involved eniies. Even he wired par can significanly conribue o variaions in he VoIP QoS. Several measuremens over backbones pahs have shown a emporal diverse behavior beween differen pahs, whereby some of he pahs have even periodic paerns wih respec o emporal higher delays [14]. As a basis of his work, we assume ha he end user wih he wireless device perceives some variaions in he VoIP QoS due o jiering delay in he wired par. Alhough hey do no bring he overall QoS below he accepable level immediaely, he user has perceived a sligh degradaion. To circumven a poenial sronger impairmen, a handover is imminen, alhough he wireless device iself perceives a good and lowloaded WLAN channel. For his scenario, we consider a soluion ha alernaes he ongoing VoIP over WLAN communicaion wih he nework enry process in WiMAX, which is he basis for he esablishmen of anoher pah o he VoIP peer. In order o allow a fas seup of he alernaive pah, he WiMAX nework enry process has o be conduced as quickly as possible. Thereby, he fundamenal quesion appears how o sill suppor he VoIP communicaion over he WLAN pah addiionally in a sandard-complian way. IV. HETEROGENEOUS OPPORTUNISTIC APPROACH A. Principle Following he spiri of [7], [8], we pause WLAN by means of he power save mode and swich o WiMAX in he gaps (Fig. 2). Le us analyze he quana in which he WiMAX enry process has o proceed. The firs sep consiss of finding he WiMAX downlink channel and o adap o he sric iming of he WiMAX frames aferwards. This is followed by he seps of obaining DL/UL parameers, iniial ranging, capabiliy negoiaion, auhorizaion and key exchange, and nework regisraion [2]. Lasly, he esablishmen of he IP conneciviy and he service flow finally prepares WiMAX for he VoIP ranspor.

3 WiMAX WLAN downlink TFrame uplink Fig. 2. REQ RSP TFrame RSP a) b) Aciviy of NIC in each access echnology WLAN-WiMAX alernaion principle In order o allow for a fas seup of he second pah via WiMAX, we have o give sric iming prioriy o WiMAX in order o keep he duraion of he nework enry process small. Neverheless, for oher applicaions differen from his work, one may furher radeoff he prioriy of WiMAX iming and WLAN channel access. In case of srongly flucuaing WLAN channels, for example, i may be imporan o give more channel access ime o WLAN (i.e., prioriize he ranspor of VoIP daa) and pospone subsequen seps of he WiMAX nework enry process (in he valid range of he IEEE sandard) insead. Since his work limis us o keep he duraion for he WiMAX nework enry process as small as possible, we prioriize he WiMAX iming, i.e., he Mobile Saion (MS) has o be presen during he downlink (DL) par for all WiMAX frames. In case here is no pending acion for he uplink (UL), MS swiches o WLAN and reurns back for he sar of he nex WiMAX frame. Beside he neighbor discovery, all furher seps of he nework enry process for WiMAX [2] are based on reques (REQ) / response (RSP) wo-way handshakes, where MS issues he REQ and wais for he RSP of he Base Saion (BS). For each of hese seps, MS has o spend he complee frame plus he following DL subframe in WiMAX mode (in order o send ou REQ and poenially receive RSP, if ransmied by BS immediaely in he subsequen DL subframe, Fig. 2 case a)). If RSP will be sen laer in one of he following frames, i will be received by MS anyway since i always spends he DL-par of he frame wihin WiMAX (Fig. 2 case b). The iming prioriy of WiMAX may lead o UL phases, in which MS canno swich o WLAN because of pending acions. In hese cases, WLAN access is delayed o he nex WiMAX UL subframe. If a VoIP packe is awaiing a ransmission in WLAN, his imposes a marginal addiional delay of anoher WiMAX frame bu ensures imely nework enry in WiMAX. B. IEEE e Timing Issues The duraion of he WiMAX DL subframe limis he available ime for VoIP ransmissions in WLAN and vice versa. The analysis akes ino accoun he maximum duraion of communicaion paerns in each echnology, such ha MS can be sill presen for WiMAX DL subframes and can ransmi VoIP wihou any qualiy disorions in WLAN. For his, we assume as a saring poin an idle channel in WLAN and no oher acive MS in WiMAX. Laer in Sec. V-C we TABLE I PARAMETERS ACCORDING TO IEEE E AND WIMAX FORUM frame duraion [ms] T frame 5 bandwidh [MHz] BW 3.5, 5, 7, 8.75, 10 cyclic prefix raio G 1/8 512 (3.5, 5 MHz), FFT size N FFT 1024 else sampling facor n 28/25 (5, 10 MHz), 8/7 else 15 (512 FFT), #PUSC subchannels N DL-PUSC 30 (1024 FFT) 8 (512 FFT), #FUSC subchannels N DL-FUSC 16 (1024 FFT) code rae c 1/2, 2/3, 3/4 modulaion level m 2, 4, 6 modulaion #Symbols QPSK, 16QAM & 64QAM S preamble 1 S FCH,DL-MAP 2 DL burs #1 [Bye] L burs1 301 DL burs #2 [Bye] L burs2 163 consider resuls for various DL loads in WiMAX, for he load dependency in WLAN he reader is referred o [8]. 1) WiMAX: The duraion of he DL par akes is maximum for he nework enry process if DL/-UL-MAP, UCD, DCD (wihin DL-burs #1) and (he larges) RSP message (DLburs #2) are ransmied ogeher in one DL subframe. Eq. 1 gives he duraion of he DL subframe: WiMAX-DL = symbol {S FCH,DL-MAP +S preamble +S DL-PUSC +S DL-FUSC }, where he number of symbols S DL-PUSC/FUSC, he number of occupied slos N slo, and he symbol duraion symbol are specified below: N slo S DL-PUSC = 2 [symbols], N DL-PUSC N slo S DL-FUSC = [symbols], N DL-FUSC N slo = L bursx [Bye] 8 [bi/bye] c m [bi/daa-sc] 48 [daa-sc/slo] symbol = (1+G) N FFT n BW. Table I summarizes seleced parameers and heir values according o IEEE e OFDMA [15] and he mobile profiles from he specificaion of he WiMAX Forum [12]. C. IEEE Timing Issues The maximum duraion of VoIP ransmissions in WLAN occurs, when AP and saion (STA) apply he mos robus daa rae. Depending on he siuaion wheher packes are awaiing heir ransmission in UL as well as DL or in one of he direcions only, he power save (PS) signaling and is duraion changes., (1)

4 AP STA WiMAX Fig. 3. wai UL VoIP PwrM=0 up More=1 rand(0,cwmin) DIFS DL VoIP DLDaa TWLANmax rand(0,cwmin) DIFS Null Daa PwrM=1 down WiMAX WLAN PS signaling wih up- and downlink ransmission TABLE II WLANmax (ms) FOR IEEE G ERP OFDM Residual ime of WiMAX frame [ms] QAM-2/3, 64QAM-3/4 16QAM-1/2, 16QAM-3/4, 64QAM-1/2 QPSK-3/4 QPSK-1/2 WLAN hreshold, up & downlink raffic WLAN hreshold, downlink raffic only 1 VoIP packe (Mbi/s) Null daa in DL in UL in UL & DL each Fig WiMAX bandwidh [MHz] Available residual ime of WiMAX frame Fig. 3 shows he wors case, which consiss of he wakeup, he exchange of one VoIP packe in UL and DL, and finally he sleep signaling. For his, Eq. 2 specifies he maximum acive duraion in WLAN: where: WLANmax = up + DLdaa + down, (2) up = wai DLdaa = { VoIP pk in UL, Null else, { 0 no pk in DL, DIFS + VoIP + + else, down = DIFS + Null + +. Table II gives he maximum acive communicaion duraion for IEEE g ERP OFDM (parameers as in [7], [16]), for he cases of no raffic, a packe in each direcion only, and for boh up- and downlink. For he cases wih presen VoIP raffic, he highes values for he mos robus MCS wih 6 Mbps have been seleced as hresholds (highlighed in grey). V. DISCUSSION OF RESULTS A. WiMAX Neighbor Discovery The firs sep of he heerogeneous opporunisic approach ackles he neighbor discovery of a WiMAX nework. Hereby, we shorly derive consrains for he selecion of he scanning inerval similar o he work in [7]. On he one hand, he scanning duraion will be maximized in order o speed up he WiMAX discovery process, i.e., o minimize he number of required scanning aemps. On he oher hand, we propose o say below he packe inergeneraion ime for he considered VoIP raffic, which is in his case 20 ms, in order o no induce large addiional delays. Moreover, he scan inerval mus no be equal o one or o muliples of he WiMAX frame sizes, since hen he periodiciy leads o problems in finding he oher nework. In [7] i is described ha inervals wih prime numbers fulfill his las requiremen. Overall, his leads o an opimal scanning inerval size of 19ms. Wih he choice of his inerval value, a WiMAX nework in a specific frequency band will be found in jus one scanning inerval if he WiMAX frame size (T WiMAX ) is equal or smaller han 12.5ms, which is he case for mobile WiMAX wih of 5ms frames. Wih T WiMAX of 20ms, Equaion 4 in [7] holds and resuls in a maximum of 2, 3, and 4 scanning aemps wih 5 percen probabiliy each, while jus a single aemp is required in 85 percen of he cases. Compared o he ask of finding anoher WLAN AP ([7]), he number of required scanning aemps for WiMAX is very low and can be seen as an uncriical par of he nework enry process. B. Single MS: Feasible Parameer Space for Mobile WiMAX Once he neighbor discovery has been compleed, all furher seps of our approach require he MS o say for he DL subframes wihin he WiMAX cell (cf. Secion IV-A). Now, when he MS says in WiMAX for he duraion of he DL subframe, a residual duraion occurs, which is analyzed in he following. Since we assume ha his residual ime span is used for WLAN communicaion, residual has o be greaer han he WLAN hresholds defined in Secion IV-C. residual = T frame WiMAX-DL > T WLANmax (3) The residual ime values were calculaed for all combinaions of channel bandwidhs and MCSs (for DL-burs #2) lised in Table I. Fig. 4 shows he resuls for he case of no oher DL-load in WiMAX: he residual ime of he WiMAX frame says far above he WLAN hresholds for all parameer combinaions. Thus, our approach is feasible if no oher raffic is presen. C. Muli-MS Case: Load-Dependency The las par deals wih he influence of background raffic in he WiMAX DL subframe, i.e., BS serves also oher MSs. This furher reduces he ime span ha is uilized o swich o WLAN. We idenify he performance limis for his duraion as a funcion of presen raffic in he WiMAX DL subframe.

5 forum as well as WLAN such ha QoS consrains even of realime raffic such as VoIP are no violaed. The resuls furher moivae research regarding he suppor of real-ime raffic over wo RATs via single ransceiver chains, hereby focusing on differen reasons for he usage of alernaive pahs. In order o handle much differen siuaions (e.g., regarding wireless channel condiions or bursy background raffic), boh in WiMAX and WLAN, we will consider differen policies for he prioriizaion of he iming beween he wo access echnologies. For example, i may be imporan in oher scenarios o give more channel access ime o WLAN (i.e., prioriize he ranspor of VoIP daa) and pospone subsequen seps of he WiMAX nework enry process (in he valid range of he IEEE sandard) insead. Fig. 5. Residual ime wih differen levels of WiMAX DL load TABLE III MAXIMUM WIMAX DL LOAD (IN PERCENT OF FRAME SIZE) WLANmax Frame Duraion [ms] ms ms We define he maximum WiMAX DL load L max as fracion of T frame, under which he iming consrains of our soluion sill work: L max = 1 WLAN max T frame. (4) Table III gives he resuls for various WiMAX frame sizes and boh WLAN hresholds. If T frame is far below he VoIP packeizaion inerval, i is prey likely ha here is only one packe waiing in UL or DL. In his case, he smaller WLANhreshold applies. For larger T frame above 10ms, he second WLAN hreshold is likely. Overall, for e OFDMA wih 5ms frames, our soluion is applicable if he DL par consumes no more han 63.9 percen of he frame duraion (or 3.2ms). Fig. 5 finally connecs he resuls wih and wihou oher DL raffic graphically: he upper edge of he inclined plane represens he case wih no oher background raffic (and QPSK-1/2 MCS for all messages). Dependen on he WiMAX parameer combinaion, here is sill space for oher 18.1 percen (3.5MHz bandwidh) and 39.9 percen (10MHz) of he WiMAX frame for he DL load. VI. CONCLUSIONS AND FUTURE RESEARCH This paper presened a sandard-complian approach enabling ongoing WLAN communicaion as well as he WiMAX nework enry using only a single, shared ransceiver chain for boh. Thereby, we alernae boh echnologies on small ime scales. The evaluaion of he novel scheme highlighed he iming consrains for WLAN and WiMAX. Our resuls idenify he limis for differen mobile profiles of he WiMAX NOWLEDGMENTS This work has been parially suppored by he projecs EU- COAST (FP7-ICT ), MEVICO (BMBF 01BU1014), as well as EU-TREND (FP7-ICT ). REFERENCES [1] X. Yan, Y. A. Sekercioglu, and S. Narayanan, A survey of verical handover decision algorihms in Fourh Generaion heerogeneous wireless neworks, Compuer Neworks, vol. 54, no. 11, pp , [2] M. Hollick, P. Mogre, C. Scho, and R. Seinmez, Slow and seady: Modelling and performance analysis of he nework enry process in IEEE , in IEEE IWQoS 2007, jun. 2007, pp [3] U. Ramacher, Sofware-defined radio prospecs for mulisandard mobile phones, Compuer, vol. 40, pp , [4] Produc Brief: PMB 2008, SMARTiTM WiMAX Single-chip dualband WiMAX / WLAN RF Transceiver IC wih sandard I&Q inerface, Infineon Technologies AG. [Online]. Available: hp:// [5] Produc Brief: Inel Cenrino Wireless-N + WiMAX 6150, Inel. [Online]. Available: hp:// [6] H.-H. Choi, O. Song, Y.-K. Park, and J.-R. Lee, Performance evaluaion of opporunisic verical handover considering on-off characerisics of VoIP raffic, Vehicular Technology, IEEE Transacions on, vol. 59, no. 6, pp , July [7] M. Emmelmann, S. Wiehöler, and H.-T. Lim, Opporunisic scanning: Inerrupion-free nework opology discovery for wireless mesh neworks, in IEEE WoWMoM, Kos, Greece, Jun. 2009, pp [8], Influence of nework load on he performance of opporunisic scanning, in IEEE LCN, Zurich, Swizerland, Oc. 2009, pp [9] M. Emmelmann, S. Wiehöler, and H.-T. Lim, Coninuous nework discovery using opporunisic scanning, European Paen PCT/EP 2010/ , pending. [10] J. G. Aallah and M. Ismail, Fuure 4G fron-ends enabling smooh verical handovers, Circuis and Devices Magazine, IEEE, vol. 22, no. 1, pp. 6 15, [11] Nokia Siemens Neworks, Improving 4G coverage and capaciy indoors and a hospos wih LTE femocells, Whiepaper, [12] WiMAX Forum, Mobile Sysem Profile Specificaion, Release 1.5, Common Par, WiMAX Forum, Tech. Rep. WMF-T R015v01, Augus [13] S. Shin and H. Schulzrinne, Measuremen and analysis of he VoIP capaciy in IEEE WLAN, Mobile Compuing, IEEE Transacions on, vol. 8, no. 9, pp , Sep [14] A. Markopoulou, F. Tobagi, and M. Karam, Loss and delay measuremens of Inerne backbones, Compu. Commun., vol. 29, no. 10, pp , June [15] : IEEE Sandard for Local and meropolian area neworks, Par 16: Air Inerface for Broadband Wireless Access Sysems, IEEE Sd., May [16] IEEE , Wireless LAN Medium Access Conrol (MAC) and Physical Layer (PHY) Specificaions, IEEE Sd , June 2007.

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

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

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

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

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

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

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

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

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

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

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

A Tool for Multi-Hour ATM Network Design considering Mixed Peer-to-Peer and Client-Server based Services

A Tool for Multi-Hour ATM Network Design considering Mixed Peer-to-Peer and Client-Server based Services A Tool for Muli-Hour ATM Nework Design considering Mied Peer-o-Peer and Clien-Server based Services Conac Auhor Name: Luis Cardoso Company / Organizaion: Porugal Telecom Inovação Complee Mailing Address:

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

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

DCF/DSDMA: Enhanced DCF with SDMA Downlink Transmissions for WLANs

DCF/DSDMA: Enhanced DCF with SDMA Downlink Transmissions for WLANs DCF/DSDMA: Enhanced DCF wih SDMA Downlink Transmissions for WLANs Ruizhi Liao, oris ellala, Crisina Cano and Miquel Oliver NeTS Research Group Deparmen of Informaion and Communicaion Technologies Universia

More information

Performance Evaluation of Implementing Calls Prioritization with Different Queuing Disciplines in Mobile Wireless Networks

Performance Evaluation of Implementing Calls Prioritization with Different Queuing Disciplines in Mobile Wireless Networks Journal of Compuer Science 2 (5): 466-472, 2006 ISSN 1549-3636 2006 Science Publicaions Performance Evaluaion of Implemening Calls Prioriizaion wih Differen Queuing Disciplines in Mobile Wireless Neworks

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

! 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

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

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

Opportunistic Flooding in Low-Duty-Cycle Wireless Sensor Networks with Unreliable Links

Opportunistic Flooding in Low-Duty-Cycle Wireless Sensor Networks with Unreliable Links 1 in Low-uy-ycle Wireless Sensor Neworks wih Unreliable Links Shuo uo, Suden Member, IEEE, Liang He, Member, IEEE, Yu u, Member, IEEE, o Jiang, Suden Member, IEEE, and Tian He, Member, IEEE bsrac looding

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

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

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

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

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

An Improved Square-Root Nyquist Shaping Filter

An Improved Square-Root Nyquist Shaping Filter An Improved Square-Roo Nyquis Shaping Filer fred harris San Diego Sae Universiy fred.harris@sdsu.edu Sridhar Seshagiri San Diego Sae Universiy Seshigar.@engineering.sdsu.edu Chris Dick Xilinx Corp. chris.dick@xilinx.com

More information

Performance Characterisation of the MCNS DOCSIS 1.0 CATV Protocol with Prioritised First Come First Served Scheduling

Performance Characterisation of the MCNS DOCSIS 1.0 CATV Protocol with Prioritised First Come First Served Scheduling 1 Performance Characerisaion of he MCNS OCSIS 1.0 CTV Proocol wih Prioriised Firs Come Firs Served Scheduling V.Sdralia, C.Smyhe, P.Tzerefos, S.Cvekovic bsrac The Mulimedia Cable Neworks Sysems (MCNS)

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

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

Network Slicing for Ultra-Reliable Low Latency Communication in Industry 4.0 Scenarios

Network Slicing for Ultra-Reliable Low Latency Communication in Industry 4.0 Scenarios 1 Nework Slicing for Ulra-Reliable Low Laency Communicaion in Indusry 4.0 Scenarios Anders Ellersgaard Kalør, René Guillaume, Jimmy Jessen Nielsen, Andreas Mueller, and Pear Popovski arxiv:1708.09132v1

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

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

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

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

Delayed reservation decision in optical burst switching networks with optical buffers. Title. Li, GM; Li, VOK; Li, CY; Wai, PKA

Delayed reservation decision in optical burst switching networks with optical buffers. Title. Li, GM; Li, VOK; Li, CY; Wai, PKA Tile Delayed reservaion decision in opical burs swiching neworks wih opical buffers Auhor(s) Li, GM; Li, VOK; Li, CY; Wai, PKA Ciaion The 3rd nernaional Conference on Communicaions and Neworking in China

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

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

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

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

Quantitative macro models feature an infinite number of periods A more realistic (?) view of time

Quantitative macro models feature an infinite number of periods A more realistic (?) view of time INFINIE-HORIZON CONSUMPION-SAVINGS MODEL SEPEMBER, Inroducion BASICS Quaniaive macro models feaure an infinie number of periods A more realisic (?) view of ime Infinie number of periods A meaphor for many

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

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

Video Content Description Using Fuzzy Spatio-Temporal Relations

Video Content Description Using Fuzzy Spatio-Temporal Relations Proceedings of he 4s Hawaii Inernaional Conference on Sysem Sciences - 008 Video Conen Descripion Using Fuzzy Spaio-Temporal Relaions rchana M. Rajurkar *, R.C. Joshi and Sananu Chaudhary 3 Dep of Compuer

More information

The Effects of Multi-Layer Traffic on the Survivability of IP-over-WDM Networks

The Effects of Multi-Layer Traffic on the Survivability of IP-over-WDM Networks The Effecs of Muli-Layer Traffic on he Survivabiliy of IP-over-WDM Neworks Peera Pacharinanakul and David Tipper Graduae Telecommunicaions and Neworking Program, Universiy of Pisburgh, Pisburgh, PA 15260,

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

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

Definition and examples of time series

Definition and examples of time series Definiion and examples of ime series A ime series is a sequence of daa poins being recorded a specific imes. Formally, le,,p be a probabiliy space, and T an index se. A real valued sochasic process is

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

User Adjustable Process Scheduling Mechanism for a Multiprocessor Embedded System

User Adjustable Process Scheduling Mechanism for a Multiprocessor Embedded System Proceedings of he 6h WSEAS Inernaional Conference on Applied Compuer Science, Tenerife, Canary Islands, Spain, December 16-18, 2006 346 User Adjusable Process Scheduling Mechanism for a Muliprocessor Embedded

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

M(t)/M/1 Queueing System with Sinusoidal Arrival Rate

M(t)/M/1 Queueing System with Sinusoidal Arrival Rate 20 TUTA/IOE/PCU Journal of he Insiue of Engineering, 205, (): 20-27 TUTA/IOE/PCU Prined in Nepal M()/M/ Queueing Sysem wih Sinusoidal Arrival Rae A.P. Pan, R.P. Ghimire 2 Deparmen of Mahemaics, Tri-Chandra

More information

MB86297A Carmine Timing Analysis of the DDR Interface

MB86297A Carmine Timing Analysis of the DDR Interface Applicaion Noe MB86297A Carmine Timing Analysis of he DDR Inerface Fujisu Microelecronics Europe GmbH Hisory Dae Auhor Version Commen 05.02.2008 Anders Ramdahl 0.01 Firs draf 06.02.2008 Anders Ramdahl

More information

RECENT advancements in vehicular communication and

RECENT advancements in vehicular communication and Reliabiliy-oriened Opimizaion of Compuaion Offloading for Cooperaive Vehicle-Infrasrucure Sysems Jianshan Zhou, Daxin Tian, Senior Member, IEEE, Yunpeng Wang, Zhengguo Sheng, Xuing Duan, and Vicor C.M.

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

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

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

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

EP2200 Queueing theory and teletraffic systems

EP2200 Queueing theory and teletraffic systems EP2200 Queueing heory and eleraffic sysems Vikoria Fodor Laboraory of Communicaion Neworks School of Elecrical Engineering Lecure 1 If you wan o model neworks Or a comple daa flow A queue's he key o help

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

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

Y. Tsiatouhas. VLSI Systems and Computer Architecture Lab

Y. Tsiatouhas. VLSI Systems and Computer Architecture Lab CMOS INEGRAED CIRCUI DESIGN ECHNIQUES Universiy of Ioannina Clocking Schemes Dep. of Compuer Science and Engineering Y. siaouhas CMOS Inegraed Circui Design echniques Overview 1. Jier Skew hroughpu Laency

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

1. Function 1. Push-button interface 4g.plus. Push-button interface 4-gang plus. 2. Installation. Table of Contents

1. Function 1. Push-button interface 4g.plus. Push-button interface 4-gang plus. 2. Installation. Table of Contents Chaper 4: Binary inpus 4.6 Push-buon inerfaces Push-buon inerface Ar. no. 6708xx Push-buon inerface 2-gang plus Push-buon inerfacechaper 4:Binary inpusar. no.6708xxversion 08/054.6Push-buon inerfaces.

More information

Selective Offloading in Mobile Edge Computing for the Green Internet of Things

Selective Offloading in Mobile Edge Computing for the Green Internet of Things EDGE COMPUTING FOR THE INTERNET OF THINGS Selecive Offloading in Mobile Edge Compuing for he Green Inerne of Things Xinchen Lyu, Hui Tian, Li Jiang, Alexey Vinel, Sabia Maharjan, Sein Gjessing, and Yan

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

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

Research Article A Priority-Based CSMA/CA Mechanism to Support Deadline-Aware Scheduling in Home Automation Applications Using IEEE

Research Article A Priority-Based CSMA/CA Mechanism to Support Deadline-Aware Scheduling in Home Automation Applications Using IEEE Hindawi Publishing Corporaion Inernaional Journal of Disribued Sensor Neworks Volume 213, Aricle ID 13984, 12 pages hp://dx.doi.org/1.1155/213/13984 Research Aricle A Prioriy-Based CSMA/CA Mechanism o

More information

Modeling of IEEE in a Cluster of Synchronized Sensor Nodes

Modeling of IEEE in a Cluster of Synchronized Sensor Nodes Modeling of IEEE 802.15.4 in a Cluser of Synchronized Sensor Nodes Kenji Leibniz, Naoki Wakamiya, and Masayuki Muraa Graduae School of Informaion Science and Technology, Osaka Universiy, 1-5 Yamadaoka,

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

source managemen, naming, proecion, and service provisions. This paper concenraes on he basic processor scheduling aspecs of resource managemen. 2 The

source managemen, naming, proecion, and service provisions. This paper concenraes on he basic processor scheduling aspecs of resource managemen. 2 The Virual Compuers A New Paradigm for Disribued Operaing Sysems Banu Ozden y Aaron J. Goldberg Avi Silberschaz z 600 Mounain Ave. AT&T Bell Laboraories Murray Hill, NJ 07974 Absrac The virual compuers (VC)

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

V103 TRIPLE 10-BIT LVDS TRANSMITTER FOR VIDEO. General Description. Features. Block Diagram

V103 TRIPLE 10-BIT LVDS TRANSMITTER FOR VIDEO. General Description. Features. Block Diagram General Descripion The V103 LVDS display inerface ransmier is primarily designed o suppor pixel daa ransmission beween a video processing engine and a digial video display. The daa rae suppors up o SXGA+

More information

MORPHOLOGICAL SEGMENTATION OF IMAGE SEQUENCES

MORPHOLOGICAL SEGMENTATION OF IMAGE SEQUENCES MORPHOLOGICAL SEGMENTATION OF IMAGE SEQUENCES B. MARCOTEGUI and F. MEYER Ecole des Mines de Paris, Cenre de Morphologie Mahémaique, 35, rue Sain-Honoré, F 77305 Fonainebleau Cedex, France Absrac. In image

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

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

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

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

An Efficient Delivery Scheme for Coded Caching

An Efficient Delivery Scheme for Coded Caching 201 27h Inernaional Teleraffic Congress An Efficien Delivery Scheme for Coded Caching Abinesh Ramakrishnan, Cedric Wesphal and Ahina Markopoulou Deparmen of Elecrical Engineering and Compuer Science, Universiy

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

PERFORMANCE OF TCP CONGESTION CONTROL IN UAV NETWORKS OF VARIOUS RADIO PROPAGATION MODELS

PERFORMANCE OF TCP CONGESTION CONTROL IN UAV NETWORKS OF VARIOUS RADIO PROPAGATION MODELS PERFORMANCE OF TCP CONGESTION CONTROL IN UAV NETWORKS OF VARIOUS RADIO PROPAGATION MODELS Jun Peng Elecrical Engineering Deparmen, Universiy of Texas Rio Grande Valley, Edinburg, Texas, USA ABSTRACT Unmanned

More information

Software Stacks for Mixed-critical Applications: Consolidating IEEE AVB and Time-triggered Ethernet in Next-generation Automotive Electronics

Software Stacks for Mixed-critical Applications: Consolidating IEEE AVB and Time-triggered Ethernet in Next-generation Automotive Electronics Sofware Sacks for Mixed-criical Applicaions: Consolidaing IEEE 8.1 and Time-riggered Eherne in Nex-generaion Auomoive Elecronics Soeren Rumpf, Till Seinbach, Franz Korf, Thomas C. Schmid Deparmen of Compuer

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

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

PHY and MAC Performance Evaluation of IEEE a WLAN over Fading Channels

PHY and MAC Performance Evaluation of IEEE a WLAN over Fading Channels PHY and MAC Performance Evaluaion of IEEE 802.11a WLAN over Fading Channels Hiroyuki Yomo, Cong Huan Nguyen, Persefoni Kyrisi, Tien Duc Nguyen, Shyam S. Chakrabory, and Ramjee Prasad Absrac This paper

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

Coded Caching in a Multi-Server System with Random Topology

Coded Caching in a Multi-Server System with Random Topology Coded Caching in a Muli-Server Sysem wih Random Topology iish Mial, Deniz Gündüz and Cong Ling Deparmen of Elecrical and Elecronic Engineering, Imperial College London Email: {n.mial, d.gunduz, c.ling}@imperial.ac.uk

More information

An HTTP Web Traffic Model Based on the Top One Million Visited Web Pages

An HTTP Web Traffic Model Based on the Top One Million Visited Web Pages An HTTP Web Traffic Model Based on he Top One Million Visied Web Pages Rasin Pries, Zsol Magyari, Phuoc Tran-Gia Universiy of Würzburg, Insiue of Compuer Science, Germany Email: {pries,rangia}@informaik.uni-wuerzburg.de

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

An Analytic Study of Tuning Systems Parameters in IEEE e Enhanced Distributed Channel Access

An Analytic Study of Tuning Systems Parameters in IEEE e Enhanced Distributed Channel Access An Analyic Sudy of Tuning Sysems Parameers in IEEE 80.11e Enhanced Disribued Channel Access Ye Ge Dep of Elecrical Engineering Ohio Sae Universiy Columbus, OH 310 Email: ge.1@osu.edu Jennifer C. Hou D

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

A High Efficiency MAC Protocol for WLANs: Providing Fairness in Dense Scenarios

A High Efficiency MAC Protocol for WLANs: Providing Fairness in Dense Scenarios A High Efficiency MAC Proocol for WLANs: Providing Fairness in Dense Scenarios Luis Sanabria-Russo, Jaume Barcelo, Boris Bellala, Francesco Gringoli arxiv:42.395v2 [cs.ni] Nov 5 Absrac Collisions are a

More information

Mobile Communications Chapter 7: Wireless LANs

Mobile Communications Chapter 7: Wireless LANs Mobile Communicaion Technology according o IEEE Local wireless neworks WLAN 802.11 WiFi 802.11a 802.11h 802.11i/e/ /w 802.11b 802.11g Mobile Communicaions Chaper 7: Wireless LANs Characerisics IEEE 802.11

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

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

Utility-Based Hybrid Memory Management

Utility-Based Hybrid Memory Management Uiliy-Based Hybrid Memory Managemen Yang Li Saugaa Ghose Jongmoo Choi Jin Sun Hui Wang Onur Mulu Carnegie Mellon Universiy Dankook Universiy Beihang Universiy ETH Zürich While he memory fooprins of cloud

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

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