R&D White Paper WHP 120. Digital on-channel repeater for DAB. Research & Development BRITISH BROADCASTING CORPORATION.

Size: px
Start display at page:

Download "R&D White Paper WHP 120. Digital on-channel repeater for DAB. Research & Development BRITISH BROADCASTING CORPORATION."

Transcription

1 R&D Whie Paper WHP 120 Sepember 2005 Digial on-channel repeaer for DAB A. Wiewiorka and P.N. Moss Research & Developmen BRITISH BROADCASTING CORPORATION

2

3 BBC Research & Developmen Whie Paper WHP 120 A. Wiewiorka and P.N. Moss Digial on-channel repeaer for DAB Absrac The provision of full coverage o he public can be a difficul ask in erresrial broadcasing. Someimes, due o echnical challenges and cos consrains, i may no be possible o deploy convenional signal disribuion o ransmiing saions. In hese cases an on-channel repeaer may be he only viable opion. This paper describes a BBC digial on-channel repeaer designed o exend he coverage of DAB services, believed o be he firs device of his kind esed for broadcasing purposes in he UK. The uni receives a signal from a disan ransmier and re-broadcass an amplified and slighly delayed version of i on he same frequency. In order o avoid insabiliy caused by parasiic coupling beween he receiving and ransmiing anennas, sray ransmied signals are cancelled by an adapive filer wih a Leas-Mean-Square esimaor. The heory of operaion is explained and hardware implemenaion is discussed. Resuls of a field rial are also presened. This documen was originally published in he Proceedings of he Inernaional Broadcasing Convenion, Sepember BBC All righs reserved.

4 Whie Papers are disribued freely on reques. Auhorisaion of he Chief Scienis is required for publicaion. BBC All righs reserved. Excep as provided below, no par of his documen may be reproduced in any maerial form (including phoocopying or soring i in any medium by elecronic means) wihou he prior wrien permission of BBC Research & Developmen excep in accordance wih he provisions of he (UK) Copyrigh, Designs and Paens Ac The BBC grans permission o individuals and organisaions o make copies of he enire documen (including his copyrigh noice) for heir own inernal use. No copies of his documen may be published, disribued or made available o hird paries wheher by paper, elecronic or oher means wihou he BBC's prior wrien permission. Where necessary, hird paries should be direced o he relevan page on BBC's websie a hp:// for a copy of his documen.

5 DIGITAL ON-CHANNEL REPEATER FOR DAB A. Wiewiorka and P.N. Moss BBC Research & Developmen, UK ABSTRACT The provision of full coverage o he public can be a difficul ask in erresrial broadcasing. Someimes, due o echnical challenges and cos consrains, i may no be possible o deploy convenional signal disribuion o ransmiing saions. In hese cases an on-channel repeaer may be he only viable opion. This paper describes a BBC digial on-channel repeaer designed o exend he coverage of DAB services, believed o be he firs device of his kind esed for broadcasing purposes in he UK. The uni receives a signal from a disan ransmier and re-broadcass an amplified and slighly delayed version of i on he same frequency. In order o avoid insabiliy caused by parasiic coupling beween he receiving and ransmiing anennas, sray ransmied signals are cancelled by an adapive filer wih a Leas-Mean-Square esimaor. The heory of operaion is explained and hardware implemenaion is discussed. Resuls of a field rial are also presened. INTRODUCTION Ensuring maximum possible coverage of erresrial broadcas services can be echnically difficul and expensive. The line-of-sigh naure of modern broadcasing imposes he requiremen for a large number of ransmiers as well as a complicaed signal disribuion sysem involving UHF, microwave, saellie, or cable links. Apar from he problems of opography, here may also be issues of co-exisence wih oher operaors, who migh own or conrol suiable ransmier sies or he means of signal disribuion. In circumsances when radiional soluions for coverage exension canno be deployed, an on-channel repeaer may be he only viable alernaive. The BBC firs idenified he poenial need for on-channel repeaers in relaion o hole-filling in he coverage of is Digial Audio Broadcasing (DAB) services. An on-channel repeaer reransmis a signal on he same frequency as i receives, so ha no frequency ranslaion is required, as is he case in RF or saellie links. However, due o unwaned coupling beween he receiving and he ransmiing anennas, he device can also receive is own oupu, hus causing insabiliy and relaxaion oscillaions. For his reason analogue on-channel repeaers require large anenna isolaion and are suiable mainly for poin-o-poin links raher han broadcas purposes such as DAB. The device described in his paper employs suiably adaped echo cancellaion echniques used exensively in digial signal processing for audio applicaions. Alhough hese mehods have been known for a considerable ime, a commercially viable implemenaion using digial hardware running a he speed required for digial broadcasing only became possible around The heory of operaion is explained in he nex secion, ogeher wih he mahemaical basis of he adoped soluion. The imporan aspecs of operaional use, such as he suiabiliy of a ransmier sie are addressed. Boh analogue RF and digial design issues and consrains are presened followed by he descripion of he adoped implemenaion. Finally he resuls of a field es are shown and discussed.

6 THEORY OF OPERATION An on-channel repeaer receives a weak signal hrough a receiving anenna and reradiaes an amplified version of his signal, on he same frequency, using anoher anenna. Due o he physical proximiy beween he anennas, as well as reflecions off he ground and nearby objecs, here may be a significan amoun of unwaned feedback from he oupu of he repeaer ino is inpu. If no removed, such feedback causes insabiliy and relaxaion oscillaions ha render he signal unusable. s() Weak Received Signal x() ε() Unwaned Feedback Adapive Filer h Filer Esimaor Decorrelaing Delay Reference Signal y() Srong Transmied Signal In-band inerference from adjacen channel Figure 1 Simplified block diagram of an on-channel repeaer. The cancellaion of parasiic feedback is performed by an adapive finie impulse response filer which models he pah beween he anennas. The filer impulse response h can be esimaed using correlaion mehods, provided ha he delay hrough he sysem is sufficienly long o avoid he effecs of auocorrelaion. In oher words, he reransmied signal, and hence he feedback, mus be uncorrelaed wih he received signal, so ha i can be unambiguously idenified. In fac, apar from delayed ε(), y() may conain a number of inerfering signals such as inermodulaion producs from he power amplifier or even inermodulaion producs from adjacen channels, if presen. The simples, and in mos cases enirely sufficien, mehod of esimaing filer aps is he Leas Mean Square (LMS) algorihm. Given he inpu x() and oupu y(), he objecive is o minimize he error ε(), leaving only he received signal s(). This signal is recovered by subracing from x() he oupu y() filered by h, as shown below: ε ( ) = x( ) h T y...(1) Vecor y conains y(), y(-1) o y(-k-1) where K is he lengh of h. Ideally all remnans of y() are removed from x(), and he energy in ε() is minimized. In order o achieve his goal he filer aps h mus be esimaed. Firs he expecaion of squared magniude of ε() is defined and differeniaed wih respec o h: E 2 T 2 ε ( ) = E x( ) h y...(2) d E ε ( ) dh 2 T * * { y [ x( ) h y ] } = E[ y ε ( ) ] = E...(3) The aps are hen updaed wih an appropriaely scaled conjugae of he insananeous value of he derivaive: h = h λε...(4) * 1 + ( ) y The value of λ is chosen as a compromise beween he speed of convergence and signal-o-

7 noise raio. In pracice, faser convergence allows he algorihm o follow rapid changes in he feedback pah caused by Doppler pahs and muliple reflecions, a he expense of increased noise in he filer ap esimaes h, which affecs feedback cancellaion. Similarly, in he case of slow convergence and in he presence of Doppler, ε() may conain a significan remnan of y(), also causing insabiliy. Because he level of his residual feedback is proporional o he loop gain of ε, he amoun of Doppler variabiliy in x() imposes an upper limi on he gain of he repeaer. As discussed in Marple (1), convergence also depends on he eigenvalues of he covariance marix R yy =E(yy*). Opimal behaviour occurs when all eigenvalues are equal, bu if R yy is no full rank, or some eigenvalues are close o zero, convergence is significanly impaired. One of he consequences of poor convergence migh be large amouns of noise generaed in unused areas near he edges of he Nyquis band. For his reason, he choice of sampling rae has o be carefully addressed and bes resuls are achieved if he inpu signal is noiselike in naure. In conras, oher algorihms such as Fas Recursive Leas Squares esimae he auocorrelaion of he recovered signal and have assured convergence properies (1). Implemenaion of Fas RLS is however considerably more demanding of hardware resources. THE ON-CHANNEL REPEATER AND THE DAB COVERAGE PROBLEM The reasons for filling gaps in coverage of a broadcas service can be divided ino wo broad caegories: Coverage exension: If signal srengh is insufficien in a paricular area, he repeaer can be used as an addiional ransmier in he Single Frequency Nework (SFN). In his case he repeaer mus have good inpu sensiiviy. If he area o be covered is large, he required gain could be as high as 100dB. Hole-filling: Signal srengh is sufficien bu signals on adjacen channels are so srong ha domesic receivers may no have sufficien dynamic range o recover he waned channel successfully. In exreme cases, in areas very close o adjacen channel ransmiers, he inermodulaion producs from he adjacen channels inerfere direcly wih he waned signal even hough specral mask requiremens have been fulfilled. When used in such an environmen, he repeaer mus exhibi very large dynamic range and very good seleciviy. Indeed, he device mus remove he inermodulaion producs of cosied adjacen channels ha arrive a is inpu ogeher wih he unwaned feedback. To do his he use of a common anenna feed is necessary. Figure 2 shows ypical signal levels observed in an area of Noingham, UK, where he waned signal on channel 12B is 43dB below he adjacen Level (db) 0 Minimum received signal ha mees EN50248: B kHz 12C Criical mask for 12C Frequency (MHz) Figure 2 Recepion condiions in he presence of a srong adjacen channel.

8 channel 12C. According o EN50248:2001, Secion 7.3.3, a consumer DAB receiver mus be able o decode a signal surrounded by adjacen channels a +30dB and cope wih any signals 5MHz away from he cenre frequency a +40dB. Even before allowing an addiional margin of 10dB for fading, i is clear ha he signal on 12B is unlikely o be decoded by a ypical commercial receiver. A decision on wheher o deploy an on-channel repeaer should be based on he measuremen of anenna isolaion A A and he minimum received signal srengh P RX. Given he arge power P TX, he power of inermodulaion producs P IP from adjacen channels (if any), and he cancellaion capabiliy of he repeaer A R, he esimae of signal o inerference raio S is: P TX P IP = S AA AR PRX 10log (db)...(5) To ensure sabiliy S should no be smaller han 15dB. In he absence of inermodulaion his amoun of feedback corresponds o approximaely 3dB peak-o-peak ripple in frequency response of he sysem and is seen by a DAB receiver as addiional delayed componens of he channel response. Large amouns of uncorrelaed inerference and noise can also be oleraed because DAB uses differenial QPSK modulaion which produces 10-3 bi error rae a 11dB carrier-o-noise raio. The saisics of OFDM signals are noise-like and hus ideal for processing wih an LMS algorihm. Anoher advanage is he exisence of he guard inerval, 246µs in he case of DAB mode I, approximaely one fifh of symbol duraion. This allows he repeaer o inroduce a processing delay sufficien boh o cancel disan reflecions and o decorrelae he feedback signal from he inpu signal. On he oher hand, he delay mus be shor enough no o disurb he operaion of he DAB single frequency nework. I is expeced ha some receivers ha do no posiion heir FFT window o include all significan componens of he channel response may exhibi problems wih ime synchronisaion. IMPLEMENTATION Performance requiremens The repeaer was designed for a ypical siuaion shown in Figure 3. A is main inpu, fed from he receiving anenna, he device should cope wih a parasiic feedback o received raio of 30dB, while he cancellaion of his feedback should be a 45 o 50dB in order no o degrade he signal o noise raio of he recovered signal. If he repeaer is co-sied wih an adjacen channel ransmier, he preferred soluion is o ransmi from he same anenna as he adjacen channel. The reference inpu of he repeaer can hen be fed wih a combined Adjacen channel Feedback o received raio Received Reransmied Residual Level (db) Adjacen channel Cancellaion of parasiic feedback Frequency Figure 3 Design crieria for he on-channel repeaer.

9 signal ransmied hrough he anenna ha conains no only he waned bu also he adjacen channel, so ha is inermodulaion producs can be cancelled as well, avoiding undesirable re-radiaion. This is a consequence of he fac ha signal y() in Figure 1 need no be relaed o he recovered signal ε(). Indeed hose wo signals mus no be correlaed wihin he ime period equal o he lengh of he adapive filer. The adjacen channel signals can be up o 53dB larger han he received waned signal, imposing sringen requiremens on seleciviy of filers, lineariy of mixers and dynamic range of digial-o-analogue converers. A furher consrain affecing he design of he digial filers is he requiremen o keep he processing delay as shor as possible, preferably below 20µs, i.e. less han one enh of he guard inerval. Circui descripion The prooype on-channel repeaer is implemened as a single hardware uni wih a 0dBm oupu driver. Reference Inpu RF Filer Main Inpu RF Filer Band III Local Oscillaor IF Filer LO IF Filer A D C A D C Subsampling and filering 20MHz Subsampling and filering LMS Esimaor Adapive Filer Embedded Processor AGC Digial Processing D Upsampling A C 20MHz Figure 4 Block diagram of he BBC digial on-channel repeaer. USB Inerface Signal Monioring Oupu 0dBm RF Filer LO The waned DAB signal on Band III, received using a direcional anenna, is fed ino he main inpu of he repeaer uni. The firs module is an RF filer designed primarily o rejec an image frequency before downconversion. A high level mixer is hen used o conver o a 20MHz IF where a high order LC IF filer is applied o remove mos of he energy of he adjacen channels. The received signal may of course be buried under a feedback signal some 30dB sronger. In addiion, he unfilered remnans of he adjacen channels mus also be accommodaed in order o avoid clipping. Consequenly, he design of he mixer and IF filer mus ensure he lowes disorion and he highes dynamic range wihin he waned bandwidh before he signal is digiised. The signal is sampled by a 14-bi analogue-o-digial converer running a 80MHz so ha he quanisaion noise is spread over he enire Nyquis bandwidh of 40MHz resuling in he effecive signal o noise raio of 93dB wih respec o full scale wihin he useful 1536kHz bandwidh. Once in he digial domain, he signal is convered o complex baseband, filered and subsampled o 1.66MHz. I should be noed ha adjacen ensembles are separaed by as lile as 176kHz, which imposes a sharp filer roll-off, resuling in non-linear group delay performance of he repeaer a he edge of he ensemble. There follows a feedback cancellaion block, which renders he signal suiable for re-broadcasing. The oupu level is

10 sabilised by he AGC module, which is appropriaely gaed o avoid gain changes during he DAB null symbol. The signal is hen upsampled, mixed up o an IF of 20MHz and convered back o analogue in a 16-bi converer. All digial processing is performed in a single Field Programmable Gae Array (FPGA) device, which execues approximaely 3 billion fixed-poin muliplicaions per second. A furher up-conversion o Band III is followed by an image rejecion band-pass filer and a 0dBm driver sage. This signal can hen be roued o an exernal RF power amplifier and RF channel filer, and combined wih he main ransmier oupu carrying an adjacen channel or direcly applied o he ransmiing anenna. The reference signal obained from a coupler in he anenna feed is processed in an idenical manner o he main signal, as described above, up o and including he digial downconversion and filering. The nex sage is he adapive filer which produces he cancellaion signal subraced from he main inpu. Filer aps are calculaed in an LMS esimaor module. The signal levels are moniored by an embedded microprocessor in he FPGA ha conrols he behaviour of he AGC circuiry. If an abnormal condiion is deeced, such as an overload or signal disconnecion, he oupu of he repeaer is reduced or mued. Imporan parameers, such as he lengh of he adapive filer and he oupu signal level, can be adjused by means of a USB inerface, which is also used during field ess for real-ime monioring of filer aps and oher inernal signals on a lapop compuer. A DAB demodulaor was implemened in sofware and used o assess he qualiy of he specrum and consellaion of he reransmied signal. LABORATORY TESTS In order o evaluae he repeaer performance, a number of laboraory measuremens and experimens were carried ou a he home of BBC R&D in Kingswood Warren, Surrey, UK. Firs, an HP11759D channel simulaor was used o measure he abiliy of he adapive filer o rack dynamically varying feedback beween anennas. Differen saic and Doppler channels wih muliple reflecions were successfully cancelled by he repeaer, depending on he speed of convergence and gain parameers. For example, feedback cancellaion of 34dB could be achieved for channels wih Doppler pahs varying a 10Hz, equivalen o 13km/h a 225MHz. During anoher es, involving a reransmission of 1W of DAB hrough a roofop anenna, cancellaion levels of 50dB were reached wih he ransmied signal 30dB larger han he original received signal a he main inpu. Since no significan variabiliy of he parasiic feedback was observed, he Doppler handling capabiliy could o be reduced o 0.8Hz, sufficien o follow vibraions of he anennas caused by wind as well as movemen of disan objecs. FIELD TRIAL The firs field es of he BBC on-channel repeaer was conduced a he Mapperley Ridge ransmier sie in Noingham, UK. The sie, conaining a 1kW ERP ransmier for channel 12C (227.36MHz), was chosen due o problems in recepion of channel 12B ( MHz) from Walham 30km away. Referring back o Figure 2, he raio of powers of signals 12B and 12C was oo high o allow reliable recepion wihin a 3.5km radius of he Mapperley sie. Thus he objecive was o ransmi a 5W ERP signal on channel 12B, having received i from Walham using a 3-elemen Yagi mouned on he ransmier mas. As shown in Figure 5 he oupu of he repeaer a 0dBm was fed ino a 40W DAB amplifier. The signal hen passed hrough a 6-caviy Kahrein channel filer o a 10dB coupler o be combined wih he signal on 12C. The reference signal was obained from a 47dB coupler.

11 47dB coupler +30dBm Reference Inpu Main Inpu On-Channel Repeaer 12B DAB Power Amplifier Channel Filer 10dB coupler Lapop Compuer Adjacen Channel Transmier 12C Figure 5 On-channel repeaer a Mapperley Ridge. A Mapperley Ridge he isolaion beween he receiving and ransmiing anenna was measured a 77dB, and he 12B signal from Walham was a 40dBm. The oal gain required for 12B, including he 10dB coupler and feeder loss, was 70dB o produce +30dBm oupu. The isolaion was observed o change wih ime, possibly due o weaher condiions, such as rain, fog and moisure on he ground. Figure 6 shows he specrum obained from he receiving anenna. The signal on 12B is a sum of he feedback from he ransmiing anenna and he original signal received from Walham. I can be seen from Figure 7, which shows he signal a he ransmiing anenna, ha he specrum of he 12B ensemble is fla, which indicaes ha he parasiic feedback has been removed. No noiceable degradaion of signal-o-noise raio was observed. A recepion survey confirmed ha he repeaer enabled successful demodulaion of 12B in he viciniy of he Mapperley Ridge sie. Due o he modes gain requiremen and higher han expeced anenna isolaion, he full capabiliy of he repeaer was no exercised. The measured level of cancelled inerfering signal was, depending on weaher condiions, 1dB o 7dB lower han he level received from Walham. This should be compared o he resul quoed in he previous secion, where he feedback was 30dB higher han he waned signal. However, an aemp o re-broadcas wihou cancellaion would have resuled in insabiliy, or a bes in very non-linear frequency response. I was also observed ha, alhough he repeaer inroduced a delay of only 20µs, some DAB receivers used for he recepion survey had occasional problems wih ime synchronisaion in areas where he signals from Walham and Mapperley Ridge were of comparable srengh. Furher work is needed o quanify how pervasive his problem migh be. CONCLUSIONS AND FUTURE WORK The BBC prooype of a digial on-channel repeaer demonsraed he suiabiliy of digial echo cancellaion echniques for exending coverage of OFDM broadcas services. Effecive anenna isolaion was increased by up o 50dB, sufficien o achieve significan sysem gain values while mainaining good signal-o-noise raio. No problems wih sabiliy were observed during field ess, as parasiic anenna coupling was changing very slowly, largely due o weaher condiions. A similar, bu compuaionally more powerful, repeaer can also be designed for DVB-T, bu he mulilevel QAM modulaion imposes sricer limis on signal-o-noise raio. Hence, he sysem gain canno be as high as in he case of DAB, especially if 64-QAM is used. To

12 achieve faser and more precise racking of feedback, oher algorihms, such as Fas RLS could be implemened, a he expense of much greaer compuaional complexiy. REFERENCES 1. Marple, S. L. Jr., Digial Specral Analysis wih Applicaions, Prenice Hall,1987, ISBN ETS , Radio Broadcasing sysems: Digial Audio Broadcasing (DAB) o mobile, porable and fixed receivers. 3. EN50248:2001, Characerisics of DAB Receivers. dbm Rx anenna "Tx ON" B Sar: Sop: Res BW: 100 Vid BW: 30 Sweep: 10 9h Feb 2005 Figure 6 Signal a he receiving anenna (afer 30dB coupler). 2 12C dbm Tx anenna "47dB" 1 12B Sar: MHz Sop: MHz Res BW: 100 Vid BW: 30 Sweep: 10 9h Feb C Figure 7 Signal a he ransmiing anenna (afer 47dB coupler).

13

DO NOT COPY DO NOT COPY DO NOT COPY DO NOT COPY

DO NOT COPY DO NOT COPY DO NOT COPY DO NOT COPY 676 Chaper 8 Sequenial Logic Design Pracices 8.9.8 Synchronizing High-Speed Daa Transfers A very common problem in compuer sysems is synchronizing exernal daa ransfers wih he compuer sysem clock. A simple

More information

Overview ECE 553: TESTING AND TESTABLE DESIGN OF. Ad-Hoc DFT Methods Good design practices learned through experience are used as guidelines:

Overview ECE 553: TESTING AND TESTABLE DESIGN OF. Ad-Hoc DFT Methods Good design practices learned through experience are used as guidelines: ECE 553: TESTING AND TESTABLE DESIGN OF DIGITAL SYSTEMS Design for Tesabiliy (DFT) - 1 Overview Definiion Ad-hoc mehods Scan design Design rules Scan regiser Scan flip-flops Scan es sequences Overhead

More information

Adaptive Down-Sampling Video Coding

Adaptive Down-Sampling Video Coding Adapive Down-Sampling Video Coding Ren-Jie Wang a, Ming-Chen Chien ab and Pao-Chi Chang* a a Dep. of Communicaion Engineering, Naional Cenral Univ., Jhongli, Taiwan; b Dep. of Elecrical Engineering, Chin

More information

Measurement of Capacitances Based on a Flip-Flop Sensor

Measurement of Capacitances Based on a Flip-Flop Sensor Sensors & Transducers ISSN 1726-5479 26 by IFSA hp://www.sensorsporal.com Measuremen of Capaciances Based on a Flip-Flop Sensor Marin KOLLÁR Deparmen of Theoreical Elecroechnics and Elecrical Measuremen,

More information

-To become familiar with the input/output characteristics of several types of standard flip-flop devices and the conversion among them.

-To become familiar with the input/output characteristics of several types of standard flip-flop devices and the conversion among them. Experimen 6 Sequenial Circuis PART A: FLIP FLOPS Objecive -To become familiar wih he inpu/oupu characerisics of several ypes of sandard flip-flop devices and he conversion among hem. References Donald

More information

Communication Systems, 5e

Communication Systems, 5e Communicaion Sysems, 5e Chaper 3: Signal Transmission and Filering A. Bruce Carlson aul B. Crilly 010 The McGraw-Hill Companies Chaper 3: Signal Transmission and Filering Response of LTI sysems Signal

More information

Nonuniform sampling AN1

Nonuniform sampling AN1 Digial Alias-free Signal Processing Applicaion Noes Nonuniform sampling AN1 Sepember 2001 1 Inroducion To process signals digially, hey obviously have o be presened in he appropriae digial forma. Therefore

More information

A Turbo Tutorial. by Jakob Dahl Andersen COM Center Technical University of Denmark

A Turbo Tutorial. by Jakob Dahl Andersen COM Center Technical University of Denmark A Turbo Tuorial by Jakob Dahl Andersen COM Cener Technical Universiy of Denmark hp:\\www.com.du.dk/saff/jda/pub.hml Conens. Inroducion........................................................ 3 2. Turbo

More information

Monitoring Technology

Monitoring Technology Monioring Technology IT ine Monior IR 9112/710, IS 9112/711, IS 9112/712 varimeer 0244240 Circui diagram IR 9112/710 IS 9112/712 According o IEC/EN 60 255, DIN VDE 0435-303, IEC/EN 61 557 For rooms used

More information

MULTI-VIEW VIDEO COMPRESSION USING DYNAMIC BACKGROUND FRAME AND 3D MOTION ESTIMATION

MULTI-VIEW VIDEO COMPRESSION USING DYNAMIC BACKGROUND FRAME AND 3D MOTION ESTIMATION MULTI-VIEW VIDEO COMPRESSION USING DYNAMIC BACKGROUND FRAME AND 3D MOTION ESTIMATION Manoranjan Paul, Junbin Gao, Michael Anoolovich, and Terry Bossomaier School of Compuing and Mahemaics, Charles Sur

More information

TRANSFORM DOMAIN SLICE BASED DISTRIBUTED VIDEO CODING

TRANSFORM DOMAIN SLICE BASED DISTRIBUTED VIDEO CODING Journal of Engineering Science and Technology Vol. 6, No. 5 (2011) 542-550 School of Engineering, Taylor s Universiy TRANSFORM DOMAIN SLICE BASED DISTRIBUTED VIDEO CODING A. ELAMIN*, VARUN JEOTI, SAMIR

More information

2015 Communication Guide

2015 Communication Guide 2015 Communicaion Guide Polarec, LLC 46 Safford Sree Lawrence, MA 01841 Inquiries: info@polarec.com POLARTEC.COM 2015 Communicaion Guide Welcome 1 Overview 2 The Polarec Brand Collecion of Fabrics 3 Polarec

More information

4.1 Water tank. height z (mm) time t (s)

4.1 Water tank. height z (mm) time t (s) 4.1 Waer ank (a) A cylindrical ank conains 8 ml of waer. A = (minues) a hole is punched in he boom, and waer begins o flow ou. I akes exacly 1 seconds for he ank o empy. Draw he graph of he amoun of waer

More information

Removal of Order Domain Content in Rotating Equipment Signals by Double Resampling

Removal of Order Domain Content in Rotating Equipment Signals by Double Resampling Removal of Order Domain Conen in Roaing Equipmen Signals by Double Resampling By: Charles L. Groover Marin W. Trehewey Deparmen of Mechanical and Nuclear Engineering Penn Sae Universiy Universiy Park,

More information

10. Water tank. Example I. Draw the graph of the amount z of water in the tank against time t.. Explain the shape of the graph.

10. Water tank. Example I. Draw the graph of the amount z of water in the tank against time t.. Explain the shape of the graph. 1. Waer ank The graph A cylindrical ank conains ml of waer. A = (minues) a hole is punched in he boom, and waer begins o flow ou. I akes exacly 1 seconds for he ank o empy. Example I. Draw he graph of

More information

application software

application software applicaion sofware Dimmer KNX: 1, 3 and 4-fold Elecrical/Mechanical characerisics: see produc user manual Produc reference Produc designaion Applicaion sofware ref TP device Radio device TXA661A TXA661B

More information

TEA2037A HORIZONTAL & VERTICAL DEFLECTION CIRCUIT

TEA2037A HORIZONTAL & VERTICAL DEFLECTION CIRCUIT APPLICATION NOTE HORIZONTAL & VERTICAL DEFLECTION CIRCUIT By B. D HALLUIN SUMMARY Page I INTRODUCTION....................................................... 2 II FUNCTIONAL DESCRIPTION OF................................

More information

application software

application software applicaion sofware Dimmer KNX: 2 and 4 oupus Elecrical/Mechanical characerisics: see produc user manual Produc reference Produc designaion Applicaion sofware ref TP device Radio device TXA662AN 2-fold

More information

LATCHES Implementation With Complex Gates

LATCHES Implementation With Complex Gates LECTURE 7 SEUENTIAL MOS LOGIC CIRCUITS Implemenaion Wih Primiive Gaes Lecure Goals * Undersand and be able o design: laches and flip-flops implemened wih primiive gaes laches and flip-flops implemened

More information

THE INCREASING demand to display video contents

THE INCREASING demand to display video contents IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 23, NO. 2, FEBRUARY 2014 797 Compressed-Domain Video Reargeing Jiangyang Zhang, Suden Member, IEEE, Shangwen Li, Suden Member, IEEE, andc.-c.jaykuo,fellow, IEEE

More information

THERMOELASTIC SIGNAL PROCESSING USING AN FFT LOCK-IN BASED ALGORITHM ON EXTENDED SAMPLED DATA

THERMOELASTIC SIGNAL PROCESSING USING AN FFT LOCK-IN BASED ALGORITHM ON EXTENDED SAMPLED DATA XIX IMEKO World Congress Fundamenal and Applied Merology Sepember 6 11, 9, Lisbon, Porugal THERMOELASTIC SIGNAL PROCESSING USING AN FFT LOCK-IN BASED ALGORITHM ON EXTENDED SAMPLED DATA L. D Acquiso 1,

More information

Telemetrie-Messtechnik Schnorrenberg

Telemetrie-Messtechnik Schnorrenberg Funcion Descripion of Digial Telemery 1. Digial Telemery Sysems 1.1 Telemery Sysems wih PCM-Technology For he wireless ransmission of several informaion channels, several differen RF ransmission frequencies

More information

Advanced Handheld Tachometer FT Measure engine rotation speed via cigarette lighter socket sensor! Cigarette lighter socket sensor FT-0801

Advanced Handheld Tachometer FT Measure engine rotation speed via cigarette lighter socket sensor! Cigarette lighter socket sensor FT-0801 Advanced Handheld Tachomeer Measure engine roaion speed via cigaree ligher socke sensor! Cigaree ligher socke sensor FT-0801 Advanced Handheld Tachomeer Roaion pulse no needed. Roaion speed measured via

More information

Evaluation of a Singing Voice Conversion Method Based on Many-to-Many Eigenvoice Conversion

Evaluation of a Singing Voice Conversion Method Based on Many-to-Many Eigenvoice Conversion INTERSEECH 2013 Evaluaion of a Singing Voice Conversion Mehod Based on Many-o-Many Eigenvoice Conversion Hironori Doi 1, Tomoki Toda 1, Tomoyasu Nakano 2, Masaaka Goo 2, Saoshi Nakamura 1 1 Graduae School

More information

G E T T I N G I N S T R U M E N T S, I N C.

G E T T I N G I N S T R U M E N T S, I N C. G E T T I N G I N S T R U M E N T S, I N C. WWW.GETTINGINSTRUMENTS.COM SAN DIEGO, CA 619-855-1246 DUAL MODE ANALOG / DIGITAL STIMULUS ISOLATION UNIT MODEL 4-AD INSTRUCTION MANUAL GETTING INSTRUMENTS, INC.

More information

Enabling Switch Devices

Enabling Switch Devices Enabling Swich Devices A4EG A4EG Enabling Grip Swich wih Disinc Feel for Three Easily Discernible Posiions The difficul ask of configuring safey circuis is now easily achieved by combining he A4EG wih

More information

Coded Strobing Photography: Compressive Sensing of High-speed Periodic Events

Coded Strobing Photography: Compressive Sensing of High-speed Periodic Events IEEE TRANSACTIONS ON ATTERN ANALYSIS AND MACHINE INTELLIGENCE 1 Coded Srobing hoography: Compressive Sensing of High-speed eriodic Evens Ashok Veeraraghavan, Member, IEEE, Dikpal Reddy, Suden Member, IEEE,

More information

EX 5 DIGITAL ELECTRONICS (GROUP 1BT4) G

EX 5 DIGITAL ELECTRONICS (GROUP 1BT4) G EX 5 IGITAL ELECTRONICS (GROUP BT4) G Afer compleing he ask and sudying Unis 2., 2.2, 2.3 and 2.4, you will be able o (ick all ha apply): Explain he concep of memory in digial sysems and why we alk abou

More information

Novel Power Supply Independent Ring Oscillator

Novel Power Supply Independent Ring Oscillator Novel Power Supply Independen Ring Oscillaor MOHAMMAD HASSAN MONTASERI, HOSSEIN MIAR NAIMI ECE Deparmen Babol Universiy of Technology Shariay S, Babol, Mazandaran IRAN mh.monaseri@gmail.com Absrac: - A

More information

Drivers Evaluation of Performance of LED Traffic Signal Modules

Drivers Evaluation of Performance of LED Traffic Signal Modules Civil Engineering Sudies Transporaion Engineering Series No. 120 Traffic Operaions Lab Series No. 5 UILU-ENG-2002-2010 ISSN-0917-9191 Drivers Evaluaion of Performance of LED Traffic Signal Modules By Rahim

More information

Besides our own analog sensors, it can serve as a controller performing variegated control functions for any type of analog device by any maker.

Besides our own analog sensors, it can serve as a controller performing variegated control functions for any type of analog device by any maker. SENSOR CTROERS SERIES High-funcional Digial Panel Conroller / Inpu Bes parner for analog sensors 2 Analog Inpu Versaile conrol wih analog sensors Besides our own analog sensors, i can serve as a conroller

More information

A ROBUST DIGITAL IMAGE COPYRIGHT PROTECTION USING 4-LEVEL DWT ALGORITHM

A ROBUST DIGITAL IMAGE COPYRIGHT PROTECTION USING 4-LEVEL DWT ALGORITHM Inernaional Journal of Advanced Technology in Engineering and Science wwwiaescom Volume No, Issue No, November 4 ISSN online: 348 755 A ROBUST DIGITAL IMAGE COPYRIGHT PROTECTION USING 4-LEVEL DWT ALGORITHM

More information

Circuit Breaker Ratings A Primer for Protection Engineers

Circuit Breaker Ratings A Primer for Protection Engineers Circui Breaker Raings A Primer for Proecion Engineers Bogdan Kaszenny, Schweizer Engineering Laboraories, Inc. Joe Rosron, Souhern Saes, LLC Absrac This paper explains he asymmerical shor-circui inerruping

More information

Personal Computer Embedded Type Servo System Controller. Simple Motion Board User's Manual (Advanced Synchronous Control) -MR-EM340GF

Personal Computer Embedded Type Servo System Controller. Simple Motion Board User's Manual (Advanced Synchronous Control) -MR-EM340GF Personal Compuer Embedded Type Servo Sysem Conroller Simple Moion Board User's Manual (Advanced Synchronous Conrol) -MR-EM340GF SAFETY PRECAUTIONS (Read hese precauions before using his produc.) Before

More information

Determinants of investment in fixed assets and in intangible assets for hightech

Determinants of investment in fixed assets and in intangible assets for hightech Nunes, P., Serrasqueiro, Z., & Maos, A. (2017). Deerminans of invesmen in fixed asses and in inangible asses for high-ech firms. Journal of Inernaional Sudies, 10(1), 173-179. doi:10.14254/2071-8330.2017/10-1/12

More information

A Methodology for Evaluating Storage Systems in Distributed and Hierarchical Video Servers

A Methodology for Evaluating Storage Systems in Distributed and Hierarchical Video Servers A Mehodology for Evaluaing Sorage Sysems in Disribued and Hierarchical Video Servers William Tezlaff, Marin Kienzle, Dinkar Siaram BM T. J. Wason Research Cener Yorkown Heighs, NY 10598 Absrac Large scale

More information

Solution Guide II-A. Image Acquisition. Building Vision for Business. MVTec Software GmbH

Solution Guide II-A. Image Acquisition. Building Vision for Business. MVTec Software GmbH Soluion Guide II-A Image Acquisiion MVTec Sofware GmbH Building Vision for Business Overview Obviously, he acquisiion of s is a ask o be solved in all machine vision applicaions. Unforunaely, his ask mainly

More information

First Result of the SMA Holography Experirnent

First Result of the SMA Holography Experirnent Firs Resul of he SMA Holography Experirnen Xiaolei Zhang Peer Brako Dan Oberlander Nimesh Pae1 Tirupai K. Sridharan A4nony A. Sark December 11, 1996 Submillimeer Array Memorandum, No. 102 Absrac This memo

More information

Source and Channel Coding Issues for ATM Networks y. ECSE Department, Rensselaer Polytechnic Institute, Troy, NY 12180, U.S.A

Source and Channel Coding Issues for ATM Networks y. ECSE Department, Rensselaer Polytechnic Institute, Troy, NY 12180, U.S.A Source and Channel Coding Issues for ATM Neworks y V.Parhasarahy, J.W.Modesino and K.S.Vasola ECSE Deparmen, Rensselaer Polyechnic Insiue, Troy, NY 12180, U.S.A Email: ParhasarahyV@indy.ce.com, fmodesin,vasolag@ecse.rpi.edu

More information

LABORATORY COURSE OF ELECTRONIC INSTRUMENTATION BASED ON THE TELEMETRY OF SEVERAL PARAMETERS OF A REMOTE CONTROLLED CAR

LABORATORY COURSE OF ELECTRONIC INSTRUMENTATION BASED ON THE TELEMETRY OF SEVERAL PARAMETERS OF A REMOTE CONTROLLED CAR Proceedings, XVII IMEKO World Congress, June 22 27, 2003, Dubrovnik, Croaia XVII IMEKO World Congress Merology in he 3rd Millennium June 22 27, 2003, Dubrovnik, Croaia LABORATORY COURSE OF ELECTRONIC INSTRUMENTATION

More information

DIGITAL MOMENT LIMITTER. Instruction Manual EN B

DIGITAL MOMENT LIMITTER. Instruction Manual EN B DIGITAL MOMENT LIMITTER Insrucion Manual EN294 1379 B FORWARD Thank you very much for your purchasing Minebea s Momen Limier DML 802B. This manual explains insallaion procedures and connecing mehod and

More information

UPDATE FOR DESIGN OF STRUCTURAL STEEL HOLLOW SECTION CONNECTIONS VOLUME 1 DESIGN MODELS, First edition 1996 A.A. SYAM AND B.G.

UPDATE FOR DESIGN OF STRUCTURAL STEEL HOLLOW SECTION CONNECTIONS VOLUME 1 DESIGN MODELS, First edition 1996 A.A. SYAM AND B.G. REF: ASI TN006 Version ASI Head Office Level 13, 99 Moun Sree Norh Sydney NSW 060 Tel: 0 9931 6666 Email: enquiries@seel.org.au (ABN)/ACN (94) 000973 839 www.seel.org.au ASI TECHNICAL NOTE TN006 V Auhors:

More information

Connecting Battery-free IoT Tags Using LED Bulbs

Connecting Battery-free IoT Tags Using LED Bulbs Connecing Baery-free IoT Tags Using LED Bulbs Domenico Giusiniano IMDEA Neworks Insiue Madrid, Spain domenico.giusiniano@imdea.org Ambuj Varshney Uppsala Universiy Uppsala, Sweden ambuj.varshney@i.uu.se

More information

Lab 2 Position and Velocity

Lab 2 Position and Velocity b Lab 2 Posiion and Velociy Wha You Need To Know: Working Wih Slope In las week s lab you deal wih a lo of graphing ideas. You will coninue o use one of hese ideas in his week s lab, namely slope. Howeer,

More information

On Mopping: A Mathematical Model for Mopping a Dirty Floor

On Mopping: A Mathematical Model for Mopping a Dirty Floor On Mopping: A Mahemaical Model for Mopping a Diry Floor Connor Palaucci McGill Universiy Faculy of Engineering Absrac Several imes in my life I have been old ha mopping he floor is no a valid mehod of

More information

A Delay-efficient Radiation-hard Digital Design Approach Using CWSP Elements

A Delay-efficient Radiation-hard Digital Design Approach Using CWSP Elements A Delay-efficien Radiaion-hard Digial Design Approach Using SP Elemens Charu Nagpal Rajesh Garg Sunil P Khari Deparmen of EE, Texas A&M Universiy, College Saion TX 77843. Absrac In his paper, we presen

More information

A Delay-efficient Radiation-hard Digital Design Approach Using CWSP Elements

A Delay-efficient Radiation-hard Digital Design Approach Using CWSP Elements A Delay-efficien Radiaion-hard Digial Design Approach Using SP Elemens Charu Nagpal Rajesh Garg Sunil P Khari Deparmen of EE, Texas A&M Universiy, College Saion TX 77843. Absrac In his paper, we presen

More information

Solution Guide II-A. Image Acquisition. HALCON Progress

Solution Guide II-A. Image Acquisition. HALCON Progress Soluion Guide II-A Image Acquisiion HALCON 17.12 Progress The Ar of Image Acquisiion, Version 17.12 All righs reserved. No par of his publicaion may be reproduced, sored in a rerieval sysem, or ransmied

More information

SAFETY WARNING! DO NOT REMOVE THE MAINS EARTH CONNECTION!

SAFETY WARNING! DO NOT REMOVE THE MAINS EARTH CONNECTION! INTRODUCTION The GL2 coninues ALLEN & HEATH s commimen o provide high qualiy audio mixing consoles engineered o mee he exacing requiremens of oday s audio business. I brings you he laes in high performance

More information

The Art of Image Acquisition

The Art of Image Acquisition HALCON Applicaion Noe The Ar of Image Acquisiion Provided Funcionaliy Connecing o simple and complex configuraions of frame grabbers and cameras Acquiring s in various iming modes Configuring frame grabbers

More information

Digital Panel Controller

Digital Panel Controller SENSOR CTROERS SERIES Digial Panel Conroller NPS / Inpu Bes Parner for Analog Sensors 2 Analog Inpu PS-18V Power Supply Versaile Conrol wih Analog Sensors Bornier : IP 20 Applicable SUNX s analog s Laser

More information

COMPACT CWDM OPTICAL LASER TRANSMITTER for HFC & FTTH CATV & SAT DISTRIBUTIONS MHz

COMPACT CWDM OPTICAL LASER TRANSMITTER for HFC & FTTH CATV & SAT DISTRIBUTIONS MHz OPICAL CAV & SA A SEP AHEAD IN DIGIAL ELEVISION COMPAC CWDM OPICAL LASER RANSMIER for HFC & FH CAV & SA DISRIBUIONS 47-2.400 MHz mod. RL C7 SPECIALLY DESIGNED for ANALOG & DIGIAL V CHs 1550 nm CWDM DFB

More information

Region-based Temporally Consistent Video Post-processing

Region-based Temporally Consistent Video Post-processing Region-based Temporally Consisen Video Pos-processing Xuan Dong Tsinghua Universiy dongx1@mails.singhua.edu.cn Boyan Bonev UC Los Angeles bonev@ucla.edu Yu Zhu Norhwesern Polyechnical Universiy zhuyu1986@mail.nwpu.edu.cn

More information

The Art of Image Acquisition

The Art of Image Acquisition HALCON Applicaion Noe The Ar of Image Acquisiion Provided Funcionaliy Connecing o simple and complex configuraions of frame grabbers and cameras Acquiring s in various iming modes Configuring frame grabbers

More information

TUBICOPTERS & MORE OBJECTIVE

TUBICOPTERS & MORE OBJECTIVE The Mah Projecs Journal Page 1 LESSON PLAN TUBICOPTERS & MORE OBJECTIVE The goal of his lesson is wo-fol:1) Suens raw conclusions from graphs wihin conexs an 2) Suens use hese conexs o iscern he meaning

More information

AUTOCOMPENSATIVE SYSTEM FOR MEASUREMENT OF THE CAPACITANCES

AUTOCOMPENSATIVE SYSTEM FOR MEASUREMENT OF THE CAPACITANCES 6 Auocompensaive Sysem for Measuremen of he Capaciances Radioengineering ATOCOMPENSATIVE SYSTEM FOR MEASREMENT OF THE CAPACITANCES Marin KOLLÁR, Vikor ŠPÁNY, Tomáš GABAŠ Dep. of Elecronics and Mulimedia

More information

Computer Graphics Applications to Crew Displays

Computer Graphics Applications to Crew Displays Fairfield Universiy DigialCommons@Fairfield Mahemaics Faculy Publicaions Mahemaics Deparmen 8-1-1983 Compuer Graphics Applicaions o Crew Displays Joan Wyzkoski Weiss Fairfield Universiy, weiss@fairfield.edu

More information

COMPACT OPTICAL LASER TRANSMITTER for CATV - SMATV - SAT

COMPACT OPTICAL LASER TRANSMITTER for CATV - SMATV - SAT OPICAL CAV & SA A SEP AHEAD IN DIGIAL ELEVISION COMPAC OPICAL LASER RANSMIER for CAV - SMAV - SA mod. RL-C7 MODULARE OPICAL X for SMAV, CAV & SA DISRIBUIONS SPECIALLY DESIGNED for ANALOG & DIGIAL V CHs

More information

MELSEC iq-f FX5 Simple Motion Module User's Manual (Advanced Synchronous Control) -FX5-40SSC-S -FX5-80SSC-S

MELSEC iq-f FX5 Simple Motion Module User's Manual (Advanced Synchronous Control) -FX5-40SSC-S -FX5-80SSC-S MELSEC iq-f FX5 Simple Moion Module User's Manual (Advanced Synchronous Conrol) -FX5-40SSC-S -FX5-80SSC-S SAFETY PRECAUTIONS (Read hese precauions before use.) Before using his produc, please read his

More information

(12) (10) Patent N0.: US 7,260,789 B2 Hunleth et a]. (45) Date of Patent: Aug. 21, 2007

(12) (10) Patent N0.: US 7,260,789 B2 Hunleth et a]. (45) Date of Patent: Aug. 21, 2007 Unied Saes Paen US007260789B2 (12) (10) Paen N0.: US 7,260,789 B2 Hunleh e a]. (45) Dae of Paen: Aug. 21, 2007 (54) METHOD OF REAL-TIME INCREMENTAL 5,671,342 A 9/1997 Millier e a1. ZOOMING 5,745,710 A

More information

Video Summarization from Spatio-Temporal Features

Video Summarization from Spatio-Temporal Features Video Summarizaion from Spaio-Temporal Feaures Rober Laganière, Raphael Bacco, Arnaud Hocevar VIVA lab SITE - Universiy of Oawa K1N 6N5 CANADA laganier@sie.uoawa.ca Parick Lamber, Grégory Païs LISTIC Polyech

More information

Workflow Overview. BD FACSDiva Software Quick Reference Guide for BD FACSAria Cell Sorters. Starting Up the System. Checking Cytometer Performance

Workflow Overview. BD FACSDiva Software Quick Reference Guide for BD FACSAria Cell Sorters. Starting Up the System. Checking Cytometer Performance BD FACSDiva Sofware Quick Reference Guide for BD FACSAria Cell Sorers This guide conains insrucions for using BD FACSDiva sofware version 6. wih BD FACSAria cell sorers. Workflow Overview The following

More information

H3CR. Multifunctional Timer Twin Timer Star-delta Timer Power OFF-delay Timer H3CR-A H3CR-AS H3CR-AP H3CR-A8 H3CR-A8S H3CR-A8E H3CR-G.

H3CR. Multifunctional Timer Twin Timer Star-delta Timer Power OFF-delay Timer H3CR-A H3CR-AS H3CR-AP H3CR-A8 H3CR-A8S H3CR-A8E H3CR-G. Solid-sae Timer H3CR Please read and undersand his caalog before purchasing he producs. Please consul your OMRON represenaive if you have any quesions or commens. Refer o Warrany and Applicaion Consideraions

More information

CE 603 Photogrammetry II. Condition number = 2.7E+06

CE 603 Photogrammetry II. Condition number = 2.7E+06 CE 60 Phoogrammery II Condiion number.7e06 CE 60 Phoogrammery II Condiion number.8 CE 60 Phoogrammery II CE 60 Phoogrammery II CE 60 Phoogrammery II CE 60 Phoogrammery II CE 60 Phoogrammery II Simulaed

More information

Trinitron Color TV KV-TG21 KV-PG21 KV-PG14. Operating Instructions M70 M61 M40 P70 P (1)

Trinitron Color TV KV-TG21 KV-PG21 KV-PG14. Operating Instructions M70 M61 M40 P70 P (1) 4-084-17-1(1) Triniron Color TV Operaing Insrucions Before operaing he uni, please read his manual horoughly and reain i for fuure reference. GB KV-TG1 KV-PG1 KV-PG14 001 Sony Corporaion M70 M61 M40 P70

More information

Q = OCM Pro. Very Accurate Flow Measurement in partially and full filled Pipes and Channels

Q = OCM Pro. Very Accurate Flow Measurement in partially and full filled Pipes and Channels Q = Σ i i i OCM Pro Very ccurae Flow Measuremen in parially and full filled Pipes and Channels OCM Pro New in he Field of Flow Measuremen Measuremen of he Real Flow Velociy Profile Spaial llocaion of Single

More information

USB TRANSCEIVER MACROCELL INTERFACE WITH USB 3.0 APPLICATIONS USING FPGA IMPLEMENTATION

USB TRANSCEIVER MACROCELL INTERFACE WITH USB 3.0 APPLICATIONS USING FPGA IMPLEMENTATION USB TRANSCEIVER MACROCELL INTERFACE WITH USB 3.0 APPLICATIONS USING FPGA IMPLEMENTATION T Mahendra 1, N Mohan Raju 2, K Paramesh 3 Absrac The Universal Serial Bus(USB) Transceiver Macro cell Inerface (UTMI)

More information

Truncated Gray-Coded Bit-Plane Matching Based Motion Estimation and its Hardware Architecture

Truncated Gray-Coded Bit-Plane Matching Based Motion Estimation and its Hardware Architecture 1530 IEEE Transacions on onsumer Elecronics, Vol. 55, No. 3, AUGUST 2009 Truncaed Gray-oded Bi-Plane Maching Based Moion Esimaion and is Hardware Archiecure Anıl Çelebi, Suden Member, IEEE, Orhan Akbulu,

More information

MELODY EXTRACTION FROM POLYPHONIC AUDIO BASED ON PARTICLE FILTER

MELODY EXTRACTION FROM POLYPHONIC AUDIO BASED ON PARTICLE FILTER 11h Inernaional Sociey for Music Informaion Rerieval Conference (ISMIR 010) MELODY EXTRACTION FROM POLYPHONIC AUDIO BASED ON PARTICLE FILTER Seokhwan Jo Chang D. Yoo Deparmen of Elecrical Engineering,

More information

United States Patent (19) Gardner

United States Patent (19) Gardner Unied Saes Paen (19) Gardner 4) MICRPRGRAM CNTRL UNITS (7) Invenor: Peer Lyce Gardner, Tolebank, England (73) Assignee: Inernaional Business Machines Corporaion, Armonk, N.Y. 22 Filed: Nov. 13, 197 (21)

More information

TLE Overview. High Speed CAN FD Transceiver. Qualified for Automotive Applications according to AEC-Q100

TLE Overview. High Speed CAN FD Transceiver. Qualified for Automotive Applications according to AEC-Q100 High Speed CAN FD Transceiver 1 Overview Qualified for Auomoive Applicaions according o AEC-Q100 Feaures Fully complian o ISO 11898-2 (2016) and SAE J2284-4/-5 Reference device and par of Ineroperabiliy

More information

Student worksheet: Spoken Grammar

Student worksheet: Spoken Grammar Grammar o go! Language healh-check Suden workshee: Spoken Grammar Time for your language healh-check. Find ou how Grammar Scan can help you achieve greaer accuracy. Firs do he diagnosic ess o check your

More information

LCD Module Specification

LCD Module Specification LCD Module Specificaion Model: LG128643-SMLYH6V Table of Conens COVER & CONTENTS 1 BASIC SPECIFICATIONS 2 ABSOLUTE MAXIMUM RATINGS 3 ELECTRICAL CHARACTERISTICS 4 OPERATING PRINCIPLES & METHODES 7 DISPLAY

More information

SMD LED Product Data Sheet LTSA-G6SPVEKT Spec No.: DS Effective Date: 10/12/2016 LITE-ON DCC RELEASE

SMD LED Product Data Sheet LTSA-G6SPVEKT Spec No.: DS Effective Date: 10/12/2016 LITE-ON DCC RELEASE Produc Daa Shee Spec No.: DS35-2016-0088 Effecive Dae: 10/12/2016 Revision: - LITE-ON DCC RELEASE BNS-OD-FC001/A4 LITE-ON Technology Corp. / Opoelecronics No.90,Chien 1 Road, Chung Ho, New Taipei Ciy 23585,

More information

VECM and Variance Decomposition: An Application to the Consumption-Wealth Ratio

VECM and Variance Decomposition: An Application to the Consumption-Wealth Ratio Inernaional Journal of Economics and Finance; Vol. 9, No. 6; 2017 ISSN 1916-971X E-ISSN 1916-9728 Published by Canadian Cener of Science and Educaion VECM and Variance Decomposiion: An Applicaion o he

More information

TLE9251V. 1 Overview. High Speed CAN Transceiver. Qualified for Automotive Applications according to AEC-Q100. Features

TLE9251V. 1 Overview. High Speed CAN Transceiver. Qualified for Automotive Applications according to AEC-Q100. Features TLE9251V 1 Overview Qualified for Auomoive Applicaions according o AEC-Q100 Feaures PG-TSON-8 Fully complian o ISO 11898-2 (2016) and SAE J2284-4/-5 Reference device and par of Ineroperabiliy Tes Specificaion

More information

f, I f, f, t t A Tale of Two Cities : A Study of Conference Room Videoconf erencing I ELEI{TE)ENLE 0nulo Telepresence Project

f, I f, f, t t A Tale of Two Cities : A Study of Conference Room Videoconf erencing I ELEI{TE)ENLE 0nulo Telepresence Project . T. T T f, f, f, ELE{TE)ENLE 0nulo Telepresence Projec A Tale of Two Ciies : A Sudy of Conference Room Videoconf erencing Gale Mooe OMARTO TELEPRESEN CE P RO E CT December'1994 T T l Execuive S ln lae

More information

Real-time Facial Expression Recognition in Image Sequences Using an AdaBoost-based Multi-classifier

Real-time Facial Expression Recognition in Image Sequences Using an AdaBoost-based Multi-classifier Real-ime Facial Expression Recogniion in Image Sequences Using an AdaBoos-based Muli-classifier Chin-Shyurng Fahn *, Ming-Hui Wu, and Chang-Yi Kao * Naional Taiwan Universiy of Science and Technology,

More information

TLE6251D. Data Sheet. Automotive Power. High Speed CAN-Transceiver with Bus Wake-up. Rev. 1.0,

TLE6251D. Data Sheet. Automotive Power. High Speed CAN-Transceiver with Bus Wake-up. Rev. 1.0, High Speed CAN-Transceiver wih Bus Wake-up Daa Shee Rev. 1.0, 2012-07-27 Auomoive Power Table of Conens 1 Overview....................................................................... 3 2 Block Diagram...................................................................

More information

Automatic Selection and Concatenation System for Jazz Piano Trio Using Case Data

Automatic Selection and Concatenation System for Jazz Piano Trio Using Case Data Proceedings of he 48h ISCIE Inernaional Symposium on Sochasic Sysems Theory and Is Applicaions Fukuoka, Nov. 4-5, 2016 Auomaic Selecion and Concaenaion Sysem for Jazz Piano Trio Using Case Daa Takeshi

More information

Physics 218: Exam 1. Sections: , , , 544, , 557,569, 572 September 28 th, 2016

Physics 218: Exam 1. Sections: , , , 544, , 557,569, 572 September 28 th, 2016 Physics 218: Exam 1 Secions: 201-203, 520-529,534-538, 544, 546-555, 557,569, 572 Sepember 28 h, 2016 Please read he insrucions below, bu do no open he exam unil old o do so. Rules of he Exam: 1. You have

More information

SAFETY WITH A SYSTEM V EN

SAFETY WITH A SYSTEM V EN SAFETY WITH A SYSTEM - 1.0 EN SOFTWARE SAFE PROGRAMMING SINGLE POINT OF ENGINEERING DEELOPMENT ENIRONMENT (IDE) Wih COMBIIS sudio 6 safey machine designers can mee compliance wih IEC 61508 SIL3 and ISO/EN

More information

The Impact of e-book Technology on Book Retailing

The Impact of e-book Technology on Book Retailing The Impac of e-book Technology on Book Reailing Yabing Jiang Graduae School of Business Adminisraion Fordham Universiy yajiang@fordham.edu Evangelos Kasamakas Graduae School of Business Adminisraion Fordham

More information

AN-605 APPLICATION NOTE

AN-605 APPLICATION NOTE a AN-605 APPLICAION NOE One echnology Way P.O. Box 906 Norwood, MA 006-906 el: 7/39-4700 Fax: 7/36-703 www.analog.com Synchronizing Multiple AD95 DDS-Based Synthesizers by David Brandon INRODUCION Many

More information

TLE7251V. 1 Overview. Features. Potential applications. Product validation. High Speed CAN-Transceiver with Bus Wake-up

TLE7251V. 1 Overview. Features. Potential applications. Product validation. High Speed CAN-Transceiver with Bus Wake-up High Speed CAN-Transceiver wih Bus Wake-up 1 Overview Feaures Fully compaible o ISO 11898-2/-5 Wide common mode range for elecromagneic immuniy (EMI) Very low elecromagneic emission (EME) Excellen ESD

More information

Automatic location and removal of video logos

Automatic location and removal of video logos Auomaic locaion and removal of video logos Wei-Qi Yan 1 Jun Wang 2 Mohan S. Kankanhalli 1 1 School of Compuing Naional Universi of Singapore Singapore e-mail: {anwq mohan}@comp.nus.edu.sg 2 Facul of Elecrical

More information

Diffusion in Concert halls analyzed as a function of time during the decay process

Diffusion in Concert halls analyzed as a function of time during the decay process Audiorium Acousics 11, Dublin Diffusion in Concer halls analyzed as a funcion of ime during he decay process Claus Lynge Chrisensen & Jens Holger Rindel Odeon A/S, Lyngby, Denmark Agenda Why invesigae

More information

LCD Module Specification

LCD Module Specification LCD Module Specificaion Model No.: YG128643-SFDWH6V YG128643-BMDWH6V YG128643-LMDWH6V YG128643-FMDWH6V YG128643-FFDWH6V Table of Conens 1. BASIC SPECIFICATIONS 2 2. ABSOLUTE MAXIMUM RATINGS 3 3. ELECTRICAL

More information

TLE7251V. Data Sheet. Automotive Power. High Speed CAN-Transceiver with Bus Wake-up TLE7251VLE TLE7251VSJ. Rev. 1.0,

TLE7251V. Data Sheet. Automotive Power. High Speed CAN-Transceiver with Bus Wake-up TLE7251VLE TLE7251VSJ. Rev. 1.0, TLE7251V High Speed CAN-Transceiver wih Bus Wake-up Daa Shee Rev. 1.0, 2015-09-10 Auomoive Power Table of Conens Table of Conens................................................................ 2 1 Overview.......................................................................

More information

Signing Naturally, Teacher s Curriculum Guide, Units 7 12 Copyright 2014 Lentz, Mikos, Smith All Rights Reserved.

Signing Naturally, Teacher s Curriculum Guide, Units 7 12 Copyright 2014 Lentz, Mikos, Smith All Rights Reserved. Signing Naurally, Teacher s Curriculum Guide, Unis 7 12 Copyrigh 2014 Lenz, Mikos, Smih All Righs Reserved. No par of his book (excep brief quoaions o be included in a review) may be reproduced, sored

More information

And the Oscar Goes to...peeeeedrooooo! 1

And the Oscar Goes to...peeeeedrooooo! 1 And he Oscar Goes o...peeeeedrooooo! 1 Bey Agnani and Henry Aray 2 Universiy of Granada November, 2010 Absrac In his aricle we are ineresed in how he producion of Spanish feaure films reacs o an Oscar

More information

Commissioning EN. Inverter. Inverter i510 Cabinet 0.25 to 2.2 kw

Commissioning EN. Inverter. Inverter i510 Cabinet 0.25 to 2.2 kw Commissioning EN Inverer Inverer i510 Cabine 0.25 o 2.2 kw Conens Conens 1 General informaion 11 1.1 Read firs, hen sar 11 2 Safey insrucions 12 2.1 Basic safey measures 12 2.2 Residual hazards 13 2.3

More information

Mean-Field Analysis for the Evaluation of Gossip Protocols

Mean-Field Analysis for the Evaluation of Gossip Protocols Mean-Field Analysis for he Evaluaion of Gossip Proocols Rena Bakhshi, Lucia Cloh, Wan Fokkink, Boudewijn Haverkor Deparmen of Compuer Science, Vrije Universiei Amserdam, Amserdam, Neherlands Cenre for

More information

Philips Reseàrch Reports

Philips Reseàrch Reports VOL. 30 No. 5 OCTOBER 1975 Philips Reseàrch Repors EDITED BY THE RESEARCH LABORATORY OF N.V. PHILIPS' GLOEILAMPENFABRlEKEN. EINDHOVEN, NETHERLANDS R928 Philips Res. Reps 30, 277-290, 1975 BaFCI :Eu2+,

More information

CHEATER CIRCUITS FOR THE TESTING OF THYRATRONS

CHEATER CIRCUITS FOR THE TESTING OF THYRATRONS . AUGUST 1954 43 CHEATER CIRCUITS FOR THE TESTING OF THYRATRONS I. MEASUREMENT OF GRID CURRENT hy M. W. BROOKER *) and D. G. WARE **). 621.387: 621.385.38 The range of hyrarons now being produced commercially

More information

IN THE FOCUS: Brain Products acticap boosts road safety research

IN THE FOCUS: Brain Products acticap boosts road safety research Brain Producs Press Release Conens Issue N 3/2006 IN THE FOCUS IN THE FOCUS: Brain Producs acicap booss road safey research Brain Producs Inside Brain Producs New General Manager User Research Scienific

More information

AN ESTIMATION METHOD OF VOICE TIMBRE EVALUATION VALUES USING FEATURE EXTRACTION WITH GAUSSIAN MIXTURE MODEL BASED ON REFERENCE SINGER

AN ESTIMATION METHOD OF VOICE TIMBRE EVALUATION VALUES USING FEATURE EXTRACTION WITH GAUSSIAN MIXTURE MODEL BASED ON REFERENCE SINGER AN ESTIMATION METHOD OF VOICE TIMBRE EVALUATION VALUES USING FEATURE EXTRACTION WITH GAUSSIAN MIXTURE MODEL BASED ON REFERENCE SINGER Soichi Yamane, Kazuhiro Kobayashi, Tomoki Toda 2, Tomoyasu Nakano 3,

More information

Press Release

Press Release Press Release 3.2008 Ediorial Analyzer 2 is released, he mos complex and difficul sofware upgrade in he hisory of our company. No only he developmen eam, he whole saff gave heir bes o make his release

More information

Supercompression for Full-HD and 4k-3D (8k) Digital TV Systems

Supercompression for Full-HD and 4k-3D (8k) Digital TV Systems Supercompression for Full-HD and 4k-3D (8k Digial TV Sysems Mario Masriani Absrac In his work, we developed he concep of supercompression, i.e., compression above he compression sandard used. In his conex,

More information

Sustainable Value Creation: The role of IT innovation persistence

Sustainable Value Creation: The role of IT innovation persistence Associaion for Informaion Sysems AIS Elecronic Library (AISeL) AMCIS 2009 Proceedings Americas Conference on Informaion Sysems (AMCIS) 2009 Susainable Value Creaion: The role of IT innovaion persisence

More information