WAVE FIELD SYNTHESIS A PROMISING SPATIAL AUDIO RENDERING CONCEPT. Günther Theile* and Helmut Wittek**

Size: px
Start display at page:

Download "WAVE FIELD SYNTHESIS A PROMISING SPATIAL AUDIO RENDERING CONCEPT. Günther Theile* and Helmut Wittek**"

Transcription

1 T be published in Jurnal f the Institute f Image Infrmatin and Televisin Engineers, 2007 WAVE FIELD SYNTHESIS A PROMISING SPATIAL AUDIO RENDERING CONCEPT Günther Theile* and Helmut Wittek** * Institut für Rundfunktechnik (IRT), Germany ** Scheps Mikrfne, Germany ABSTRACT Mdern cnvlutin technlgies ffer pssibilities t vercme principle shrtcmings f ludspeaker sterephny by expliting the Wave Field Synthesis (WFS) cncept fr rendering virtual spatial characteristics f sund events. Based n the Huygens principle ludspeaker arrays reprduce a synthetic sund field arund the listener, whereby the dry audi signal is cmbined with measured r mdelled infrmatin abut the rm and the surce s psitin t enable the accurate reprductin f the surce within its acustical envirnment. Hwever, theretical and practical cnstraints f WFS systems limit the rendering accurateness and the perceived spatial audi quality t a certain degree, dependent n characteristic features and technical parameters f the sund field synthesis. Nevertheless recent develpments have already shwn that a number f applicatins culd be pssible in the near future. An attractive example is the synthesis f WFS and sterephny ffering enhanced freedm in sund design as well as imprved quality and mre flexibility in practical playback situatins fr multichannel sund mixes. Furthermre, a nvel applicatin called Binaural Sky cmbines wave field synthesis and binaural techniques. Fcused surces are rendered clse at listener s ears by means f headtracking and a WFS-array abve the listener, frming a virtual headphne. As a result, binaural (e.g. BRS) reprductin can be enjyed withut wearing a headphne and withut any ludspeakers in the listener's field f visin. 1. INTRODUCTION Three psychacustic fundamentally different spatial audi imaging methds shuld be distinguished: (Multichannel) ludspeaker sterephny Binaural recnstructin f the ear input signals Syntheses f the sund field arund the listener All knwn spatial sund systems can be traced back t ne f these methds r can cntain mixed frms theref, whereby certain advantages f the methds are being explited, respectively its disadvantages are avided, dependent n the intended applicatin area Ludspeaker sterephny This is in principle based n the characteristics f lcalizatin in the superimpsed sund field, generated by tw ludspeakers [1]. Directinal imaging is dne in the imaging area between tw adjacent ludspeakers [2]. In the case f 3/2 sterephny, with the help f surrund channels the imaging area between the frnt ludspeakers can be extended. Therefre pssibilities are ffered fr the reprductin f early lateral sund fr imaging f spatial depth as well as reverberatin, in rder t prduce the spatial impressin and the envelpment. Details are described in [3] Binaural recnstructin f the ear input signals The riginal emplyment f this methd is the knwn dummy head sterephny. It is nt intended t reprduce a suitable sund field at the reprductin lcatin. Instead, the effective ear signals at the recrding lcatin are recrded with the assistance f a dummy head and replayed in principle via headphnes. Under ideal circumstances, the reprduced binaural signals are identical t the riginal ear signals that the listener received in the recrding lcatin. In practice it is pssible t reprduce auditry events with excellent realism regarding spatial characteristics and sund clur Synthesis f the sund field arund the listener The third apprach was pursued within the framewrk f the Eurpean Research Prject CARROUSO [4]. It is based n the cncept f Wave Field Synthesis (WFS, develped at the Technical University Delft, refer e.g. [5], [6]), i.e. the representatin f a virtual surce and a virtual rm is achieved by rendering an acustically crrect sund field. The principle f WFS is based n the ludspeaker arrays which generate a cmplete sund field in the listening zne which is identical t an apprpriate real sund event (see Chapter 2). This acustical cunterpart t the ptical hlgraphy is als described as hlphny. The binaural ear input signals that are active fr the auditry event thus arise in a natural way within the sund field, cntrary t dummy head sterephny. 2. WFS PRINCIPLES AND PROPERTIES 2.1. WFS the applicatin f the Huygens Principle The Huygens principle states: If frm a pint S f a hmgeneus istrpic medium a spherical wave is emitted, ne can imagine the prcedure f the individual wave reprductin in that a particle brught int scillatin by external frces, transfers its mvements t its neighburing particles. This prcedure then cntinues symmetrically in all directins and in this way gives cause t a spherical wave... [7]. The Kirchhff-Helmhltz integral, an

2 applicatin f this fundamental principle, is used as the underlying mathematical frmulatin fr WFS. Its fundamental cnclusin is the fact that a wave field is knwn as sn as the wave frnt n a cntinuus surrunding surface is knwn. The majr step t put this thery int practice is the discretisatin f the surface t a grid f psitins and the reductin f the reprductin dimensins t the hrizntal plane. Accrdingly, the WFS principle states that a wave field in the hrizntal plane can be synthesized when the signals n the psitins f an array f transducers are knwn. An example is depicted in Figure 1: Frm sund surce S (which emits a sine impulse and is lcated in an infinitely large plane withut demarcatin f walls), a wave frnt results as illustrated in Figure 1a). If ne nw places an array f n micrphnes (M) in this primary sund field and ne reprduces the recrded micrphne signals via an equally arranged array f n ludspeakers (L) special equalizatin has t be included accrding t the relevant physical basics in a reprductin rm (Figure 1b), ne btains the synthesized wave frnt in the (red dtted) listening area. At any place in the listening area the listener perceives a virtual sund surce S, as he can mve arund freely; whilst the virtual sund surce remains crrectly lcalized in terms f its directin (see [5] r [8]). a) Listening Area Figure 2: WFS is capable f reprducing bth the stable psitins f pint surces (red and pink, dashed and dtted) and the stable directin f a plane wave (blue, slid) In cntrast t sterephny WFS is able t: - prduce virtual surces that are lcalized n the same psitin thrughut the entire listening area, refer Figure 2: The red (dashed) and pink (dtted) arrws indicate the directins f the auditry events when the red and pink virtual pint surces are reprduced. - prduce plane waves that are lcalized in the same directin thrughut the entire listening area, refer Figure 2: The blue (slid) arrws indicate the directin f the auditry event when the blue plane wave is reprduced. - enhance the lcalizatin f virtual surces and the sense f presence and envelpment thrugh a realistic reprductin f the amplitude distributin f a virtual surce. In ther wrds, when the listener is appraching the lcatin f a virtual surce the amplitude increases in a realistic way. Accrdingly, the amplitude f a plane wave - which can be seen as a surce in infinite distance - changes least n different listener psitins. - prduce fcused surces. Fcused surces that are in principal lcalized in frnt f the array. Figure 3 shws the wave frnts f a pint surce behind the array (a) and in frnt f the array (b) in a simulatin. Naturally, the lcalizatin will nt be crrect fr listening psitins between the fcus pint and the array because the sund emissin f the virtual surce ccurs here reversely. b) Figure 1: Principle f WFS a) ideal surce respnse b) typical utput f a finite WFS array 2.2. Special Prperties f WFS Thrugh WFS the sund engineer has a pwerful tl t design a sund scene. One f the mst imprtant (with respect t cnventinal techniques) nvel prperties is its utstanding capability f prviding a realistic lcalizatin f virtual surces. Typical prblems and cnstraints f a sterephnic image vanish in a WFS sund scene. Figure 3: Wave frnts f virtual surces, after [10] a: behind the array b: in frnt f the array 2

3 These prperties enable the synthesis f cmplex sund scenes which can be experienced by the listener while mving arund within the listening area. This feature can be made use f deliberately by the sund engineer t realize new spatial sund design ideas. Mrever, it has been shwn that the enhanced reslutin f the lcalizatin cmpared with sterephny [9] enables the listener t easily distinguish between different virtual surces making the sund scene significantly mre transparent. 3. WFS PRACTICAL CONSTRAINTS Nt surprisingly, in practice it is nt pssible t match all theretical requirements fr a perfect result. The rendered WFS sund field differs frm the desired sund field t sme degree fr a number f reasns (fr details see [11]): 3.1. Discreteness f the array (spatial aliasing) Spatial aliasing prduces spatial and spectral errrs f the synthesized sund field due t the discretisatin f the secndary surce distributin. The wave field is prduced errneusly abve the spatial aliasing frequency f alias which depends n the ludspeaker spacing and the surce/listener gemetry. Spatial aliasing gives rise t artefacts f cluratin and lcalizatin Reflectins f the reprductin rm A WFS array can nt render the desired sund field perfectly if reflectins f the reprductin rm prduce interference in spatial perceptin. In particular, perceptin f distance, depth and spatial impressin are affected, because fragile distance cues f synthesised surces can be dminated by the strnger distance cues generated by the array speakers. They interfere with the desired reflectin pattern f the synthesised surce. Special rm cmpensatin algrithms being under investigatin ([12], [13]) will perhaps be able t minimize this effect Restrictin t the hrizntal plane Thery des nt restrict WFS t the hrizntal plane. Hwever, the reductin f the array dimensin t the hrizntal plane is the practical apprach, having a number f cnsequences. First, virtual surces can be synthesized nly within the hrizntal plane. This includes virtual reflectins affecting the cmpleteness f a natural reflectin pattern and thus pssibly resulting in impairments f perceptin f distance, depth, spatial impressin and envelpment. Furthermre, hrizntal arrays d nt generate real spherical waves, but cylindrical waves. In the case f imaging a plane wave fr example there results an errr with respect t the level rll-ff (3dB/dubling f distance), in cmparisn with the ideal plane wave (n rll-ff) ([11], [14]) Limitatin f array dimensins (diffractin) In practical applicatins the ludspeaker array will have a finite length. Due t the finiteness f the array, diffractin waves riginate frm the edges f the ludspeaker array ([11], [14]). These cntributins appear as after-eches (and pre-eches respectively fr fcused surces), and depending n their level and time-ffset at the receiver s lcatin may give rise t cluratin. Methds t reduce these truncatin effects are knwn, e.g. by applying a tapering windw t the array signals. This means that a decreasing weight is given t the ludspeakers near the edges f the array. In this way the amunt f diffractin effects can substantially be reduced at the cst f a limitatin f the listening area [14] Effects n perceptin Althugh a number f authrs have suggested methds t deal with the practical limits f rendering accurateness r t minimize their effects, there is still a lack f knwledge (sme details can be fund e.g. in [5], [6], [11], [15]). Several effects f the cnstraints n specific perceptual attributes are nt knwn yet in detail. Hwever, this knwledge is imprtant fr further develpments f WFS systems in view f future applicatins. Current psychacustic studies are cncentrating n the subjective evaluatin f principle characteristics f WFS systems in cmparisn with sterephnic r binaural systems. They are necessary t evaluate the resulting impacts n attributes f spatial perceptin nt nly with respect t the develpment f WFS systems fr different applicatins but als in view f scientific knwledge. Particular attentin shuld be turned t the perceptin f sund clur, directin, distance, spatial depth, spatial perspective, spatial impressin, reverberance, and envelpment. 4. WFS APPLICATIONS 4.1. The Eurpean CARROUSO Prject / 1 The Eurpean CARROUSO Prject ( Creating, Assessing and Rendering in Real Time f High Quality Audi-Visual Envirnments in MPEG-4 Cntext ) intended t break several limitatins f these current cmmercial systems by merging the new WFS rendering technique with the flexible cding standard MPEG-4, allwing bject-riented and interactive sund manipulatin. By means f the MPEG-4 frmat the signal f the surce ( Gestalt ) and its spatial prperties are transmitted separately. Fr reprductin, the dry surce signal is cnvlved with the measured r mdelled set f impulse respnses (cntaining the spatial infrmatin), and emitted by a ludspeaker array. In cntrast t sterephny WFS is able t prduce virtual stable surces lcalized at the same psitin thrughut the entire listening area, prduce virtual surces in frnt f the ludspeaker array ( fcused surces ) prduce plane waves that are lcalized in the same directin thrughut the entire listening area, enhance the sense f depth, spatial impressin and envelpment thrugh a realistic reprductin f the riginal rm respnse The key bjective f the prject CARROUSO was t prvide a new technlgy that enables t transfer a sund field, generated at a certain real r virtual space, t anther usually remte lcated space. The results have shwn the pssibility t capture, transmit and render sund surces and their related acustic envirnment with mre realism, cmpared t existing sterephnic methds. They are cnsidered as a majr milestne fr immersive audi representatin at public places and in private husehlds. Tw applicatins were targeted within this prject. The first ne cncerns high quality spatial audi with assciated vide fr bradcasting. The secnd applicatin is related t cperative and interactive wrk n immersive audi bjects. / 1 EU-Prject IST (Jan June 2003): [4]. 3

4 4.2. Synthesis f WFS and sterephny Fr recrding f rchestra and slist clsely spaced spt micrphnes are used. The sterephnic rchestra mix shuld be cmpsed in a way that it cntains as little rm infrmatin (reverb, reflectins, etc.) as pssible; but it shuld cntain the adequate spatial distributin f elements. This multi-channel sterephnic mix and the slist signal are cnvlved with the apprpriate spatial impulse respnses (see Figure 4). As a result, the rendered WFS sund field represents stable virtual surces lcated in the cncert hall. Listeners within the listening area perceive a multi-channel sterephnic image f the rchestra and a pint surce image f the slist, whereby the reprduced characteristics f the cncert hall give a new sense f realism. On this basis apparent advantages f established cnventinal sterephnic recrding techniques n the ne hand and f WFS technlgies n the ther can, in principle, can be utilized thrugh a purpseful cmbinatin. Wave field synthesiser (Cnvlutin) Virtual imaging area Orchestra rear imaging plane Orchestra frnt imaging plane Listening area VPS Orchestra Recrding Sterephnic mix Slist Wave field synthesiser (Cnvlutin) Rm respnse measurement Strage Figure 4: WFS: Separate handling f surces and spatial infrmatin 4.3. Virtual Panning Spts (VPS) The key tl is use f s-called Virtual Panning Spts (VPS) [16], virtual pint surces t be applied fr panning acrss any sterephnic imaging plane in the virtual WFS imaging area. VPS can be understd as virtual ludspeakers which reprduce the sterephnic sund image f a spacius sund surce (e.g. a chir) in the recrding rm (see als [17], [18]). The suitable rm impulse respnses have t be measured in the riginal rm r t be created artificially in a suitable way. In the example f Figure 5, the rchestra is imaged with the assistance f six VPS, which are reprduced via WFS and are relatively freely cnfigurable with regard t lcalizatin, expansin and distance. The sund design advantage f this cncept is self-explanatry: The sterephnic recrding f the rchestra accrding t Figure 4 prduces a spacius sund image f the surces as there is an image between the VPS in accrdance with the principles f phantm surces lcalizatin. The ludspeakers are virtual surces, generated thrugh WFS and prvided with the rm characteristics f the recrding rm. The lcatins f the VPS behave directinally stable in the listening area. The knwn disadvantages f phantm surce lcalizatin, especially the lw directinal stability can be easily avided by emplying a sufficient number f VPS. Figure 5: Use f Virtual Panning Spts (VPS) The number f sterephnic imaging areas is in principle arbitrary. Frm an artistic pint f view, ne shuld rientate neself twards the number f spacius instruments r instrument grups (in large ensembles, e.g. string grups, brass player grups, chir). The number and spatial distributin f the VPS depends n the fllwing criteria: Size and shape f the hmgeneus ensemble Circumstances f the prductin Artistic and sund balance-related intentin f the sund engineer Available transmissin capacity Virtual Panning Spts, VPS, are selected pints ( virtual ludspeakers ), which prduce a sterephnic representatin area. These can in principle be selected at chice in accrdance with the recrding situatin and the desired sund image. The imaging area can be spread ut by an arbitrary number f VPS in a randm spatial expansin in accrdance with the situatin and intentin. The artistic arrangement f the ensemble upn the WFS transmissin cmmences with the chice, dedicatin and psitining f the VPS. Three parameters shuld be mentined, which lends the sund engineer t new pssibilities f spatial sund design: 1. In the case that ludspeaker arrays are installed lateral t the listening area, there are in principal, n prblems as far as directinal stability is cncerned, as a lateral sterephnic representatin sectr can be built up frm a sufficient number f stable VPS. The same applies t the sectr behind the listener. 2. A sterephnic imaging area des nt nly allw itself t be mved in all directins, stretched ut r cmpressed, but can als be presented in an extensive range with different distances. The representatin f depth is thus easily recgnizable. 3. With certain cnstraints (see Sectin 4), the VPS can be placed in a distance between the listener and the ludspeaker array and als with the sterephnic imaging field. Thus, the virtual imaging area theretically reaches in dense clseness t the listener and allws fr an expressive representatin f depth. 4

5 4.4. Virtual ludspeaker reprductin An imprtant applicatin f the VPS technique is a special preset f the VPS setup n the reprductin side, which enables the reprductin f cnventinal multichannel recrdings in a virtual listening rm [16]. Fr this purpse, tw mdificatins are suggested fr the WFS decder, which can be activated in the event f need fr applicatin, see Figure 6: Surrund sund surce (e.g. DVD) Wave field renderer (Cnvlutin) L VPS cnvlutin data: Respnses frm the reprductin rm C R Cnvlutin data: Respnses frm the recrding rm 4.5. Virtual headphne reprductin The standard way t play binaural signals via ludspeakers is t use crsstalk cancellatin (XTC) filters t eliminate the unwanted signal paths between speakers and ears (see e.g. [20]). Ideally, the head related transfer functins (HRTF) f the path between the ludspeakers and the ears f the listener have t be measured r calculated with a mathematical mdel (e.g. [21], [22]), and inverse XTC filtering must ensure that the resulting transfer functin is neutral (= 1). The need fr head-tracking results in the use f a whle set f XTC filters which have t be updated with every head rtatin, see Fig. 7. L Headphne input XTC δ R ( H L1 / δ ; H L2 / δ ; H R1 / δ ; H R2 / δ ) -1 Subw. LS Listening area RS H L2 / δ H L1 / δ H R2 / δ! = 1 H R1 / δ Figure 6: VPS cnfiguratin fr rendering virtual 5.1 multi-channel ludspeakers Figure 7: Headtracking cntrlled inverse HRTF filtering (XTC δ ) t prvide a neutral transfer functin f the virtual headphne 1. The cnfiguratin f the VPS with regard t rm impulse respnses and spatial arrangement is dne in accrdance with the preset setup f virtual ludspeakers in a virtual listening rm. Arbitrary arrangements f the virtual ludspeakers can be preset and be activated dependent n the sterephnic frmat t be reprduced. 2. The virtual surce signal is nt received via the transmissin channel, but frm the multichannel decder n the reprductin side (e.g. that f a DVD player). The WPS reprductin unit perates cmpletely detached frm WFS transmissin, and can principally ffer three attractive advantages: 1. Diverse sterephnic multichannel frmats can be easily reprduced ptimal thrugh the selectin f a VPS preset, withut having t apprpriately adjust the ludspeaker arrangement within the living-rm. 2. The virtual ludspeakers can als be placed utside the living-rm, i.e. als in a cnfined area situatin, the listening area fr multi-channel sterephny is sufficiently large. 3. A future high quality WFS reprductin unit will allw fr an electrnic cmpensatin f diverse defects in the reprductin rm [12], especially the reductin f the effect f the early reflectins and the balancing f asymmetrical arrangements f the speaker array. Frm the technical and practical pint f view the applicatin f WFS fr multichannel stere reprductin culd be the first step twards acceptance in the market place. In this regard, the develpment f the s-called MAP technlgy (see [19]) is imprtant. The flat panels, e.g. fed with glass fibre cables, can ften be better integrated int the living-rm and are mre attractive than cnventinal ludspeakers Cncept The realizatin f a headtracking cntrlled inverse HRTF filtering is prblematic particularly in case f larger head rtatins. In the best case, the ludspeakers ught t mve with the head rtatin, s that the relative psitins between the sund surces and the ears stay cnstant and nly ne set f XTC filters is needed. Of curse this cncept is nt feasible with real ludspeakers. L Headphne input XTC 0 WFS fcused surce rendering Figure 8: Headtracking cntrlled WFS rendering f fcused surces t prvide a neutral transfer functin f the virtual headphne withut the need f adaptive XTC filters R ( H L1 / 0 ; H L2 / 0 ; H R1 / 0 ; H R2 / 0 ) -1 H L2 / 0 H L1 / 0 H R2 / 0 H R1 / 0 = 1 5

6 WFS hwever enables t replace the real speakers by fcused surces that act as the transaural ludspeakers and can easily be mved arund by adjusting the driving functins (i.e. the delay times and attenuatins) f the array ludspeakers. By synthesizing fcused surces at a clse distance t the listener's head a stable virtual headphne reprductin can be achieved withut the need f adaptive XTC filters (Figure 8). The actual cnfiguratin f the fcused surces is adaptable fr ptimum inverse filtering perfrmance. Instead f a standard linear WFS array hwever, a circular design ensures cnstant distances between the ears, the fcused surces, and the array speakers. This leads t a cnstant (and high) aliasing frequency and greatly reduces audible sund clratins during head rtatins. Figure 9 (left) shws a schematic view f the circular array rendering tw fcused surces (red and blue dts). The dashed circle indicates the path n which the fcused surces mve during a full head rtatin. Figure 9: The circular array lcated abve the listener synthesizes fcused surces which act as transaural surces. The array setup is suspended abve listener s head and includes a lw frequency driver in the middle f the circle (Figure 9, right). N ludspeakers in the listener's field f visin are bstructing the view n e.g. cmputer displays r TV mnitrs The Binaural Sky An attractive applicatin f the virtual headphne is reprductin f binaural signals, particularly reprductin f Binaural Rm Synthesis signals (BRS, see e.g. [23], [24], [25]). The BRS headphne playback system was develped in the 1990s by the Institut für Rundfunktechnik IRT. Cntrlled by headtracking data, multi-channel audi signals are cnvlved with measured r mdelled binaural impulse respnses f a mnitring rm. The resulting headphne input signals ffer accurate rm-related lcalizatin f the virtual ludspeakers in terms f directin and distance regardless f listener s head rientatin. The BRS-system is a perfect tl fr accurate surrund sund headphne reprductin. Irrespectively f the actual acustic prperties f an individual cntrl rm, like in a small OB-van, the sund engineer can wrk in a virtual acustic envirnment which is identical t his familiar r preferred envirnment. Cnsumers can use a (virtual) high-quality studi fr surrund sund reprductin. Hwever, a drawback f the BRS system is the need t wear headphnes. Fr a number f applicatins and situatins, e.g. in a car r in a situatin where real and virtual surces have t be mixed ( augmented reality ), a binaural reprductin withut headphnes wuld be desirable. Fig. 10: The Binaural Sky cncept BRS reprductin via WFS based virtual headphne BRS reprductin withut wearing headphnes is the idea and intentin f the nvel system knwn as Binaural Sky [26] which is the cmbinatin f the tw headtracking based cncepts, BRS and virtual headphne as intrduced in chapter As indicated in Fig. 10, the WFS array abve the listener generates fcused surces clse at the ears. They are applied as transaural surces frming a virtual headphne which is used fr BRS reprductin. As a result, stable and accurate rm-related lcalizatin f virtual ludspeakers in the hrizntal plane is achieved. The lcatin f the array ludspeakers is nt perceivable. Results f subjective and bjective tests n a first realizatin f the Binaural Sky setup have been reprted in [26]. In the upper hemisphere (abve hrizntal plane) they shw gd lcalisatin f virtual surces in terms f directin and distance, cmparable t BRS playback via real headphnes r even real sund surces. Hwever, similar t experiences with dummy head technique, surces in the hrizntal plane are frequently heard abut 10 t high, and belw the hrizntal plane perceptin f depth is prblematic. Variatins in sund clur between different virtual surces are uncritical. BRS reprductin can be enjyed withut wearing a headphne and withut any ludspeaker in the listener's field f visin. Thus the system is perfectly suitable fr applicatins in the field f virtual reality. 5. REFERENCES Virtual surce [1] Theile, G.: On the lcalisatin in the superimpsed sundfield. PhD Thesis, Techn. University Berlin, nline [2] Theile, G.: "On the Naturalness f Tw-Channel Stere Sund". J. Audi Eng. Sc. 39, 1991, pp [3] Theile, G.: "Multichannel natural music recrding based n psychacustic principles". AES 19th Intern. Cnf. 2001, Prceedings pp , updated versin see [4] Brix, S.; et al: CARROUSO An Eurpean Apprach t 3D- Audi.110th AES Cnv., 2001, Preprint 5314 [5] Berkhut, A. J.; de Vries, D.; Vgel, P: Acustic Cntrl by Wave Field Synthesis, J. Acust. Sc. Am., Vl. 93, pp , [6] Bne, M.M, Verheijen, E.N.G.; van Tl, P.F.: Spatial Sund Field Reprductin by Wave Field Synthesis. J. Audi Eng. Sc., Vl. 43, pp , 1995 [7] Geiger, H.; Scheel, K.: Handbuch der Physik, Band VIII. Verlag Julius Springer, Berlin, 1926 [8] Hrbach, U.; Bne, M.: Practical Implementatin f Databased Wave Field Reprductin System. 108th AES Cnv., 2000, Preprint

7 [9] Bne, M.; de Bruijn, W.: Imprving Speech Intelligibility in Telecnferencing by using Wave Field Synthesis, 114th AES Cnv., 2003, Preprint 5800 [10] Bne, M.: Acustic Rendering with wave field synthesis, ACM SIGGRAPH and EUROGRAPHICS campfire, Snwbird, Utah, May 26-29, 2001 [11] Wittek, H., 2003: Perceptin f Spatially synthesized sund fields Literature review abut WFS, available nline at: [12] Sprs, S.; Kuntz, A.; Rabenstein, R.: An apprach t listening rm cmpensatin with wave field synthesis. AES 24 th Intern. Cnf., Prc. pp [13] Crteel E., Nicl R., Listening rm cmpensatin fr Wave Field Synthesis. What can be dne? AES 23rd Int. Cnf., Cpenhagen, 2003 [14] Snke, J.-J.: "Variable Acustics by wave field synthesis", Thela Thesis, Netherlands, 2000, ISBN [15] Verheijen, E.: Sund Reprductin by Wave Field Synthesis. Delft University f Technlgy, 1997 [16] Theile, G.; Wittek, H.; Reisinger, M.: Ptential Wavefield Synthesis Applicatins in the Multichannel Sterephnic Wrld. AES 24 th Intern. Cnf., Prceedings pp [17] Bne, M.; et. al.: Virtual surrund speakers with wave field synthesis. 108th AES Cnv., 1999, Preprint 4928 [18] Kuhn, C.; Pellegrini, R.; Leckschat, D.; Crteel, E.: An Apprach t Miking and Mixing f Music Ensembles Using Wave Field Synthesis. 115th AES Cnv., 2003 [19] Bne, M.M.: Multi-Actuatr Panels (MAPs) as ludspeaker arrays fr wave field synthesis : J. Audi Eng. Sc, 52 (7-8), pp [20] Bauck, J.; Cper, D. H.: Generalized Transaural Stere and Applicatins. In: J. Audi Eng. Sc. 44 (1996), pp [21] Damaske, P: Head related tw channel sterephny with ludspeaker reprductin. JASA 50, , 1971 [22] Gardner, W. G.: 3-D Audi Using Ludspeakers. PhD Thesis, Massachusetts Institute f Technlgy, 1997 [23] Hrbach, U.; Pellegrini, R.; Felderhf, U.; Theile, G.: Ein virtueller Surrund Sund Abhörraum im Ü-Wagen. Prceedings 20. Tnmeistertagung, 1998, ISBN , pp [24] Mackensen, P.; Fruhmann, M.; Thanner, M.; Theile, G.; Hrbach, U.; Karamustafaglu, A.: Head-Tracker Based Auralizatin Systems: Additinal Cnsideratin f Vertical Head Mvements. AES 18th, 2000, Preprint 5135 [25] Spikfski, G.; Fruhmann, M.: Optimisatin f Binaural Rm Scanning (BRS): Cnsidering inter-individual HRTFcharacteristics. In: AES 19th Int. Cnference n Surrund Sund, Elmau, 2001 [26] Menzel, D.; Wittek, H.; Theile, G.; Fastl, H.: The Binaural Sky: A Virtual Headphne fr Binaural Rm Synthesis. Tnmeistersympsium, Nv. 2005, Paper available nline at 7

Disk Redundancy (RAID)

Disk Redundancy (RAID) A Primer fr Business Dvana s Primers fr Business series are a set f shrt papers r guides intended fr business decisin makers, wh feel they are being bmbarded with terms and want t understand a cmplex tpic.

More information

The Importance Advanced Data Collection System Maintenance. Berry Drijsen Global Service Business Manager. knowledge to shape your future

The Importance Advanced Data Collection System Maintenance. Berry Drijsen Global Service Business Manager. knowledge to shape your future The Imprtance Advanced Data Cllectin System Maintenance Berry Drijsen Glbal Service Business Manager WHITE PAPER knwledge t shape yur future The Imprtance Advanced Data Cllectin System Maintenance Cntents

More information

COE: Hybrid Course Request for Proposals. The goals of the College of Education Hybrid Course Funding Program are:

COE: Hybrid Course Request for Proposals. The goals of the College of Education Hybrid Course Funding Program are: COE: Hybrid Curse Request fr Prpsals The gals f the Cllege f Educatin Hybrid Curse Funding Prgram are: T supprt the develpment f effective, high-quality instructin that meets the needs and expectatins

More information

Integrate Marketing Automation, Lead Management and CRM

Integrate Marketing Automation, Lead Management and CRM Clsing the Lp: Integrate Marketing Autmatin, Lead Management and CRM Circular thinking fr marketers 1 (866) 372-9431 www.clickpintsftware.cm Clsing the Lp: Integrate Marketing Autmatin, Lead Management

More information

Importance and Contribution of Software Engineering to the Education of Informatics Professionals

Importance and Contribution of Software Engineering to the Education of Informatics Professionals Imprtance and Cntributin f Sftware Engineering t the Educatin f Infrmatics Prfessinals Dr. Tick, József Budapest Plytechnic, Hungary, tick@bmf.hu Abstract: As a result f the Blgna prcess a new frm f higher

More information

Implementing an electronic document and records management system using SharePoint 7

Implementing an electronic document and records management system using SharePoint 7 Reprt title Agenda item Implementing an electrnic dcument and recrds management system using SharePint 7 Meeting Finance, Prcurement & Prperty Cmmittee 16 June 2008 Date Reprt by Dcument Number Head f

More information

UNIVERSITY OF CALIFORNIA MERCED PERFORMANCE MANAGEMENT GUIDELINES

UNIVERSITY OF CALIFORNIA MERCED PERFORMANCE MANAGEMENT GUIDELINES UNIVERSITY OF CALIFORNIA MERCED PERFORMANCE MANAGEMENT GUIDELINES REFERENCES AND RELATED POLICIES A. UC PPSM 2 -Definitin f Terms B. UC PPSM 12 -Nndiscriminatin in Emplyment C. UC PPSM 14 -Affirmative

More information

Design for securability Applying engineering principles to the design of security architectures

Design for securability Applying engineering principles to the design of security architectures Design fr securability Applying engineering principles t the design f security architectures Amund Hunstad Phne number: + 46 13 37 81 18 Fax: + 46 13 37 85 50 Email: amund@fi.se Jnas Hallberg Phne number:

More information

Comparisons between CRM and CCM PFC *

Comparisons between CRM and CCM PFC * Energy and Pwer Engineering, 13, 5, 864-868 di:1.436/epe.13.54b165 Published Online July 13 (http://www.scirp.rg/jurnal/epe Cmparisns between CRM and CCM PFC * Weiping Zhang,Wei Zhang,Jianb Yang 1,Faris

More information

How do I evaluate the quality of my wireless connection?

How do I evaluate the quality of my wireless connection? Hw d I evaluate the quality f my wireless cnnectin? Enterprise Cmputing & Service Management A number f factrs can affect the quality f wireless cnnectins at UCB. These include signal strength, pssible

More information

Marketing Consultancy Division (MCD) Export Consultancy Unit (ECU) Export in Focus. Export Market Expansion Strategies. Rabi-I, 1427 (April, 2006)

Marketing Consultancy Division (MCD) Export Consultancy Unit (ECU) Export in Focus. Export Market Expansion Strategies. Rabi-I, 1427 (April, 2006) Marketing Cnsultancy Divisin (MCD) Exprt Cnsultancy Unit (ECU) Exprt in Fcus Exprt Market Expansin Strategies Rabi-I, 1427 (April, 2006) 1 Exprt Market Expansin Strategies Intrductin It is clear that glbalizatin

More information

Contact: Monique Goyens directorsoffice@beuc.eu

Contact: Monique Goyens directorsoffice@beuc.eu Cmparisn Websites Cntact: Mnique Gyens directrsffice@beuc.eu Ref.: X/2012/065-28/08/2012 BUREAU EUROPÉEN DES UNIONS DE CONSOMMATEURS AISBL DER EUROPÄISCHE VERBRAUCHERVERBAND Rue d Arln 80, B-1040 Brussels

More information

CSE 231 Fall 2015 Computer Project #4

CSE 231 Fall 2015 Computer Project #4 CSE 231 Fall 2015 Cmputer Prject #4 Assignment Overview This assignment fcuses n the design, implementatin and testing f a Pythn prgram that uses character strings fr data decmpressin. It is wrth 45 pints

More information

Wireless Light-Level Monitoring

Wireless Light-Level Monitoring Wireless Light-Level Mnitring ILT1000 ILT1000 Applicatin Nte Wireless Light-Level Mnitring 1 Wireless Light-Level Mnitring ILT1000 The affrdability, accessibility, and ease f use f wireless technlgy cmbined

More information

How to Reduce Project Lead Times Through Improved Scheduling

How to Reduce Project Lead Times Through Improved Scheduling Hw t Reduce Prject Lead Times Thrugh Imprved Scheduling PROBABILISTIC SCHEDULING & BUFFER MANAGEMENT Cnventinal Prject Scheduling ften results in plans that cannt be executed and t many surprises. In many

More information

Custom Portlets. an unbiased review of the greatest Practice CS feature ever. Andrew V. Gamet

Custom Portlets. an unbiased review of the greatest Practice CS feature ever. Andrew V. Gamet Custm Prtlets an unbiased review f the greatest Practice CS feature ever Andrew V. Gamet Descriptin In Practice CS, the firm can use any f the fur dashbards t quickly display relative infrmatin. The Firm,

More information

Data Abstraction Best Practices with Cisco Data Virtualization

Data Abstraction Best Practices with Cisco Data Virtualization White Paper Data Abstractin Best Practices with Cisc Data Virtualizatin Executive Summary Enterprises are seeking ways t imprve their verall prfitability, cut csts, and reduce risk by prviding better access

More information

This report provides Members with an update on of the financial performance of the Corporation s managed IS service contract with Agilisys Ltd.

This report provides Members with an update on of the financial performance of the Corporation s managed IS service contract with Agilisys Ltd. Cmmittee: Date(s): Infrmatin Systems Sub Cmmittee 11 th March 2015 Subject: Agilisys Managed Service Financial Reprt Reprt f: Chamberlain Summary Public Fr Infrmatin This reprt prvides Members with an

More information

Writing a Compare/Contrast Essay

Writing a Compare/Contrast Essay Writing a Cmpare/Cntrast Essay As always, the instructr and the assignment sheet prvide the definitive expectatins and requirements fr any essay. Here is sme general infrmatin abut the rganizatin fr this

More information

The Importance of Market Research

The Importance of Market Research The Imprtance f Market Research 1. What is market research? Successful businesses have extensive knwledge f their custmers and their cmpetitrs. Market research is the prcess f gathering infrmatin which

More information

WEB APPLICATION SECURITY TESTING

WEB APPLICATION SECURITY TESTING WEB APPLICATION SECURITY TESTING Cpyright 2012 ps_testware 1/7 Intrductin Nwadays every rganizatin faces the threat f attacks n web applicatins. Research shws that mre than half f all data breaches are

More information

DET Video Conference Network. Polycom. VSX Series 7000

DET Video Conference Network. Polycom. VSX Series 7000 DET Vide Cnference Netwrk Plycm VSX Series 7000. System Basics DET Vide Cnference Netwrk Using the Remte Cntrl The remte Cntrl is used t: Make calls Adjust vlume Navigate screens and Select ptins T enter

More information

Why Can t Johnny Encrypt? A Usability Evaluation of PGP 5.0 Alma Whitten and J.D. Tygar

Why Can t Johnny Encrypt? A Usability Evaluation of PGP 5.0 Alma Whitten and J.D. Tygar Class Ntes: February 2, 2006 Tpic: User Testing II Lecturer: Jeremy Hyland Scribe: Rachel Shipman Why Can t Jhnny Encrypt? A Usability Evaluatin f PGP 5.0 Alma Whitten and J.D. Tygar This article has three

More information

Change Management Process

Change Management Process Change Management Prcess B1.10 Change Management Prcess 1. Intrductin This plicy utlines [Yur Cmpany] s apprach t managing change within the rganisatin. All changes in strategy, activities and prcesses

More information

2008-2011 CSU STANISLAUS INFORMATION TECHNOLOGY PLAN SUMMARY

2008-2011 CSU STANISLAUS INFORMATION TECHNOLOGY PLAN SUMMARY 2008-2011 CSU STANISLAUS INFORMATION TECHNOLOGY PLAN SUMMARY OFFICE OF INFORMATION TECHNOLOGY AUGUST 2008 Executive Summary The mst recent CSU Stanislaus infrmatin technlgy (IT) plan was issued in 2003.

More information

A96 CALA Policy on the use of Computers in Accredited Laboratories Revision 1.5 August 4, 2015

A96 CALA Policy on the use of Computers in Accredited Laboratories Revision 1.5 August 4, 2015 A96 CALA Plicy n the use f Cmputers in Accredited Labratries Revisin 1.5 August 4, 2015 A96 CALA Plicy n the use f Cmputers in Accredited Labratries TABLE OF CONTENTS TABLE OF CONTENTS... 1 CALA POLICY

More information

Whenever practicable, the cap should be discussed and specifically agreed with the other party. This is discussed further below, see Agreeing a cap.

Whenever practicable, the cap should be discussed and specifically agreed with the other party. This is discussed further below, see Agreeing a cap. Liability Briefing updated Octber 2008 Managing liability thrugh financial caps 26 Stre Street Lndn WC1E 7BT Tel: 020 7399 7400 Fax: 020 399 7425 Every well-run business must manage the risks that it faces

More information

WINDOW REPLACEMENT Survey

WINDOW REPLACEMENT Survey WINDOW REPLACEMENT Prperty wners and develpers undertaking rehabilitatin prjects fr bth Tax Act Certificatin and Sectin 106 Cmpliance are encuraged t repair and retain existing histric windws. Hwever,

More information

CSC IT practix Recommendations

CSC IT practix Recommendations CSC IT practix Recmmendatins CSC Healthcare 28th January 2014 Versin 3 www.csc.cm/glbalhealthcare Cntents 1 Imprtant infrmatin 3 2 IT Specificatins 4 2.1 Wrkstatins... 4 2.2 Minimum Server with 1-5 wrkstatins

More information

Succession Planning & Leadership Development: Your Utility s Bridge to the Future

Succession Planning & Leadership Development: Your Utility s Bridge to the Future Successin Planning & Leadership Develpment: Yur Utility s Bridge t the Future Richard L. Gerstberger, P.E. TAP Resurce Develpment Grup, Inc. 4625 West 32 nd Ave Denver, CO 80212 ABSTRACT A few years ag,

More information

Access to the Ashworth College Online Library service is free and provided upon enrollment. To access ProQuest:

Access to the Ashworth College Online Library service is free and provided upon enrollment. To access ProQuest: PrQuest Accessing PrQuest Access t the Ashwrth Cllege Online Library service is free and prvided upn enrllment. T access PrQuest: 1. G t http://www.ashwrthcllege.edu/student/resurces/enterlibrary.html

More information

Service Level Agreement (SLA) Hosted Products. Netop Business Solutions A/S

Service Level Agreement (SLA) Hosted Products. Netop Business Solutions A/S Service Level Agreement (SLA) Hsted Prducts Netp Business Slutins A/S Cntents 1 Service Level Agreement... 3 2 Supprt Services... 3 3 Incident Management... 3 3.1 Requesting service r submitting incidents...

More information

FundingEdge. Guide to Business Cash Advance & Bank Statement Loan Programs

FundingEdge. Guide to Business Cash Advance & Bank Statement Loan Programs Guide t Business Cash Advance & Bank Statement Lan Prgrams Cash Advances: $2,500 - $1,000,000 Business Bank Statement Lans: $5,000 - $500,000 Canada Cash Advances: $5,000 - $500,000 (must have 9 mnths

More information

Standards and Procedures for Approved Master's Seminar Paper or Educational Project University of Wisconsin-Platteville Requirements

Standards and Procedures for Approved Master's Seminar Paper or Educational Project University of Wisconsin-Platteville Requirements Standards and Prcedures fr Apprved Master's Seminar Paper r Educatinal Prject University f Wiscnsin-Platteville Requirements Guidelines Apprved by the Graduate Cuncil University f Wiscnsin-Platteville

More information

expertise hp services valupack consulting description security review service for Linux

expertise hp services valupack consulting description security review service for Linux expertise hp services valupack cnsulting descriptin security review service fr Linux Cpyright services prvided, infrmatin is prtected under cpyright by Hewlett-Packard Cmpany Unpublished Wrk -- ALL RIGHTS

More information

CHANGE MANAGEMENT STANDARD

CHANGE MANAGEMENT STANDARD The electrnic versin is current, r when printed and stamped with the green cntrlled dcument stamp. All ther cpies are uncntrlled. DOCUMENT INFORMATION Descriptin Dcument Owner This standard utlines the

More information

Verification statement

Verification statement Verificatin statement Verificatin f a GHG calculatin tl fr the graphic industry against is 14064-1 Client : ClimateCalc Cnsrtium EEIG Rue Barastraat 175 B-1070 Brussels Prject number : 11.0260 Envirnmental

More information

Software and Hardware Change Management Policy for CDes Computer Labs

Software and Hardware Change Management Policy for CDes Computer Labs Sftware and Hardware Change Management Plicy fr CDes Cmputer Labs Overview The cmputer labs in the Cllege f Design are clsely integrated with the academic needs f faculty and students. Cmputer lab resurces

More information

Data Protection Act Data security breach management

Data Protection Act Data security breach management Data Prtectin Act Data security breach management The seventh data prtectin principle requires that rganisatins prcessing persnal data take apprpriate measures against unauthrised r unlawful prcessing

More information

Accident Investigation

Accident Investigation Accident Investigatin APPLICABLE STANDARD: 1960.29 EMPLOYEES AFFECTED: All emplyees WHAT IS IT? Accident investigatin is the prcess f determining the rt causes f accidents, n-the-jb injuries, prperty damage,

More information

Software Quality Assurance Plan

Software Quality Assurance Plan Sftware Quality Assurance Plan fr AnthrpdEST pipeline System Versin 1.0 Submitted in partial fulfillment f the requirements f the degree f Master f Sftware Engineering Prepared by Luis Fernand Carranc

More information

TRAINING GUIDE. Crystal Reports for Work

TRAINING GUIDE. Crystal Reports for Work TRAINING GUIDE Crystal Reprts fr Wrk Crystal Reprts fr Wrk Orders This guide ges ver particular steps and challenges in created reprts fr wrk rders. Mst f the fllwing items can be issues fund in creating

More information

Space Exploration Classroom Activity

Space Exploration Classroom Activity Space Explratin Classrm Activity The Classrm Activity intrduces students t the cntext f a perfrmance task, s they are nt disadvantaged in demnstrating the skills the task intends t assess. Cntextual elements

More information

The ad hoc reporting feature provides a user the ability to generate reports on many of the data items contained in the categories.

The ad hoc reporting feature provides a user the ability to generate reports on many of the data items contained in the categories. 11 This chapter includes infrmatin regarding custmized reprts that users can create using data entered int the CA prgram, including: Explanatin f Accessing List Screen Creating a New Ad Hc Reprt Running

More information

How To Write Insurance Quotation Software For Gthaer Vericherungen Insurance Prducts

How To Write Insurance Quotation Software For Gthaer Vericherungen Insurance Prducts Gthaer Versicherungen bases its insurance qutatin sftware n the b+m Generative Develpment Prcess and the b+m ArchitectureWare prduct line Field f Business Insurance slutins fr the banking sectr. Applicatin

More information

PART 6. Chapter 12. How to collect and use feedback from readers. Should you do audio or video recording of your sessions?

PART 6. Chapter 12. How to collect and use feedback from readers. Should you do audio or video recording of your sessions? TOOLKIT fr Making Written Material Clear and Effective SECTION 3: Methds fr testing written material with readers PART 6 Hw t cllect and use feedback frm readers Chapter 12 Shuld yu d audi r vide recrding

More information

Professional Leaders/Specialists

Professional Leaders/Specialists Psitin Prfile Psitin Lcatin Reprting t Jb family Band BI/Infrmatin Manager Wellingtn Prfessinal Leaders/Specialists Band I Date February 2013 1. POSITION PURPOSE The purpse f this psitin is t: Lead and

More information

MANITOBA SECURITIES COMMISSION STRATEGIC PLAN 2013-2016

MANITOBA SECURITIES COMMISSION STRATEGIC PLAN 2013-2016 MANITOBA SECURITIES COMMISSION STRATEGIC PLAN 2013-2016 The Manitba Securities Cmmissin (the Cmmissin) is a divisin f the Manitba Financial Services Agency (MFSA). The ther divisin is the Financial Institutins

More information

LINCOLNSHIRE POLICE Policy Document

LINCOLNSHIRE POLICE Policy Document LINCOLNSHIRE POLICE Plicy Dcument 1. POLICY IDENTIFICATION PAGE POLICY TITLE: ICT CHANGE & RELEASE MANAGEMENT POLICY POLICY REFERENCE NO: PD 186 POLICY OWNERSHIP: ACPO Cmmissining Officer: Prtfli / Business-area

More information

Licensing Windows Server 2012 for use with virtualization technologies

Licensing Windows Server 2012 for use with virtualization technologies Vlume Licensing brief Licensing Windws Server 2012 fr use with virtualizatin technlgies (VMware ESX/ESXi, Micrsft System Center 2012 Virtual Machine Manager, and Parallels Virtuzz) Table f Cntents This

More information

The AppSec How-To: Choosing a SAST Tool

The AppSec How-To: Choosing a SAST Tool The AppSec Hw-T: Chsing a SAST Tl Surce Cde Analysis Made Easy GIVEN THE WIDE RANGE OF SOURCE CODE ANALYSIS TOOLS, SECURITY PROFESSIONALS, AUDITORS AND DEVELOPERS ALIKE ARE FACED WITH THE QUESTION: Hw

More information

Maintain a balanced budget primarily the General & Park Funds

Maintain a balanced budget primarily the General & Park Funds EXHIBIT B City f Chic Budget Cntingency Plan P The purpse f the Budget Cntingency Plan is t establish a guideline and general apprach t respnd t adverse financial and ecnmic cnditins that culd negatively

More information

TYPICAL STERILIZATION PROCESS IN AUTOCLAVE FOR POLYPROPYLENE BAGS AND/OR POLYPROPYLEN BOTTLES

TYPICAL STERILIZATION PROCESS IN AUTOCLAVE FOR POLYPROPYLENE BAGS AND/OR POLYPROPYLEN BOTTLES Art. n. 14 f ministerial decree n. 593 f 8 august 2000 Minister dell Istruzine Cmplete filling lines and autmatic inspectin machine fr pharmaceutical and csmetic industries TYPICAL STERILIZATION PROCESS

More information

Audit Committee Charter. St Andrew s Insurance (Australia) Pty Ltd St Andrew s Life Insurance Pty Ltd St Andrew s Australia Services Pty Ltd

Audit Committee Charter. St Andrew s Insurance (Australia) Pty Ltd St Andrew s Life Insurance Pty Ltd St Andrew s Australia Services Pty Ltd Audit Cmmittee Charter St Andrew s Insurance (Australia) Pty Ltd St Andrew s Life Insurance Pty Ltd St Andrew s Australia Services Pty Ltd Versin 2.0, 22 February 2016 Apprver Bard f Directrs St Andrew

More information

D11.6 Project Web Site Report

D11.6 Project Web Site Report Grant Agreement Number 216487 Integrated Cgnitive Assistive & Dmtic Cmpanin Rbtic Systems fr Ability & Security Cllabrative Prject ICT-2007.7.1 ICT and ageing published by the CmpaninAble Cnsrtium Versin:

More information

Wave field synthesis: A promising spatial audio rendering concept

Wave field synthesis: A promising spatial audio rendering concept INVITED REVIEW Wave field synthesis: A promising spatial audio rendering concept Günther Theile and Helmut Wittek y Institut für Rundfunktechnik (IRT), Munich, Germany Abstract: Modern convolution technologies

More information

J A M S. Enterprise Resource Planning (ERP) System Selection Using a Novel Integrated Weight Decision Making Method. R. V. Rao 1* and B. K.

J A M S. Enterprise Resource Planning (ERP) System Selection Using a Novel Integrated Weight Decision Making Method. R. V. Rao 1* and B. K. Internatinal Jurnal f Advanced Manufacturing Systems Vlume 2 G Number 1 G January-June 2011 G pp. 21-28 Internatinal Science Press I J A M S Enterprise Resurce Planning (ERP) System Selectin Using a Nvel

More information

System Business Continuity Classification

System Business Continuity Classification Business Cntinuity Prcedures Business Impact Analysis (BIA) System Recvery Prcedures (SRP) System Business Cntinuity Classificatin Cre Infrastructure Criticality Levels Critical High Medium Lw Required

More information

ITIL Service Offerings & Agreement (SOA) Certification Program - 5 Days

ITIL Service Offerings & Agreement (SOA) Certification Program - 5 Days ITIL Service Offerings & Agreement (SOA) Certificatin Prgram - 5 Days Prgram Overview ITIL is a set f best practices guidance that has becme a wrldwide-adpted framewrk fr Infrmatin Technlgy Services Management

More information

How to Write Program Objectives/Outcomes

How to Write Program Objectives/Outcomes Hw t Write Prgram Objectives/Outcmes Objectives Gals and Objectives are similar in that they describe the intended purpses and expected results f teaching activities and establish the fundatin fr assessment.

More information

W3QA Selenium Training

W3QA Selenium Training W3QA Selenium Training Selenium Training Dcument Title Selenium Training Dcument Abstract Page 2 f 6 Selenium Training Cntents 1 Training...4 Page 3 f 6 1 Training W3QA ffer three ne day Selenium curses.

More information

ITIL Release Control & Validation (RCV) Certification Program - 5 Days

ITIL Release Control & Validation (RCV) Certification Program - 5 Days ITIL Release Cntrl & Validatin (RCV) Certificatin Prgram - 5 Days Prgram Overview ITIL is a set f best practices guidance that has becme a wrldwide-adpted framewrk fr Infrmatin Technlgy Services Management

More information

Volume 2, Issue 11, November 2014 International Journal of Advance Research in Computer Science and Management Studies

Volume 2, Issue 11, November 2014 International Journal of Advance Research in Computer Science and Management Studies Vlume 2, Issue 11, Nvember 2014 Internatinal Jurnal f Advance Research in Cmputer Science and Management Studies Research Article / Survey Paper / Case Study Available nline at: www.ijarcsms.cm ISSN: 2321

More information

THE EMPLOYMENT LAW DISPUTE SPECIALISTS DAMAGES BASED AGREEMENT. Your Employment Tribunal claim relating to your employment with...

THE EMPLOYMENT LAW DISPUTE SPECIALISTS DAMAGES BASED AGREEMENT. Your Employment Tribunal claim relating to your employment with... THE EMPLOYMENT LAW DISPUTE SPECIALISTS DAMAGES BASED AGREEMENT 1. What is cvered by this agreement Yur Emplyment Tribunal claim relating t yur emplyment with... 2. What is nt cvered by this agreement 2.1

More information

Best Practice - Pentaho BA for High Availability

Best Practice - Pentaho BA for High Availability Best Practice - Pentah BA fr High Availability This page intentinally left blank. Cntents Overview... 1 Pentah Server High Availability Intrductin... 2 Prerequisites... 3 Pint Each Server t Same Database

More information

CCPRF. Request for Proposals. Monitoring Services. November 25, 2009

CCPRF. Request for Proposals. Monitoring Services. November 25, 2009 CCPRF Request fr Prpsals Mnitring Services Nvember 25, 2009 Table f Cntents SECTION I... 1 1.1 INTRODUCTION AND OPPORTUNITY... 1 1.2 OBJECTIVES OF RFP... 1 1.3 STATEMENT OF WORK... 1 SECTION II... 2 2.1

More information

Technical White Paper

Technical White Paper The Data Integrity Imperative If it isn t accurate, it isn t available. Technical White Paper Visin Slutins, Inc. Intrductin The fundamental requirement f high availability sftware is t ensure that critical

More information

Select Auditing Considerations for the 2014 Audit Cycle

Select Auditing Considerations for the 2014 Audit Cycle Select Auditing Cnsideratins fr the 2014 Audit Cycle This Alert is intended t remind member firms f certain auditing cnsideratins that may be relevant fr the 2014 audit cycle. The Alert identifies and

More information

1 GETTING STARTED. 5/7/2008 Chapter 1

1 GETTING STARTED. 5/7/2008 Chapter 1 5/7/2008 Chapter 1 1 GETTING STARTED This chapter intrduces yu t the web-based UIR menu system. Infrmatin is prvided abut the set up necessary t assign users permissin t enter and transmit data. This first

More information

Baker Street Two Way Post-implementation monitoring strategy

Baker Street Two Way Post-implementation monitoring strategy Baker Tw Way Pst-implementatin mnitring strategy During the last cnsultatin in July 2015, varius issues and cncerns were raised. Respnse t the general traffic and envirnmental issues raised were prvided

More information

Calibration of Oxygen Bomb Calorimeters

Calibration of Oxygen Bomb Calorimeters Calibratin f Oxygen Bmb Calrimeters Bulletin N.101 Prcedures fr standardizatin f Parr xygen bmb calrimeters. Energy Equivalent The calibratin f an xygen bmb calrimeter has traditinally been called the

More information

UNIVERSITY OF LETHBRIDGE. Mgt 4390 Z Leading Organizational Change. Course Outline

UNIVERSITY OF LETHBRIDGE. Mgt 4390 Z Leading Organizational Change. Course Outline UNIVERSITY OF LETHBRIDGE Mgt 4390 Z Leading Organizatinal Change Instructr: Rb Gawreluck, PhD. Term: Spring, 2012 Class hurs` 9:00 11:50 Classrm 1301 Office Hurs: By appintment Telephne: 780-907-7294 Email:

More information

Meeting Minutes for January 17, 2013

Meeting Minutes for January 17, 2013 There are tw purpses t these bi-mnthly calls: Meeting Minutes fr January 17, 2013 1. Prvide updates that may affect wrkflw user studies 2. Prvide a frum fr MIP Studies Users t ask questins and raise cncerns

More information

Chicago Department of Finance. Tax Audit Process

Chicago Department of Finance. Tax Audit Process Chicag Department f Finance Tax Audit Prcess Audit Overview There are varius ways a business gets selected fr audit. The mst cmmn are referrals frm anther divisin f the Department f Finance, referral frm

More information

LeadStreet Broker Guide

LeadStreet Broker Guide RE/MAX f Western Canada LeadStreet Brker Guide Ver. 2.0 Revisin Histry Name Date Versin Descriptin Tamika Anglin 09/04/13 1.0 Initial Creatin Tamika Anglin 11/05/13 2.0 Inclusin f instructins n reprting

More information

Personal Data Security Breach Management Policy

Personal Data Security Breach Management Policy Persnal Data Security Breach Management Plicy 1.0 Purpse The Data Prtectin Acts 1988 and 2003 impse bligatins n data cntrllers in Western Care Assciatin t prcess persnal data entrusted t them in a manner

More information

Chapter 3: Cluster Analysis

Chapter 3: Cluster Analysis Chapter 3: Cluster Analysis 3.1 Basic Cncepts f Clustering 3.1.1 Cluster Analysis 3.1. Clustering Categries 3. Partitining Methds 3..1 The principle 3.. K-Means Methd 3..3 K-Medids Methd 3..4 CLARA 3..5

More information

CDC UNIFIED PROCESS PRACTICES GUIDE

CDC UNIFIED PROCESS PRACTICES GUIDE Dcument Purpse The purpse f this dcument is t prvide guidance n the practice f Risk Management and t describe the practice verview, requirements, best practices, activities, and key terms related t these

More information

ADMINISTRATION AND FINANCE POLICIES AND PROCEDURES TABLE OF CONTENTS

ADMINISTRATION AND FINANCE POLICIES AND PROCEDURES TABLE OF CONTENTS CONTROL Revisin Date: 1/21/03 TABLE OF CONTENTS 10.01 OVERVIEW OF ACCOUNTING FOR INVESTMENT IN PLANT... 2 10.01.1 CURRENT POLICY... 2 10.02 INVENTORY MAINTENANCE AND CONTROL... 3 10.02.1 PROCEDURES FOR

More information

April 2011. In addition, we encounter valuation practices that present concerns in certain contexts, including:

April 2011. In addition, we encounter valuation practices that present concerns in certain contexts, including: April 2011 We wanted t take the pprtunity prvided by the AICPA s recent release f the expsure draft Practice Aid t share with ur clients and friends sme bservatins and best practice suggestins n this tpic.

More information

Issue Brief. SBC Distribution Rules for Employer Sponsored Health Plans October 2012. Summary. Which Plans Are Required to Provide the SBC?

Issue Brief. SBC Distribution Rules for Employer Sponsored Health Plans October 2012. Summary. Which Plans Are Required to Provide the SBC? Issue Brief SBC Distributin Rules fr Emplyer Spnsred Health Plans Octber 2012 Summary The Affrdable Care Act (ACA) expands ERISA's disclsure requirements by requiring that a summary f benefits and cverage

More information

4370.4 REV-1. cash flows from operating activities, cash flows from investing activities, and cash flows from financing activities.

4370.4 REV-1. cash flows from operating activities, cash flows from investing activities, and cash flows from financing activities. CHAPTER 5 STATEMENT OF CASH FLOWS IN DETAIL 5-1 Cash is the lifebld f any nging cncern. Cash is INTRODUCTION the fuel that keeps the business aflat. As was stated in Chapter 2, the Balance Sheet and the

More information

Internal Audit Charter and operating standards

Internal Audit Charter and operating standards Internal Audit Charter and perating standards 2 1 verview This dcument sets ut the basis fr internal audit: (i) the Internal Audit charter, which establishes the framewrk fr Internal Audit; and (ii) hw

More information

Discovering the Arts Masters of Color Teacher s Guide

Discovering the Arts Masters of Color Teacher s Guide Teacher s Guide Grade Level: 9 12 Curriculum Fcus: Fine Arts Lessn Duratin: Tw class perids Prgram Descriptin Henri Matisse s and Pabl Picass s visinary interpretatins f the visual arts changed ur understanding

More information

Hardware components. Typical connections and data flow. Student 3 page 1: Low Merit

Hardware components. Typical connections and data flow. Student 3 page 1: Low Merit Student 3 page 1: Lw Merit Hardware cmpnents Extensin cards Descriptin, Hw purpse determines cnnectins Extensin cards extend the capacity f the mtherbard by allwing a circuit bard r card t cnnect t it

More information

Principles of Engagement with Universities providing accredited Actuarial Science programmes

Principles of Engagement with Universities providing accredited Actuarial Science programmes The Actuarial Prfessin Principles f Engagement with Universities prviding accredited Actuarial Science prgrammes 1. What is an accredited actuarial science prgramme? Accreditatin f university prgrammes

More information

How To Change The University'S Budget

How To Change The University'S Budget Schlarship Restructuring Recmmendatins University Assembly Cmmittee n Recruitment, Admissins, Retentin, and Student Financial Aid April 24, 2007 Pints fr Cnsideratin: UMSL has a limited amunt f Student

More information

Times Table Activities: Multiplication

Times Table Activities: Multiplication Tny Attwd, 2012 Times Table Activities: Multiplicatin Times tables can be taught t many children simply as a cncept that is there with n explanatin as t hw r why it is there. And mst children will find

More information

Pilot Learning Group. Round Table Action Learning Session 1: Models of partnership working

Pilot Learning Group. Round Table Action Learning Session 1: Models of partnership working Pilt Learning Grup Rund Table Actin Learning Sessin 1: Mdels f partnership wrking Intrductin The Academy fr Justice (AJC) pilt learning grup was established fllwing a requirement t develp Learning Grups

More information

Information Services Hosting Arrangements

Information Services Hosting Arrangements Infrmatin Services Hsting Arrangements Purpse The purpse f this service is t prvide secure, supprted, and reasnably accessible cmputing envirnments fr departments at DePaul that are in need f server-based

More information

GENERAL EDUCATION. Communication: Students will effectively exchange ideas and information using multiple methods of communication.

GENERAL EDUCATION. Communication: Students will effectively exchange ideas and information using multiple methods of communication. Prcedure 3.12 (f) GENERAL EDUCATION General educatin unites cllege students frm diverse areas by adding breadth and depth t their prgrams f study. General educatin cncepts, framewrks, and/r patterns f

More information

Licensing Windows Server 2012 R2 for use with virtualization technologies

Licensing Windows Server 2012 R2 for use with virtualization technologies Vlume Licensing brief Licensing Windws Server 2012 R2 fr use with virtualizatin technlgies (VMware ESX/ESXi, Micrsft System Center 2012 R2 Virtual Machine Manager, and Parallels Virtuzz) Table f Cntents

More information

DALBAR Due Diligence: Trust, but Verify

DALBAR Due Diligence: Trust, but Verify BEST INTEREST INVESTMENT RECOMMENDATIONS Advisr Rle under Best Interest Regulatins January 27, 2016 In the era when the cntractual bligatin is t act in the client s best interest, investment decisins can

More information

Contract Risk Management

Contract Risk Management Cntract Risk Management A Practical Apprach frm The Caridn Academy telephne +27 82 651 8897 facsimile +27 86 674 3384 email inf@caridn.net website www.caridn.za.net 1 1 Over-expenditure, fr example thrugh

More information

Implementing ifolder Server in the DMZ with ifolder Data inside the Firewall

Implementing ifolder Server in the DMZ with ifolder Data inside the Firewall Implementing iflder Server in the DMZ with iflder Data inside the Firewall Nvell Cl Slutins AppNte www.nvell.cm/clslutins JULY 2004 OBJECTIVES The bjectives f this dcumentatin are as fllws: T cnfigure

More information

Trends and Considerations in Currency Recycle Devices. What is a Currency Recycle Device? November 2003

Trends and Considerations in Currency Recycle Devices. What is a Currency Recycle Device? November 2003 Trends and Cnsideratins in Currency Recycle Devices Nvember 2003 This white paper prvides basic backgrund n currency recycle devices as cmpared t the cmbined features f a currency acceptr device and a

More information

Data Measurement and Output

Data Measurement and Output ENERGY STAR Server Cnference Call June 30, 2010 Cnference Call Agenda 12:30-2PM EST EPA Team Una Sng, US EPA Evan Haines, ICF Internatinal Al Thmasn, TBWC LLC Tpics I. Intrductin II. III. IV. Data Measurement

More information

US defeasance and yield maintenance in commercial real estate loans--a view from the European market

US defeasance and yield maintenance in commercial real estate loans--a view from the European market Page 1 This article was first published n Lexis PSL Banking & Finance n 30 April 2014. Click here fr a free trial f Lexis PSL. US defeasance and yield maintenance in cmmercial real estate lans--a view

More information

IFRS Discussion Group

IFRS Discussion Group IFRS Discussin Grup Reprt n the Public Meeting February 26, 2014 The IFRS Discussin Grup is a discussin frum nly. The Grup s purpse is t assist the Accunting Standards Bard (AcSB) regarding issues arising

More information