Broadband dielectric microwave microscopy on micron length scales

Size: px
Start display at page:

Download "Broadband dielectric microwave microscopy on micron length scales"

Transcription

1 REVIEW OF SCIENTIFIC INSTRUMENTS 78, Broadband delectrc mcrowave mcroscopy on mcron length scales Alexander Tselev a and Steven M. Anlage b Center for Superconductvty Research, Department of Physcs, Unversty of Maryland, College Park, Maryland Zhengkun Ma and John Melngals Department of Electrcal and Computer Engneerng, Unversty of Maryland, College Park, Maryland Receved 19 January 2007; accepted 1 March 2007; publshed onlne 3 Aprl 2007 We demonstrate that a near-feld mcrowave mcroscope based on a transmsson lne resonator allows magng n a substantally wde range of frequences, so that the mcroscope propertes approach those of a spatally resolved mpedance analyzer. In the case of an electrc probe, the broadband magng can be used n a drect fashon to separate contrbutons from capactve and resstve propertes of a sample at length scales on the order of one mcron. Usng a mcrowave near-feld mcroscope based on a transmsson lne resonator we maged the local delectrc propertes of a focused on beam mlled structure on a hgh-delectrc-constant Ba 0.6 Sr 0.4 TO 3 thn flm n the frequency range from 1.3 to 17.4 GHz. The electrostatc approxmaton breaks down already at frequences above 10 GHz for the probe geometry used, and a full-wave analyss s necessary to obtan qualtatve nformaton from the mages Amercan Insttute of Physcs. DOI: / I. INTRODUCTION The rapd development of nanotechnology and the shrnkng sze of the functonal elements of devces demand dverse tools for comprehensve materals characterzaton at the mcron and sub-mcron length scales. Near-feld mcrowave mcroscopy has become a useful tool for magng and measurement of electromagnetc propertes of materals at the mcron length scale. 1 6 Generally, the measurement prncple of a mcrowave near-feld mcroscope s based on alteraton of the probe electrcal mpedance due to the presence of a sample n close proxmty to the probe. To ncrease the mcroscope senstvty, the probe s often made as an ntegral part of a resonator ether dstrbuted or based on lumped elements. Usually, due to fundamental lmtatons of a specfc resonator desgn, the measurement frequency s lmted to just one frequency or to a small frequency range. Lttle work has been done on broadband mcrowave mcroscopy. Chang et al. 7 performed measurements of permttvty on thn flm Ba 1 x Sr x TO 3 BSTO phase spreads n a frequency range from 0.95 to 4.95 GHz wth the goal to nvestgate the compostonal dependence of the BSTO permttvty dsperson. However, n addton to the frequency-dependent propertes of materals, broadband measurements can also be mplemented to separate and study the contrbutons of dfferent sample propertes n the measured mcroscope response. For nstance, a broadband measurement can be used to dsentangle delectrc permttvty and conductvty for a leaky delectrc, as well as to separate the nfluence of a Present address: Department of Chemstry, Duke Unversty, Durham, NC, b Author to whom correspondence should be addressed; electronc mal: anlage@squd.umd.edu parastc factors and systematc uncertantes accompanyng, e.g., varyng probe-sample couplng. Such an approach, called mpedance spectroscopy, utlzng frequency sweeps s routnely used to study materal propertes at low frequences wth the use of LCR meters and mpedance analyzers see, e.g., Refs. 8 and 9. One needs to cover at least one decade of frequency to obtan a relable result of fttng to accomplsh ths task. Ideally, a mcroscope should acqure the full capablty of an mpedance analyzer whle mantanng the ablty to make spatally resolved measurements. In ths respect, the mcrowave mcroscopes based on transmsson lne resonators have an advantage over mcroscopes based on cavty or lumped element resonators snce the resonance mode structure n a transmsson lne resonator s mantaned over a sgnfcantly broader frequency range, and the frequency sweep can be realzed smply by jumpng from one resonance mode to another. An electrcally long transmsson lne resonator allows for a dense set of modes, creatng a quascontnuous frequency coverage. Fgure 1 a shows the most general electrcal schematc dagram of a transmsson lne resonator: the resonator a segment of a transmsson lne of length L s coupled to a feed lne wth a couplng element of mpedance Z c and termnated by a probe wth effectve mpedance Z t. Further, wthout sgnfcant loss of generalty, we consder n more detal an example of a mcroscope wth an electrc probe based on a coaxal lne resonator. Fgure 1 b dsplays, for ths partcular case, a schematc of the resonator open end wth a small-radus apex tp actng as a probe n contact wth a sample. Fgure 1 c shows a lumped element crcut representaton of the probe tp and a lossy delectrc sample. Such a sample can be descrbed by an RC par. 10,11 The capactor, C s, descrbes the frnge electrc feld energy stored n the /2007/78 4 /044701/7/$ , Amercan Insttute of Physcs

2 Tselev et al. Rev. Sc. Instrum. 78, broadband magng of a focused on beam FIB mlled structure on a Ba 0.6 Sr 0.4 TO 3 BSTO thn flm, coverng a frequency range from 1.3 to 17.4 GHz wth 1 m spatal resoluton. Usng a mcroscope system based on a coaxal transmsson lne resonator, we explore the possblty of dstngushng contrbutons of the flm permttvty and the flm conductance, partcularly through the resonant frequency shft, by mplementng broadband magng. FIG. 1. a Electrcal dagram of a transmsson lne resonator of length L termnated by a tp wth mpedance Z t ; both the feed lne and the resonator have a characterstc mpedance Z 0, and the resonator s connected to the feed lne through a couplng element wth an mpedance Z c ; b schematc of the open end of a coaxal resonator wth a protrudng probe tp and a sample; c smplfed equvalent crcut descrbng the probe tp wth a lossy delectrc sample nearby. C s and R s are the capactance and resstance presented by the sample, whch s coupled to the transmsson lne resonator through the resstance of the probe tp and the couplng capactance C sc. C str s the stray capactance between the probe tp and the outer conductor. sample, and the resstor, R s, stands for all channels of energy dsspaton n the sample. The sample s coupled to the resonator through the tp-sample couplng capactance C sc and the resstance of the tp R tp. The feld between the tp and the outer conductor, whch bypasses the sample, s represented by the parastc stray capactance C str. The effectve probe tp mpedance Z t can be calculated as the mpedance of the whole RC network. The values of the equvalent crcut elements depend on the local propertes of the sample under the probe tp and the set of parameters descrbng the tp-sample system. Generally, the dependence of the probe tp mpedance on sample propertes and the probe tp geometry s complcated and ts elucdaton consttutes the major problem of mcrowave mcroscopy. 2,6,12 16 A more detaled descrpton of a sample wll requre a more complcated equvalent crcut. When the tp s beng scanned over the sample, the varaton of the effectve tp mpedance causes shfts f of the resonant frequences and changes of the Q factors of the resonator modes, whch are montored and maged by a computer. Ideally, the broadband measurements could be accomplshed by swtchng from one resonant frequency to another whle the probe-sample geometry s fxed. By subsequent fttng of the mcroscope frequency-dependent response to a specfc electrcal model of the probe-sample system, the set of model parameters could be deduced, and further, the contrbutons of local propertes of the sample could be separated and determned. In ths artcle, we present an expermental effort of II. EXPERIMENT A 370-nm-thck Ba 0.6 Sr 0.4 TO 3 flm was deposted by pulsed laser deposton PLD at a substrate temperature of 800 C at an oxygen pressure of 120 mtorr on a 500- m-thck 001 LaAlO 3 LAO substrate. Mllng of the BSTO flm was performed wth a focused 50 kev Ga + on beam. The flm was removed from a 5 m wdth trench around a 20 m 20 m square sland. As a result of the mllng the materal nsde the trench as well as n some vcnty of the trench was doped wth Ga. The structure was annealed at 600 C n oxygen for 1 h after mllng to partally restore the damage caused by the mllng. Such an annealng treatment has been shown to sgnfcantly mprove the delectrc propertes of the BSTO flm n the damaged area. 17 Basc detals of the mcroscope system used n the present work were descrbed elsewhere. 18,19 Here we summarze the addtonal features of the broadband mcroscope. The mcroscope s based on a half-wavelength coaxal transmsson lne resonator of length 25 cm wth the nner conductor termnated by an scannng tunnelng mcroscope tungsten tp wth about 1 m radus apex Fg. 2. A mcrowave sgnal s generated by a syntheszed mcrowave source Aglent E8257C PSG analog sgnal generator. The mcrowave power reflected from the resonator back nto the feed lne s montored by a feedback crcut, whch locks the frequency of the mcrowave source to the chosen resonance mode. At a resonance frequency, the reflecton coeffcent Fg. 2 b passes a local mnmum. The couplng of the feed lne wth the resonator can be accomplshed by means of ether a capactor or an nductor col nserted n the nner conductor between the resonator and the feed lne. The best performance of the system can be acheved at modes close to the frequency of crtcal couplng of the resonator. At the crtcal couplng, the reflecton from the resonator at the resonant frequency s equal to zero. Ths condton dctated the use of several dfferent couplng elements for broadband magng, tuned for dfferent frequency subbands. For the broadband experments n ths work, we used a modfed SMA connector wth mnature gold wre cols n place of the central conductor to couple the resonator wth the feed lne. Three cols wth dfferent nductances were used to cover the frequency range from 1 to 17.5 GHz. Broadband magng was performed by swtchng from one resonance mode of the mcroscope to another upon completon of the scannng frame at a prevous frequency. The sample was mantaned n constant contact wth the probe tp by applcaton of a small force of N to the sample. For extracton of data on flm permttvty, we used the approach outlned by Stenhauer et al. 19 It s based on the

3 Broadband mcrowave mcroscopy Rev. Sc. Instrum. 78, FIG. 3. Mcrowave frequency shft mages of the FIB-mlled BSTO flm structure obtaned at four dfferent frequences. The frequences are shown n the correspondng mages. Scale bars n the mages of the lower panel correspond to 10 m. The explanaton of the features denoted wth letters A G s n the text. FIG. 2. a Schematc of the broadband near-feld mcrowave mcroscope. The mcrowave sgnal s generated by the source, enters the resonator through the couplng col, nteracts wth the sample, and s detected upon reflecton outsde the resonator. The source s frequency modulated by the feedback crcut, and sent a drect current correcton sgnal proportonal to the frequency shft of the mcroscope. Inset shows the tp-sample contact n detal. b Calculated absolute value of the reflecton coeffcent from the resonator,, vs frequency, f, for a purely nductve couplng between the feed lne and the resonator. The length of the resonator used n the calculatons was 25 cm, nductance of the couplng col was 3 nh, and the characterstc mpedance of both the feed lne and the resonator was equal to 50. Inset llustrates the scale of the resonance frequency shft due to a sample: sold lne s the reflecton coeffcent of the resonant mode at the mnmum of reflecton wthout a sample, and the dashed lne s the same wth a sample at the probe tp. perturbaton formulas for resonant cavtes and nvolves fnte element calculatons of felds around the probe tp n the ar and n the sample n the electrostatc approxmaton. The procedure requres probe calbraton aganst reference samples wth known propertes e.g., bulk delectrc substrates. Refnng that approach, n the present work, we more accurately descrbed the geometry of the probe and used the ANSOFT Maxwell 2D two-dmensonal fnte element analyss package to evaluate the perturbaton ntegrals. To reduce the sze of the fnte element model, the sample s placed on a conductng plane, whch s consdered to be at a floatng potental n the numercal smulatons. III. RESULTS AND DISCUSSION A. Frequency shft mages The upper panel of Fg. 3 shows a hgher contrast and lower resoluton frequency shft mage over an 80 m 45 m area of the FIB-mlled structure, obtaned by means of a blunter and therefore more senstve tp. The mage was taken at a frequency of 1.4 GHz. The FIB-mlled trench looks lke a broad black strpe labeled A n Fg. 3 frnged wth whte lnes B. The bottom of the trench s heavly doped wth Ga ons and relatvely strongly conductng, producng a large frequency shft compared to the BSTO flm. The small-frequency-shft whte frngng s due to an edge effect when the tp apex s partally n contact wth the flm and partally hangs over the trench. The trench s surrounded on both sdes by darker regons C of Ga-doped BSTO flm. The FIB beam has substantal tals that dope regons outsde the man focus. The corners of the sland surrounded by the trench D are more heavly doped and are more conductng. Farther away s a broad brghter regon of damaged flm E wth a lowered delectrc permttvty producng a smaller frequency shft. A 1 m wde FIB-mlled lne F s also seen along the left edge of the mage. Brght spots G result from holes n the flm and partcles of the PLD target materal usually present on the surface of PLDgrown flms. The lower panel of Fg. 3 shows how the frequency shft contrast of the same regon evolves wth frequency. The mage for f =2.2 GHz looks smlar to that for f =1.4 GHz. At f =8.7 GHz, the edge effect s stll clearly seen, but the contrast between the trench bottom and the surroundng flm s almost absent. There s no vsble contrast between Ga-doped and undoped regons outsde the trench. A slght contrast between the damaged area and the ntact flm s vsble. At the hghest frequency used n the experments, f =17.4 GHz, the trench looks whte on a dark background. At ths frequency, the frequency shft at the trench bottom s notceably smaller than that for the surroundng and qute close to that correspondng to the LAO substrate wthout a flm. A contrast between the damaged area and the ntact flm s stll vsble. It s worth notng here that mages of flm delectrc

4 Tselev et al. Rev. Sc. Instrum. 78, tunablty see Ref. 19 for the measurement method detals obtaned smultaneously wth the frequency shft mages, all look smlar to each other, regardless of frequency. B. Theoretcal model To nterpret the transformaton of the contrast of the mages n Fg. 3, let us consder the relatonshp between the frequency shft and the sample propertes n terms of the equvalent crcuts n more detal. As mentoned earler, the resonant frequency of the resonator s determned by measurng the mcrowave power reflected from the resonator back nto the feed lne. The complex reflecton coeffcent for voltage can be expressed through the reflecton coeffcents of the resonator couplng element c and the termnatng tp t n the followng form: 20 = c + t e 2 L 2 c t e 2 L 1 c t e 2 L. 1 Here, = + j /c s the complex transmsson lne propagaton constant, L s the length of the resonator, s the angular frequency, =2 f, c s the speed of the lght n vacuum, s the attenuaton n the transmsson lne, and s the relatve permttvty of the transmsson lne delectrc. The expresson Eq. 1 can be obtaned by summng contrbutons from all partal waves multply reflected n the resonator and contrbutng to the wave gong back nto the feed lne. The condton for the resonant mnmum of the reflecton coeffcent d 2 d =0, d d defnes n mplct form the resonant frequency r as a functon of a set of the parameters c of the tp equvalent crcut. For example, the set of c s for the crcut n Fg. 1 c s: C sc, C s, C str, and R s. One s not nterested n the value of r, but rather n the change of the resonant frequency r caused by a change of the sample propertes. Under the condton of a weak frequency dependence of the reflecton coeffcents c and t, c, t f 0 1, f Arg c, t 0 1, 3 t can be found by a straghtforward calculaton wth use of Eqs. 2 that for a small perturbaton caused by the sample / dc r, 4 / where =Arg c t e 2 L and f 0 =c/ 2L s the lowest mode frequency of a free half-wave resonator wth length L. We note that s the change of the phase of a partal wave wthn the resonator for one round trp between the couplng element ant the tp. Equatons 3 demand a weak frequency dependence of the reflecton coeffcents c and t wthn the resonant frequency shft for each resonant mode, and thereby set certan requrements to the desgn of the resonator-feed lne couplng. Further, takng the dervatves of wth account of the second of Eqs. 3, we fnd / 1/f 0, / dc = Arg t / dc, and after that we obtan r f 0 Arg t dc. 5 The complex reflecton coeffcent t can be wrtten n the form t = 1 z / 1+z wth z=z 0 Y t, c =Z 0 G t, c + jb t, c. Here Y t =1/Z t, G t, and B t are the effectve tp admttance, conductance, and susceptance, respectvely. Z 0 s the characterstc mpedance of the resonator transmsson lne. Further, we neglect the actual tp resstance R t Fg. 1 c. Provded that z 1, one gets Arg t 4 2, where =Re z and =Im z and f, one can wrte for the frequency shft r 2Z 0 f 0 B t dc. And fnally, expressng the tp susceptance through the effectve tp capactance B t = C t, we obtan r r 2Z 0 f 0 C t dc. Note that as follows from the last expresson, the relatve frequency shft does not depend on frequency drectly n the approxmatons used here. Hence, the frequency dependence of the relatve frequency shft appears only through the frequency dependence of the propertes of the tp-sample system. Drect measurements and calculatons show that the condtons of Eqs. 3 and 7 settng the valdty range for the approxmatons are fulflled n our mcroscope. Beng equpped wth Eq. 9, we can analyze the frequency response of the mcroscope usng the equvalent crcut Fg. 1 c wth = C str, C sc, C s, R s. The change of the effectve tp capactance due to a sample s dc t = C t dc = C t C str dc str + C p f, where C p f s the frequency-dependent parallel capactance of the smpler crcut consstng of only three elements C sc, C s, and R s, as shown n the nset of the upper panel of Fg. 4. Ths crcut, wth well-known propertes n fact, a frst-order frequency flter, allows us to reproduce all essental features of the resonator frequency behavor n the regon of valdty of the electrostatc approxmaton. The change of the effectve tp conductance G p f due to a sample can be ntroduced smlar to C p f. For the followng analyss of the frequency response of the mcroscope, we neglect the stray capactance C str because t s a frequency-ndependent addtve to the parallel capactance C p f. The phase response of the crcut determned manly by the value of the parallel capactance C p f, governs the phase change of the wave n the transms-

5 Broadband mcrowave mcroscopy Rev. Sc. Instrum. 78, FIG. 4. Color onlne Calculated lumped element values C p and G p / 2 f vs frequency curves for the crcut shown n the nset wth frequencyndependent C sc, C s, and R s values, shown n a dmensonless coordnate system. The capactance and conductance are measured n unts of C sc, and the unt of frequency f s 2-1. Each panel contans three curves correspondng to three dfferent sample resstances R s =1/3 dashed, green, 1 sold, red, 3 dot-dashed, black. son lne upon reflecton from the tp, and hence, the resonant frequency shft. In the Appendx t s shown that the effectve tp conductance G p f determnes the change of the Q factor of the resonant modes. The frequency behavor of C p and G p 2 f wth frequency-ndependent values of C sc, C s, and R s s shown n Fg. 4 n a dmensonless coordnate system. The capactance and conductance are measured n values of C sc, and the unt of frequency f s 2 1. As can be seen from Fg. 4, at frequences much hgher than the pole frequency defned by the expresson C sc +C s R s =1, the value of C p s very weakly dependent on R s and the conductance contrast becomes nvsble for the mcrowave frequency shft. The transformaton of the contrast of the mages of Fg. 3 wth ncreasng frequency can be explaned by ths fact. At hgh enough frequences and under the condton C s C sc, the mcroscope response becomes senstve only to the delectrc propertes of the sample. Optmal frequences for magng of partcular propertes can be found wth use of Eqs. 9 and A5 as ponts of the maxmum absolute values of partal dervatves over the equvalent crcut parameters. C. Quanttatve analyss Fgure 5 shows the relatve frequency shft referenced to the bare LAO substrate versus frequency for four dfferent locatons around the mlled trench. The notatons for dfferent parts of the flm correspond to those of Fg. 3. Pont D wth a strong dependence of the frequency shft on frequency below about 6 GHz s close to the sland corner and t receved the largest Ga dose outsde the trench. The dashed FIG. 5. Color onlne Relatve frequency shft f / f referenced to the bare LAO substrate vs frequency for four dfferent locatons around the mlled trench refer to Fg. 3 : black sold squares correspond to an ntact part of the flm; red hollow crcles correspond to a damaged flm wth small Ga dopng denoted E n Fg. 3 ; blue sold trangles correspond to the mddle of the sland; and green hollow trangles correspond to areas close to the sland corners denoted D n Fg. 3. The curved sold green lnesthe frequency shft relatve to the bare LAO substrate calculated for the tpsample system model of Fg. 1 c wth the followng parameters: Z 0 =50, C sc =50 ff, C str =11.7 ff, C s =5.7 ff, R s =10 k, C s LAO =3.9 ff, and R s LAO s equal to nfnty. The last two values are for a bare LAO substrate. The horzontal straght sold red lne s the result of the same calculaton wth R s =10 M. The dashed black and blue lnes are gudes to the eye. lnes n Fg. 5 are gudes to the eye. The factors wth the largest contrbuton to the measurement error are the calbraton error due to ncomplete representaton of the actual tp shape by numercal calculatons made n the probe calbraton process and the progressve damage of the tp durng scannng. The overall measurement error due to these factors was estmated by numercal calculatons and s reflected by the error bars n the plot. The curved sold green lne n Fg. 5 s the frequency shft relatve to the bare LAO substrate calculated usng Eq. 9 for the tp-sample system model of Fg. 1 c wth the followng parameters: Z 0 =50, C sc =50 ff, C str =11.7 ff, C s =5.7 ff, R s =10 k, C s LAO =3.9 ff, and R s LAO s equal to nfnty. The last two values are for a bare LAO substrate. The curve corresponds to the most Ga-doped and, therefore, most conductng part of the flm. The estmated pole frequency for ths case s 285 MHz. The ncrease of the frequency shft observed at lower frequences at the sland corners corresponds n fact to the end of the slope of the C p versus frequency curve of Fg. 4. The horzontal straght sold red lne n Fg. 5 s the result for the same model, but wth R s =10 M, representng the undoped area. The value of C str was determned by measurng the resonant frequency shft after nserton of the probe tp nto the open end of the resonator relatve to the resonance frequency of the resonator wthout the tp. The value of C s LAO was obtaned by numercal fnte element calculatons, and the values of C s and R s were chosen to ft the expermental data, and they are on the order of magntude expected. As we see, Eq. 9 and the equvalent crcut Fg. 1 c farly well descrbe the measurement results up to a frequency of about 11 GHz. The expermental ponts at frequences hgher than 11 GHz devate from the theoretcal

6 Tselev et al. Rev. Sc. Instrum. 78, curve and show smaller relatve frequency shfts. Two possble factors, whch mght cause the observed behavor of the frequency shft at hgher frequences are the dsperson of the delectrc permttvty of the flm, and the deformaton of the probe tp durng scannng. Based on the measured frequency shfts, we have calculated the relatve permttvty of the flm and found that the relatve permttvty of the ntact BSTO flm see Fg. 5 s 550± 70 at frequences below 11 GHz. The relatve permttvty of the damaged flm ponts D and E, Fg. 5 s about 100 lower. The relatve permttvty of the ntact flm at f =17.4 GHz would be close to 350 f t s calculated n the same way, whch means an unlkely drop of 200 upon frequency change from 10.9 to 17.4 GHz. Ths drop s too large and cannot be attrbuted to dsperson of the delectrc propertes of the BSTO of any orgn. Takng nto account the data of Refs. 7 and 21, one should expect a change n the relatve delectrc constant due to dsperson to be less than 100 n the whole frequency range from 1 to 18 GHz. In fact, the dsperson of the BSTO propertes could not be detected wth our setup, and therefore, t s less than the measurement error of about 140, whch s n agreement wth Refs.7 and 21. The frequences durng the hgh-frequency experment were changed n the followng order: 17.4, 14.7, 8.7, 10.9, and 13.0 GHz. Hence, the downward trend seen n the curve at ncreasng frequency cannot be explaned by a progressve change of the tp shape n the flow of the experment, ether. We suggest that the devaton can be attrbuted to an enhanced contrbuton of radated and evanescent exctatons at the probe tp to the resonator response, whch s not captured by the electrostatc numercal calculaton. It should be noted that the relevant sample dmensons are not much smaller than the mcrowave wavelength at the hgher frequences. Indeed, at a frequency of 15 GHz, for nstance, LAO 4 mm n the LAO substrate wth a relatve permttvty 25, whereas the substrate thckness d /8 d =0.5 mm. A notceable devaton of the feld structure n the flm from the statc one can be expected n ths stuaton and a full-wave analyss s needed to clarfy the observed hghfrequency behavor of the frequency shft. Standard practcal restrctons on the applcaton of lumped-element models n the characterzaton of hgh frequency crcuts s that the dmensons of the crcut elements should be less than /20. If ths condton s appled to our mcroscope confguraton, the lumped element model and the near-feld electrostatc approxmaton can be used for measurements at frequences below 6 GHz only. Nevertheless, the broadband magng stll turns out to be useful n revealng the more conductng areas of the flms as s evdent from Fg. 3. Fnally, we would lke to note that n future versons of the broadband mcroscope, frequency should be swept at each pont pxel on the sample. The delectrc propertes of the materals can be extracted then by fttng the frequency dependences for each sample pont separately. One condton to realzaton of such an approach s desgn of a resonatorfeed lne couplng element capable of workng n a wde frequency range wth the couplng constant close to unty =1 corresponds to the crtcal couplng; at =1 the reflecton coeffcent from the resonator at the resonance s equal to zero. Further, desgn of the tp-sample system n such a way that ts pole frequency s close to the center of the frequency range covered by the mcroscope s another necessary condton for an effectve realzaton of the broadband approach. ACKNOWLEDGMENTS The work was supported by the Unversty of Maryland/ Rutgers NSF MRSEC under Grant No. DMR The authors thank V. V. Talanov Neocera, Inc. and R. Ramesh for frutful dscussons, as well as C. Canedy and A. Stanshevsky for sample fabrcaton. APPENDIX The parallel tp capactance C p determnes the resonant frequency shft of the mcroscope. Here we dscuss n more detal the role of the parallel tp conductance G p nset Fg. 4 n the mcroscope response, n partcular the qualty factor Q. At a resonance, the rato of the complex ampltudes of a partal wave wthn the resonator before, A 1, and after, A 2, one round trp between the couplng element and the tp can be expressed wth use of a complex frequency ˆ = + j as A 2 = exp j ˆ T 0 + t + c = t c exp 2 L, A1 A 1 where T 0 =1/f 0 s the tme of the round trp, and t, c are phase shfts of the wave upon reflecton from the tp and the couplng element, respectvely. It follows from the defnton of that and = f 0 2 L ln c ln t. A2 The Q factor of a resonator can be wrtten n the followng form: Q = 2. A3 Smlar to the steps leadng to Eqs. 5 and 8, we obtan d 2Z 0 f 0 G t dc. A4 For the valdty of the last approxmate expresson, t s requred that / /, and t s assumed that s fxed. G t G p f of the crcut n Fg. 4, and for changes of losses due to the sample we have Q 1 =4 1 f 0Z 0 G p. A5 The ampltude response of the crcut Fg. 1 c s determned manly by ts parallel conductance G p. The value G p / 2 f drectly determnes the losses and the change of the resonator qualty factor due to the sample. Ths value has a maxmum at the pole frequency defned by the expresson C sc +C s R s =1, correspondng to the maxmum of losses and to the mnmum of the Q factor. 1 B. T. Rosner and D. W. van der Wede, Rev. Sc. Instrum. 73, S. M. Anlage, V. V. Talanov, and A. R. Schwartz, n Scannng Probe

7 Broadband mcrowave mcroscopy Rev. Sc. Instrum. 78, Mcroscopy: Electrcal and Electromechancal Phenomena at the Nanoscale, edted by S. V. Kalnn and A. Gruverman Sprnger, New York, Y. Lu, T. We, F. Duewer, Y. Lu, N.-B. Mng, P. G. Schultz, and X. D. Xang, Scence 276, K. S. Chang et al., Appl. Phys. Lett. 84, J. Lee, J. Park, A. Km, K. Char, S. Park, N. Hur, and S. W. Cheong, Appl. Phys. Lett. 86, V. V. Talanov, A. Scherz, R. L. Moreland, and A. R. Schwartz, Appl. Phys. Lett. 88, K. S. Chang, M. Aronova, O. Famodu, I. Takeuch, S. E. Lofland, J. Hattrck-Smpers, and H. Chang, Appl. Phys. Lett. 79, V. Bobnar, P. Lunkenhemer, M. Paraskevopoulos, and A. Lodl, Phys. Rev. B 65, D. C. Snclar, T. B. Adams, F. D. Morrson, and A. R. West, Appl. Phys. Lett. 80, V. V. Danel, Delectrc Relaxaton Academc, London, New York, A. K. Jonscher, Delectrc Relaxaton n Solds Chelsea Delectrcs Press, London, C. Gao, F. Duewer, and X. D. Xang, Appl. Phys. Lett. 75, C. Gao, F. Duewer, and X. D. Xang, Appl. Phys. Lett. 76, C. Gao, B. Hu, P. Zhang, M. Huang, W. Lu, and I. Takeuch, Appl. Phys. Lett. 84, A. Imtaz, M. Pollak, S. M. Anlage, J. D. Barry, and J. Melngals, J. Appl. Phys. 97, Z. Wang, M. A. Kelly, Z.-X. Shen, L. Shao, W.-K. Chu, and H. Edwards, Appl. Phys. Lett. 86, D. E. Stenhauer, C. P. Vlahacos, F. C. Wellstood, S. M. Anlage, C. Canedy, R. Ramesh, A. Stanshevsky, and J. Melngals, Appl. Phys. Lett. 75, D. E. Stenhauer, C. P. Vlahacos, S. K. Dutta, F. C. Wellstood, and S. M. Anlage, Appl. Phys. Lett. 71, D. E. Stenhauer, C. P. Vlahacos, F. C. Wellstood, S. M. Anlage, C. Canedy, R. Ramesh, A. Stanshevsky, and J. Melngals, Rev. Sc. Instrum. 71, D. M. Pozar, Mcrowave Engneerng, 3rd ed. Wley, Hoboken, NJ, J. C. Booth, I. Takeuch, and K.-S. Chang, Appl. Phys. Lett. 87,

TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS TN TERMINATON FOR POINT-TO-POINT SYSTEMS. Zo = L C. ω - angular frequency = 2πf

TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS TN TERMINATON FOR POINT-TO-POINT SYSTEMS. Zo = L C. ω - angular frequency = 2πf TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS INTRODUCTION Because dgtal sgnal rates n computng systems are ncreasng at an astonshng rate, sgnal ntegrty ssues have become far more mportant to

More information

antenna antenna (4.139)

antenna antenna (4.139) .6.6 The Lmts of Usable Input Levels for LNAs The sgnal voltage level delvered to the nput of an LNA from the antenna may vary n a very wde nterval, from very weak sgnals comparable to the nose level,

More information

Passive Filters. References: Barbow (pp ), Hayes & Horowitz (pp 32-60), Rizzoni (Chap. 6)

Passive Filters. References: Barbow (pp ), Hayes & Horowitz (pp 32-60), Rizzoni (Chap. 6) Passve Flters eferences: Barbow (pp 6575), Hayes & Horowtz (pp 360), zzon (Chap. 6) Frequencyselectve or flter crcuts pass to the output only those nput sgnals that are n a desred range of frequences (called

More information

Uncertainty in measurements of power and energy on power networks

Uncertainty in measurements of power and energy on power networks Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:

More information

DIMENSIONAL SYNTHESIS FOR WIDE-BAND BAND- PASS FILTERS WITH QUARTER-WAVELENGTH RES- ONATORS

DIMENSIONAL SYNTHESIS FOR WIDE-BAND BAND- PASS FILTERS WITH QUARTER-WAVELENGTH RES- ONATORS Progress In Electromagnetcs Research B, Vol. 17, 213 231, 29 DIMENSIONAL SYNTHESIS FOR WIDE-BAND BAND- PASS FILTERS WITH QUARTER-WAVELENGTH RES- ONATORS Q. Zhang and Y. Lu School of Electrcal and Electroncs

More information

To: Professor Avitabile Date: February 4, 2003 From: Mechanical Student Subject: Experiment #1 Numerical Methods Using Excel

To: Professor Avitabile Date: February 4, 2003 From: Mechanical Student Subject: Experiment #1 Numerical Methods Using Excel To: Professor Avtable Date: February 4, 3 From: Mechancal Student Subject:.3 Experment # Numercal Methods Usng Excel Introducton Mcrosoft Excel s a spreadsheet program that can be used for data analyss,

More information

Calculation of the received voltage due to the radiation from multiple co-frequency sources

Calculation of the received voltage due to the radiation from multiple co-frequency sources Rec. ITU-R SM.1271-0 1 RECOMMENDATION ITU-R SM.1271-0 * EFFICIENT SPECTRUM UTILIZATION USING PROBABILISTIC METHODS Rec. ITU-R SM.1271 (1997) The ITU Radocommuncaton Assembly, consderng a) that communcatons

More information

IEE Electronics Letters, vol 34, no 17, August 1998, pp ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES

IEE Electronics Letters, vol 34, no 17, August 1998, pp ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES IEE Electroncs Letters, vol 34, no 17, August 1998, pp. 1622-1624. ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES A. Chatzgeorgou, S. Nkolads 1 and I. Tsoukalas Computer Scence Department, 1 Department

More information

RC Filters TEP Related Topics Principle Equipment

RC Filters TEP Related Topics Principle Equipment RC Flters TEP Related Topcs Hgh-pass, low-pass, Wen-Robnson brdge, parallel-t flters, dfferentatng network, ntegratng network, step response, square wave, transfer functon. Prncple Resstor-Capactor (RC)

More information

High Speed ADC Sampling Transients

High Speed ADC Sampling Transients Hgh Speed ADC Samplng Transents Doug Stuetzle Hgh speed analog to dgtal converters (ADCs) are, at the analog sgnal nterface, track and hold devces. As such, they nclude samplng capactors and samplng swtches.

More information

FAST ELECTRON IRRADIATION EFFECTS ON MOS TRANSISTOR MICROSCOPIC PARAMETERS EXPERIMENTAL DATA AND THEORETICAL MODELS

FAST ELECTRON IRRADIATION EFFECTS ON MOS TRANSISTOR MICROSCOPIC PARAMETERS EXPERIMENTAL DATA AND THEORETICAL MODELS Journal of Optoelectroncs and Advanced Materals Vol. 7, No., June 5, p. 69-64 FAST ELECTRON IRRAIATION EFFECTS ON MOS TRANSISTOR MICROSCOPIC PARAMETERS EXPERIMENTAL ATA AN THEORETICAL MOELS G. Stoenescu,

More information

ECE315 / ECE515 Lecture 5 Date:

ECE315 / ECE515 Lecture 5 Date: Lecture 5 Date: 18.08.2016 Common Source Amplfer MOSFET Amplfer Dstorton Example 1 One Realstc CS Amplfer Crcut: C c1 : Couplng Capactor serves as perfect short crcut at all sgnal frequences whle blockng

More information

NATIONAL RADIO ASTRONOMY OBSERVATORY Green Bank, West Virginia SPECTRAL PROCESSOR MEMO NO. 25. MEMORANDUM February 13, 1985

NATIONAL RADIO ASTRONOMY OBSERVATORY Green Bank, West Virginia SPECTRAL PROCESSOR MEMO NO. 25. MEMORANDUM February 13, 1985 NATONAL RADO ASTRONOMY OBSERVATORY Green Bank, West Vrgna SPECTRAL PROCESSOR MEMO NO. 25 MEMORANDUM February 13, 1985 To: Spectral Processor Group From: R. Fsher Subj: Some Experments wth an nteger FFT

More information

POLYTECHNIC UNIVERSITY Electrical Engineering Department. EE SOPHOMORE LABORATORY Experiment 1 Laboratory Energy Sources

POLYTECHNIC UNIVERSITY Electrical Engineering Department. EE SOPHOMORE LABORATORY Experiment 1 Laboratory Energy Sources POLYTECHNIC UNIERSITY Electrcal Engneerng Department EE SOPHOMORE LABORATORY Experment 1 Laboratory Energy Sources Modfed for Physcs 18, Brooklyn College I. Oerew of the Experment Ths experment has three

More information

MEASURING DIELECTRIC PROPERTIES OF SIMULANTS FOR BIOLOGICAL TISSUE

MEASURING DIELECTRIC PROPERTIES OF SIMULANTS FOR BIOLOGICAL TISSUE MERIT BIEN 11 Fnal Report 1 MEASURING DIELECTRIC PROPERTIES OF SIMULANTS FOR BIOLOGICAL TISSUE Margaret E. Raabe, Dr. Chrstopher Davs Abstract We strve to measure the delectrc propertes of bologcal smulants,

More information

Field Tunnelling and Losses in Narrow Waveguide Channel

Field Tunnelling and Losses in Narrow Waveguide Channel Mkrotalasna revja Decembar 1. Feld Tunnellng and Losses n Narrow Wavegude Channel Mranda Mtrovć, Branka Jokanovć Abstract In ths paper we nvestgate the feld tunnellng through the narrow wavegude channel

More information

Development of a High Bandwidth, High Power Linear Amplifier for a Precision Fast Tool Servo System

Development of a High Bandwidth, High Power Linear Amplifier for a Precision Fast Tool Servo System Development of a Hgh Bandwdth, Hgh Power near Amplfer for a Precson Fast Tool Servo System S. Rakuff 1, J. Cuttno 1, D. Schnstock 2 1 Dept. of Mechancal Engneerng, The Unversty of North Carolna at Charlotte,

More information

Figure.1. Basic model of an impedance source converter JCHPS Special Issue 12: August Page 13

Figure.1. Basic model of an impedance source converter JCHPS Special Issue 12: August Page 13 A Hgh Gan DC - DC Converter wth Soft Swtchng and Power actor Correcton for Renewable Energy Applcaton T. Selvakumaran* and. Svachdambaranathan Department of EEE, Sathyabama Unversty, Chenna, Inda. *Correspondng

More information

THE GENERATION OF 400 MW RF PULSES AT X-BAND USING RESONANT DELAY LINES *

THE GENERATION OF 400 MW RF PULSES AT X-BAND USING RESONANT DELAY LINES * SLAC PUB 874 3/1999 THE GENERATION OF 4 MW RF PULSES AT X-BAND USING RESONANT DELAY LINES * Sam G. Tantaw, Arnold E. Vleks, and Rod J. Loewen Stanford Lnear Accelerator Center, Stanford Unversty P.O. Box

More information

Equivalent Circuit Model of Electromagnetic Behaviour of Wire Objects by the Matrix Pencil Method

Equivalent Circuit Model of Electromagnetic Behaviour of Wire Objects by the Matrix Pencil Method ERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 5, No., May 008, -0 Equvalent Crcut Model of Electromagnetc Behavour of Wre Objects by the Matrx Pencl Method Vesna Arnautovsk-Toseva, Khall El Khamlch Drss,

More information

Sensors for Motion and Position Measurement

Sensors for Motion and Position Measurement Sensors for Moton and Poston Measurement Introducton An ntegrated manufacturng envronment conssts of 5 elements:- - Machne tools - Inspecton devces - Materal handlng devces - Packagng machnes - Area where

More information

Figure 1. DC-DC Boost Converter

Figure 1. DC-DC Boost Converter EE46, Power Electroncs, DC-DC Boost Converter Verson Oct. 3, 11 Overvew Boost converters make t possble to effcently convert a DC voltage from a lower level to a hgher level. Theory of Operaton Relaton

More information

Evaluate the Effective of Annular Aperture on the OTF for Fractal Optical Modulator

Evaluate the Effective of Annular Aperture on the OTF for Fractal Optical Modulator Global Advanced Research Journal of Management and Busness Studes (ISSN: 2315-5086) Vol. 4(3) pp. 082-086, March, 2015 Avalable onlne http://garj.org/garjmbs/ndex.htm Copyrght 2015 Global Advanced Research

More information

Walsh Function Based Synthesis Method of PWM Pattern for Full-Bridge Inverter

Walsh Function Based Synthesis Method of PWM Pattern for Full-Bridge Inverter Walsh Functon Based Synthess Method of PWM Pattern for Full-Brdge Inverter Sej Kondo and Krt Choesa Nagaoka Unversty of Technology 63-, Kamtomoka-cho, Nagaoka 9-, JAPAN Fax: +8-58-7-95, Phone: +8-58-7-957

More information

Dynamic Optimization. Assignment 1. Sasanka Nagavalli January 29, 2013 Robotics Institute Carnegie Mellon University

Dynamic Optimization. Assignment 1. Sasanka Nagavalli January 29, 2013 Robotics Institute Carnegie Mellon University Dynamc Optmzaton Assgnment 1 Sasanka Nagavall snagaval@andrew.cmu.edu 16-745 January 29, 213 Robotcs Insttute Carnege Mellon Unversty Table of Contents 1. Problem and Approach... 1 2. Optmzaton wthout

More information

Design of Shunt Active Filter for Harmonic Compensation in a 3 Phase 3 Wire Distribution Network

Design of Shunt Active Filter for Harmonic Compensation in a 3 Phase 3 Wire Distribution Network Internatonal Journal of Research n Electrcal & Electroncs Engneerng olume 1, Issue 1, July-September, 2013, pp. 85-92, IASTER 2013 www.aster.com, Onlne: 2347-5439, Prnt: 2348-0025 Desgn of Shunt Actve

More information

29. Network Functions for Circuits Containing Op Amps

29. Network Functions for Circuits Containing Op Amps 9. Network Functons for Crcuts Contanng Op Amps Introducton Each of the crcuts n ths problem set contans at least one op amp. Also each crcut s represented by a gven network functon. These problems can

More information

Research on Peak-detection Algorithm for High-precision Demodulation System of Fiber Bragg Grating

Research on Peak-detection Algorithm for High-precision Demodulation System of Fiber Bragg Grating , pp. 337-344 http://dx.do.org/10.1457/jht.014.7.6.9 Research on Peak-detecton Algorthm for Hgh-precson Demodulaton System of Fber ragg Gratng Peng Wang 1, *, Xu Han 1, Smn Guan 1, Hong Zhao and Mngle

More information

Chapter 13. Filters Introduction Ideal Filter

Chapter 13. Filters Introduction Ideal Filter Chapter 3 Flters 3.0 Introducton Flter s the crcut that capable o passng sgnal rom nput to output that has requency wthn a speced band and attenuatng all others outsde the band. Ths s the property o selectvty.

More information

Electrical Capacitance Tomography with a Square Sensor

Electrical Capacitance Tomography with a Square Sensor Electrcal Capactance Tomography wth a Square Sensor W Q Yang * Department of Electrcal Engneerng and Electroncs, Process Tomography Group, UMIST, P O Box 88, Manchester M60 QD, UK, emal w.yang@umst.ac.uk

More information

Micro-grid Inverter Parallel Droop Control Method for Improving Dynamic Properties and the Effect of Power Sharing

Micro-grid Inverter Parallel Droop Control Method for Improving Dynamic Properties and the Effect of Power Sharing 2015 AASRI Internatonal Conference on Industral Electroncs and Applcatons (IEA 2015) Mcro-grd Inverter Parallel Droop Control Method for Improvng Dynamc Propertes and the Effect of Power Sharng aohong

More information

PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION. Evgeny Artyomov and Orly Yadid-Pecht

PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION. Evgeny Artyomov and Orly Yadid-Pecht 68 Internatonal Journal "Informaton Theores & Applcatons" Vol.11 PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION Evgeny Artyomov and Orly

More information

Research of Dispatching Method in Elevator Group Control System Based on Fuzzy Neural Network. Yufeng Dai a, Yun Du b

Research of Dispatching Method in Elevator Group Control System Based on Fuzzy Neural Network. Yufeng Dai a, Yun Du b 2nd Internatonal Conference on Computer Engneerng, Informaton Scence & Applcaton Technology (ICCIA 207) Research of Dspatchng Method n Elevator Group Control System Based on Fuzzy Neural Network Yufeng

More information

High Speed, Low Power And Area Efficient Carry-Select Adder

High Speed, Low Power And Area Efficient Carry-Select Adder Internatonal Journal of Scence, Engneerng and Technology Research (IJSETR), Volume 5, Issue 3, March 2016 Hgh Speed, Low Power And Area Effcent Carry-Select Adder Nelant Harsh M.tech.VLSI Desgn Electroncs

More information

Control of Chaos in Positive Output Luo Converter by means of Time Delay Feedback

Control of Chaos in Positive Output Luo Converter by means of Time Delay Feedback Control of Chaos n Postve Output Luo Converter by means of Tme Delay Feedback Nagulapat nkran.ped@gmal.com Abstract Faster development n Dc to Dc converter technques are undergong very drastc changes due

More information

NOVEL BAND-REJECT FILTER DESIGN USING MULTILAYER BRAGG MIRROR AT 1550 NM

NOVEL BAND-REJECT FILTER DESIGN USING MULTILAYER BRAGG MIRROR AT 1550 NM NOVEL BAND-REJECT FILTER DESIGN USING MULTILAYER BRAGG MIRROR AT 1550 NM Krshanu Nandy 1, Suhrd Bswas 2, Rahul Bhattacharyya 3, Soumendra Nath Saha 4, Arpan Deyas 5 1,2,3,4,5 Department of Electroncs of

More information

Transmitted field in the lossy ground from ground penetrating radar (GPR) dipole antenna

Transmitted field in the lossy ground from ground penetrating radar (GPR) dipole antenna Computatonal Methods and Expermental Measurements XVII 3 Transmtted feld n the lossy ground from ground penetratng radar (GPR) dpole antenna D. Poljak & V. Dorć Unversty of Splt, Croata Abstract The paper

More information

A MODIFIED DIFFERENTIAL EVOLUTION ALGORITHM IN SPARSE LINEAR ANTENNA ARRAY SYNTHESIS

A MODIFIED DIFFERENTIAL EVOLUTION ALGORITHM IN SPARSE LINEAR ANTENNA ARRAY SYNTHESIS A MODIFIED DIFFERENTIAL EVOLUTION ALORITHM IN SPARSE LINEAR ANTENNA ARRAY SYNTHESIS Kaml Dmller Department of Electrcal-Electroncs Engneerng rne Amercan Unversty North Cyprus, Mersn TURKEY kdmller@gau.edu.tr

More information

A study of turbo codes for multilevel modulations in Gaussian and mobile channels

A study of turbo codes for multilevel modulations in Gaussian and mobile channels A study of turbo codes for multlevel modulatons n Gaussan and moble channels Lamne Sylla and Paul Forter (sylla, forter)@gel.ulaval.ca Department of Electrcal and Computer Engneerng Laval Unversty, Ste-Foy,

More information

Triferential Subtraction in Strain Gage Signal Conditioning. Introduction

Triferential Subtraction in Strain Gage Signal Conditioning. Introduction Trferental Subtracton n Stran Gage Sgnal Condtonng Karl F. Anderson Vald Measurements 3751 W. Ave. J-14 Lancaster, CA 93536 (661) 722-8255 http://www.vm-usa.com Introducton The general form of NASA's Anderson

More information

Reconstruction of the roadway coverage parameters from radar probing measurements

Reconstruction of the roadway coverage parameters from radar probing measurements Surface Effects and Contact Mechancs X 37 Reconstructon of the roadway coverage parameters from radar probng measurements A. Kranyukov Faculty of Computer Scence and Electroncs, Transport and Telecommuncaton

More information

MASTER TIMING AND TOF MODULE-

MASTER TIMING AND TOF MODULE- MASTER TMNG AND TOF MODULE- G. Mazaher Stanford Lnear Accelerator Center, Stanford Unversty, Stanford, CA 9409 USA SLAC-PUB-66 November 99 (/E) Abstract n conjuncton wth the development of a Beam Sze Montor

More information

Voltage Quality Enhancement and Fault Current Limiting with Z-Source based Series Active Filter

Voltage Quality Enhancement and Fault Current Limiting with Z-Source based Series Active Filter Research Journal of Appled Scences, Engneerng and echnology 3(): 246-252, 20 ISSN: 2040-7467 Maxwell Scentfc Organzaton, 20 Submtted: July 26, 20 Accepted: September 09, 20 Publshed: November 25, 20 oltage

More information

Unit 1. Current and Voltage U 1 VOLTAGE AND CURRENT. Circuit Basics KVL, KCL, Ohm's Law LED Outputs Buttons/Switch Inputs. Current / Voltage Analogy

Unit 1. Current and Voltage U 1 VOLTAGE AND CURRENT. Circuit Basics KVL, KCL, Ohm's Law LED Outputs Buttons/Switch Inputs. Current / Voltage Analogy ..2 nt Crcut Bascs KVL, KCL, Ohm's Law LED Outputs Buttons/Swtch Inputs VOLTAGE AND CRRENT..4 Current and Voltage Current / Voltage Analogy Charge s measured n unts of Coulombs Current Amount of charge

More information

Parameter Free Iterative Decoding Metrics for Non-Coherent Orthogonal Modulation

Parameter Free Iterative Decoding Metrics for Non-Coherent Orthogonal Modulation 1 Parameter Free Iteratve Decodng Metrcs for Non-Coherent Orthogonal Modulaton Albert Gullén Fàbregas and Alex Grant Abstract We study decoder metrcs suted for teratve decodng of non-coherently detected

More information

THE ARCHITECTURE OF THE BROADBAND AMPLIFIERS WITHOUT CLASSICAL STAGES WITH A COMMON BASE AND A COMMON EMITTER

THE ARCHITECTURE OF THE BROADBAND AMPLIFIERS WITHOUT CLASSICAL STAGES WITH A COMMON BASE AND A COMMON EMITTER VOL. 0, NO. 8, OCTOBE 205 ISSN 89-6608 2006-205 Asan esearch Publshng Network (APN. All rghts reserved. THE ACHITECTUE OF THE BOADBAND AMPLIFIES WITHOUT CLASSICAL STAGES WITH A COMMON BASE AND A COMMON

More information

Control Chart. Control Chart - history. Process in control. Developed in 1920 s. By Dr. Walter A. Shewhart

Control Chart. Control Chart - history. Process in control. Developed in 1920 s. By Dr. Walter A. Shewhart Control Chart - hstory Control Chart Developed n 920 s By Dr. Walter A. Shewhart 2 Process n control A phenomenon s sad to be controlled when, through the use of past experence, we can predct, at least

More information

Time-frequency Analysis Based State Diagnosis of Transformers Windings under the Short-Circuit Shock

Time-frequency Analysis Based State Diagnosis of Transformers Windings under the Short-Circuit Shock Tme-frequency Analyss Based State Dagnoss of Transformers Wndngs under the Short-Crcut Shock YUYING SHAO, ZHUSHI RAO School of Mechancal Engneerng ZHIJIAN JIN Hgh Voltage Lab Shangha Jao Tong Unversty

More information

Learning Ensembles of Convolutional Neural Networks

Learning Ensembles of Convolutional Neural Networks Learnng Ensembles of Convolutonal Neural Networks Lran Chen The Unversty of Chcago Faculty Mentor: Greg Shakhnarovch Toyota Technologcal Insttute at Chcago 1 Introducton Convolutonal Neural Networks (CNN)

More information

Beam quality measurements with Shack-Hartmann wavefront sensor and M2-sensor: comparison of two methods

Beam quality measurements with Shack-Hartmann wavefront sensor and M2-sensor: comparison of two methods Beam qualty measurements wth Shack-Hartmann wavefront sensor and M-sensor: comparson of two methods J.V.Sheldakova, A.V.Kudryashov, V.Y.Zavalova, T.Y.Cherezova* Moscow State Open Unversty, Adaptve Optcs

More information

Digital Transmission

Digital Transmission Dgtal Transmsson Most modern communcaton systems are dgtal, meanng that the transmtted normaton sgnal carres bts and symbols rather than an analog sgnal. The eect o C/N rato ncrease or decrease on dgtal

More information

Comparative Analysis of Reuse 1 and 3 in Cellular Network Based On SIR Distribution and Rate

Comparative Analysis of Reuse 1 and 3 in Cellular Network Based On SIR Distribution and Rate Comparatve Analyss of Reuse and 3 n ular Network Based On IR Dstrbuton and Rate Chandra Thapa M.Tech. II, DEC V College of Engneerng & Technology R.V.. Nagar, Chttoor-5727, A.P. Inda Emal: chandra2thapa@gmal.com

More information

Research on Controller of Micro-hydro Power System Nan XIE 1,a, Dezhi QI 2,b,Weimin CHEN 2,c, Wei WANG 2,d

Research on Controller of Micro-hydro Power System Nan XIE 1,a, Dezhi QI 2,b,Weimin CHEN 2,c, Wei WANG 2,d Advanced Materals Research Submtted: 2014-05-13 ISSN: 1662-8985, Vols. 986-987, pp 1121-1124 Accepted: 2014-05-19 do:10.4028/www.scentfc.net/amr.986-987.1121 Onlne: 2014-07-18 2014 Trans Tech Publcatons,

More information

A Comparison of Two Equivalent Real Formulations for Complex-Valued Linear Systems Part 2: Results

A Comparison of Two Equivalent Real Formulations for Complex-Valued Linear Systems Part 2: Results AMERICAN JOURNAL OF UNDERGRADUATE RESEARCH VOL. 1 NO. () A Comparson of Two Equvalent Real Formulatons for Complex-Valued Lnear Systems Part : Results Abnta Munankarmy and Mchael A. Heroux Department of

More information

4.3- Modeling the Diode Forward Characteristic

4.3- Modeling the Diode Forward Characteristic 2/8/2012 3_3 Modelng the ode Forward Characterstcs 1/3 4.3- Modelng the ode Forward Characterstc Readng Assgnment: pp. 179-188 How do we analyze crcuts wth juncton dodes? 2 ways: Exact Solutons ffcult!

More information

A High-Sensitivity Oversampling Digital Signal Detection Technique for CMOS Image Sensors Using Non-destructive Intermediate High-Speed Readout Mode

A High-Sensitivity Oversampling Digital Signal Detection Technique for CMOS Image Sensors Using Non-destructive Intermediate High-Speed Readout Mode A Hgh-Senstvty Oversamplng Dgtal Sgnal Detecton Technque for CMOS Image Sensors Usng Non-destructve Intermedate Hgh-Speed Readout Mode Shoj Kawahto*, Nobuhro Kawa** and Yoshak Tadokoro** *Research Insttute

More information

Latency Insertion Method (LIM) for IR Drop Analysis in Power Grid

Latency Insertion Method (LIM) for IR Drop Analysis in Power Grid Abstract Latency Inserton Method (LIM) for IR Drop Analyss n Power Grd Dmtr Klokotov, and José Schutt-Ané Wth the steadly growng number of transstors on a chp, and constantly tghtenng voltage budgets,

More information

Guidelines for CCPR and RMO Bilateral Key Comparisons CCPR Working Group on Key Comparison CCPR-G5 October 10 th, 2014

Guidelines for CCPR and RMO Bilateral Key Comparisons CCPR Working Group on Key Comparison CCPR-G5 October 10 th, 2014 Gudelnes for CCPR and RMO Blateral Key Comparsons CCPR Workng Group on Key Comparson CCPR-G5 October 10 th, 2014 These gudelnes are prepared by CCPR WG-KC and RMO P&R representatves, and approved by CCPR,

More information

Dual Functional Z-Source Based Dynamic Voltage Restorer to Voltage Quality Improvement and Fault Current Limiting

Dual Functional Z-Source Based Dynamic Voltage Restorer to Voltage Quality Improvement and Fault Current Limiting Australan Journal of Basc and Appled Scences, 5(5): 287-295, 20 ISSN 99-878 Dual Functonal Z-Source Based Dynamc Voltage Restorer to Voltage Qualty Improvement and Fault Current Lmtng M. Najaf, M. Hoseynpoor,

More information

A method to reduce DC-link voltage fluctuation of PMSM drive system with reduced DC-link capacitor

A method to reduce DC-link voltage fluctuation of PMSM drive system with reduced DC-link capacitor Internatonal Conference on Advanced Electronc Scence and Technology (AEST 2016) A method to reduce DClnk voltage fluctuaton of PMSM drve system wth reduced DClnk capactor a Ke L, Y Wang, Hong Wang and

More information

STUDY OF MATRIX CONVERTER BASED UNIFIED POWER FLOW CONTROLLER APPLIED PI-D CONTROLLER

STUDY OF MATRIX CONVERTER BASED UNIFIED POWER FLOW CONTROLLER APPLIED PI-D CONTROLLER Journal of Engneerng Scence and Technology Specal Issue on Appled Engneerng and Scences, October (214) 3-38 School of Engneerng, Taylor s Unversty STUDY OF MATRIX CONVERTER BASED UNIFIED POWER FLOW CONTROLLER

More information

... -J to send radio signals through the air, how modulation , IJ."~ UNITED STATES~~ FREQUENCY ALLOCATIONS

... -J to send radio signals through the air, how modulation , IJ.~ UNITED STATES~~ FREQUENCY ALLOCATIONS ..., J."..J What would lfe be lke wthout rado and televson? Only a hundred years ago the fastest way to send a message between Amerca and Europe or Asa was a fast shp. Now we get lve televson coverage

More information

A Novel Soft-Switching Two-Switch Flyback Converter with a Wide Operating Range and Regenerative Clamping

A Novel Soft-Switching Two-Switch Flyback Converter with a Wide Operating Range and Regenerative Clamping 77 Journal of ower Electroncs, ol 9, No 5, September 009 JE 9-5- A Novel Soft-Swtchng Two-Swtch Flybac Converter wth a Wde Operatng Range and Regeneratve Clampng Marn-Go Km and Young-Seo Jung * Dvson of

More information

Optimization of triangular lattice defect in dynamic photonic crystal structures for optical storage and processing

Optimization of triangular lattice defect in dynamic photonic crystal structures for optical storage and processing Optmzaton of trangular lattce defect n dynamc photonc crystal structures for optcal storage and processng Mostafa Shalaby a, A. K. AboulSeoud a,b, Moustafa H. Aly a, Amr Marzouk c a Arab Academy for Scence,

More information

Generalized Incomplete Trojan-Type Designs with Unequal Cell Sizes

Generalized Incomplete Trojan-Type Designs with Unequal Cell Sizes Internatonal Journal of Theoretcal & Appled Scences 6(1): 50-54(2014) ISSN No. (Prnt): 0975-1718 ISSN No. (Onlne): 2249-3247 Generalzed Incomplete Trojan-Type Desgns wth Unequal Cell Szes Cn Varghese,

More information

Design of RF and Microwave Filters

Design of RF and Microwave Filters Desn of RF and Mcrowave Flters 차례. Introducton ; types of Flters --------------------------------------. Characterzaton of Flters ------------------------------------------ 3. Approxmate Desn Methods --------------------------------------

More information

EE 508 Lecture 6. Degrees of Freedom The Approximation Problem

EE 508 Lecture 6. Degrees of Freedom The Approximation Problem EE 508 Lecture 6 Degrees of Freedom The Approxmaton Problem Revew from Last Tme Desgn Strategy Theorem: A crcut wth transfer functon T(s) can be obtaned from a crcut wth normalzed transfer functon T n

More information

ANNUAL OF NAVIGATION 11/2006

ANNUAL OF NAVIGATION 11/2006 ANNUAL OF NAVIGATION 11/2006 TOMASZ PRACZYK Naval Unversty of Gdyna A FEEDFORWARD LINEAR NEURAL NETWORK WITH HEBBA SELFORGANIZATION IN RADAR IMAGE COMPRESSION ABSTRACT The artcle presents the applcaton

More information

Figure 1. DC-DC Boost Converter

Figure 1. DC-DC Boost Converter EE36L, Power Electroncs, DC-DC Boost Converter Verson Feb. 8, 9 Overvew Boost converters make t possble to effcently convert a DC voltage from a lower level to a hgher level. Theory of Operaton Relaton

More information

Graph Method for Solving Switched Capacitors Circuits

Graph Method for Solving Switched Capacitors Circuits Recent Advances n rcuts, ystems, gnal and Telecommuncatons Graph Method for olvng wtched apactors rcuts BHUMIL BRTNÍ Department of lectroncs and Informatcs ollege of Polytechncs Jhlava Tolstého 6, 586

More information

Closed Loop Topology of Converter for Variable Speed PMSM Drive

Closed Loop Topology of Converter for Variable Speed PMSM Drive Closed Loop Topology of Converter for Varable Speed PMSM Drve Devang B Parmar Assstant Professor Department of Electrcal Engneerng V.V.P Engneerng College,Rajkot, Gujarat, Inda Abstract- The dscontnuous

More information

A Current Differential Line Protection Using a Synchronous Reference Frame Approach

A Current Differential Line Protection Using a Synchronous Reference Frame Approach A Current Dfferental Lne rotecton Usng a Synchronous Reference Frame Approach L. Sousa Martns *, Carlos Fortunato *, and V.Fernão res * * Escola Sup. Tecnologa Setúbal / Inst. oltécnco Setúbal, Setúbal,

More information

@IJMTER-2015, All rights Reserved 383

@IJMTER-2015, All rights Reserved 383 SIL of a Safety Fuzzy Logc Controller 1oo usng Fault Tree Analyss (FAT and realablty Block agram (RB r.-ing Mohammed Bsss 1, Fatma Ezzahra Nadr, Prof. Amam Benassa 3 1,,3 Faculty of Scence and Technology,

More information

Development of an UWB Rescue Radar System - Detection of Survivors Using Fuzzy Reasoning -

Development of an UWB Rescue Radar System - Detection of Survivors Using Fuzzy Reasoning - Development of an UWB Rescue Radar System - Detecton of Survvors Usng Fuzzy Reasonng - Iwak Akyama Shonan Insttute of Technology Fujsawa 251-8511 Japan akyama@wak.org Masatosh Enokto Shonan Insttute of

More information

THE GREY SCALE OF A TELEVISION PICTURE

THE GREY SCALE OF A TELEVISION PICTURE RESEARCH DEPARTMENT THE VARATON N THE VSBlTY OF NTERFERENCE OVER THE GREY SCALE OF A TELEVSON PCTURE Report No. T-092 ( 1962/27) w. Ko Eo Geddes M. A. Grad 0 Eo Eo (D. Maurce) The Report s the propert1

More information

In modern wireless RF and microwave communications

In modern wireless RF and microwave communications Frequency Propertes of a Reverse Based Thc Swtchng PIN Dode A revew of PIN dode behavor n a large-sgnal envronment By Loudmla Drozdovsaa llanova Unversty In modern wreless RF and mcrowave communcatons

More information

Optimization Frequency Design of Eddy Current Testing

Optimization Frequency Design of Eddy Current Testing Optmzaton Frequency Desgn of Eddy Current Testng NAONG MUNGKUNG 1, KOMKIT CHOMSUWAN 1, NAONG PIMPU 2 AND TOSHIFUMI YUJI 3 1 Department of Electrcal Technology Educaton Kng Mongkut s Unversty of Technology

More information

Design of an FPGA based TV-tuner test bench using MFIR structures

Design of an FPGA based TV-tuner test bench using MFIR structures ANNUAL JOURNAL OF ELECTRONICS, 3, ISSN 34-78 Desgn of an FPGA based TV-tuner test bench usng MFIR structures Jean-Jacques Vandenbussche, Peter Lee and Joan Peuteman Abstract - The paper shows how Multplcatve

More information

A Facts Device: Distributed Power-Flow Controller (DPFC)

A Facts Device: Distributed Power-Flow Controller (DPFC) A Facts Devce: Dstrbuted Power-Flow Controller (DPFC) Guda Pryanka 1, K. Jaghannath 2, D. Kumara Swamy 3 1, 2, 3 Dept. of EEE, SVS Insttute of Technology, Hanamkonda, T.S, Inda Emal address: ujjwalak32@gmal.com

More information

Application of Intelligent Voltage Control System to Korean Power Systems

Application of Intelligent Voltage Control System to Korean Power Systems Applcaton of Intellgent Voltage Control System to Korean Power Systems WonKun Yu a,1 and HeungJae Lee b, *,2 a Department of Power System, Seol Unversty, South Korea. b Department of Power System, Kwangwoon

More information

FAST IMPEDANCE SPECTROSCOPY METHOD USING SQUARE PULSE EXCITATION

FAST IMPEDANCE SPECTROSCOPY METHOD USING SQUARE PULSE EXCITATION 2th IMEKO TC & TC7 Jont Symposum on Man Scence & Measurement September, 3 5, 2008, Annecy, France FAST IMPEDANCE SPECTROSCOPY METHOD USING SQUARE PULSE EXCITATION Jerzy Hoja, Grzegorz Lentka 2 Gdansk Unversty

More information

ANALYTICAL AND NUMERICAL MODELING OF V TH AND S FOR NEW CG MOSFET STRUCTURE

ANALYTICAL AND NUMERICAL MODELING OF V TH AND S FOR NEW CG MOSFET STRUCTURE Internatonal Journal of Informaton Scences and Technques (IJIST) Vol.6, No.3/4/5/6, November 6 ANALYTICAL AND NUMERICAL MODELING OF V TH AND S FOR NEW CG MOSFET STRUCTURE ABSTRACT H. Jaafar*, A. Aouaj*,

More information

Simulation of Distributed Power-Flow Controller (Dpfc)

Simulation of Distributed Power-Flow Controller (Dpfc) RESEARCH INVENTY: Internatonal Journal of Engneerng and Scence ISBN: 2319-6483, ISSN: 2278-4721, Vol. 2, Issue 1 (January 2013), PP 25-32 www.researchnventy.com Smulaton of Dstrbuted Power-Flow Controller

More information

INSTANTANEOUS TORQUE CONTROL OF MICROSTEPPING BIPOLAR PWM DRIVE OF TWO-PHASE STEPPING MOTOR

INSTANTANEOUS TORQUE CONTROL OF MICROSTEPPING BIPOLAR PWM DRIVE OF TWO-PHASE STEPPING MOTOR The 5 th PSU-UNS Internatonal Conference on Engneerng and 537 Technology (ICET-211), Phuket, May 2-3, 211 Prnce of Songkla Unversty, Faculty of Engneerng Hat Ya, Songkhla, Thaland 9112 INSTANTANEOUS TORQUE

More information

Controller Design Using Coefficient Diagram Methods for Matrix Converter Based Unified Power Flow Controllers

Controller Design Using Coefficient Diagram Methods for Matrix Converter Based Unified Power Flow Controllers APSAEM Journal of the Japan Socety of Appled Electromagnetcs and Mechancs Vol., No.3 (03) Regular Paper Controller Desgn Usng Coeffcent Dagram Methods for Matrx Converter Based Unfed Power Flow Controllers

More information

Strain Gauge Measuring Amplifier BA 660

Strain Gauge Measuring Amplifier BA 660 Stran Gauge Measurng Amplfer BA 660 Orgnal of the Manual BA660 / IP20 BA660 / IP66 Table of Contents 1. Safety precautons...2 1.1. Feld of applcaton...2 1.2. Installaton...2 1.3. Mantenance...2 2. Functon...2

More information

DUE TO process scaling, the number of devices on a

DUE TO process scaling, the number of devices on a IEEE TRANSACTIONS ON COMPONENTS, PACKAGING AND MANUFACTURING TECHNOLOGY, VOL. 1, NO. 11, NOVEMBER 011 1839 Latency Inserton Method (LIM) for DC Analyss of Power Supply Networks Dmtr Klokotov, Patrck Goh,

More information

Instruction Sheet AMPMODU* MTE CONNECTORS Mar 11 Rev A

Instruction Sheet AMPMODU* MTE CONNECTORS Mar 11 Rev A Instructon Sheet AMPMODU* MTE CONNECTORS 408-6919 10 Mar 11 PROPER USE GUIDELINES Cumulatve Trauma Dsorders can result from the prolonged use of manually powered hand tools. Hand tools are ntended for

More information

DETERMINATION OF WIND SPEED PROFILE PARAMETERS IN THE SURFACE LAYER USING A MINI-SODAR

DETERMINATION OF WIND SPEED PROFILE PARAMETERS IN THE SURFACE LAYER USING A MINI-SODAR DETERMINATION OF WIND SPEED PROFILE PARAMETERS IN THE SURFACE LAYER USING A MINI-SODAR A. Coppalle, M. Talbaut and F. Corbn UMR 6614 CORIA, Sant Etenne du Rouvray, France INTRODUCTION Recent mprovements

More information

Transformer winding modal parameter identification based on poly-reference least-square complex frequency domain method

Transformer winding modal parameter identification based on poly-reference least-square complex frequency domain method Internatonal Conference on Advanced Electronc Scence and Technology (AEST 2016) Transformer wndng modal parameter dentfcaton based on poly-reference least-square complex frequency doman method Yanng L

More information

Comparison of Two Measurement Devices I. Fundamental Ideas.

Comparison of Two Measurement Devices I. Fundamental Ideas. Comparson of Two Measurement Devces I. Fundamental Ideas. ASQ-RS Qualty Conference March 16, 005 Joseph G. Voelkel, COE, RIT Bruce Sskowsk Rechert, Inc. Topcs The Problem, Eample, Mathematcal Model One

More information

HIGH PERFORMANCE ADDER USING VARIABLE THRESHOLD MOSFET IN 45NM TECHNOLOGY

HIGH PERFORMANCE ADDER USING VARIABLE THRESHOLD MOSFET IN 45NM TECHNOLOGY Internatonal Journal of Electrcal, Electroncs and Computer Systems, (IJEECS) HIGH PERFORMANCE ADDER USING VARIABLE THRESHOLD MOSFET IN 45NM TECHNOLOGY 1 Supryo Srman, 2 Dptendu Ku. Kundu, 3 Saradndu Panda,

More information

AC-DC CONVERTER FIRING ERROR DETECTION

AC-DC CONVERTER FIRING ERROR DETECTION BNL- 63319 UC-414 AGS/AD/96-3 INFORMAL AC-DC CONVERTER FIRING ERROR DETECTION O.L. Gould July 15, 1996 OF THIS DOCUMENT IS ALTERNATING GRADIENT SYNCHROTRON DEPARTMENT BROOKHAVEN NATIONAL LABORATORY ASSOCIATED

More information

[Type text] [Type text] [Type text] Wenjing Yuan Luxun Art Academy of Yan an University Xi an, , (CHINA)

[Type text] [Type text] [Type text] Wenjing Yuan Luxun Art Academy of Yan an University Xi an, , (CHINA) [Type text] [Type text] [Type text] ISSN : 0974-7435 Volume 10 Issue 19 BoTechnology 2014 An Indan Journal FULL PAPER BTAIJ, 10(19, 2014 [10873-10877] Computer smulaton analyss on pano tmbre ABSTRACT Wenjng

More information

Microelectronic Circuits

Microelectronic Circuits Mcroelectronc Crcuts Slde 1 Introducton Suggested textbook: 1. Adel S. Sedra and Kenneth C. Smth, Mcroelectronc Crcuts Theory and Applcatons, Sxth edton Internatonal Verson, Oxford Unersty Press, 2013.

More information

Analysis of Time Delays in Synchronous and. Asynchronous Control Loops. Bj rn Wittenmark, Ben Bastian, and Johan Nilsson

Analysis of Time Delays in Synchronous and. Asynchronous Control Loops. Bj rn Wittenmark, Ben Bastian, and Johan Nilsson 37th CDC, Tampa, December 1998 Analyss of Delays n Synchronous and Asynchronous Control Loops Bj rn Wttenmark, Ben Bastan, and Johan Nlsson emal: bjorn@control.lth.se, ben@control.lth.se, and johan@control.lth.se

More information

aperture David Makovoz, 30/01/2006 Version 1.0 Table of Contents

aperture David Makovoz, 30/01/2006 Version 1.0 Table of Contents aperture 1 aperture Davd Makovoz, 30/01/2006 Verson 1.0 Table of Contents aperture... 1 1 Overvew... 2 1.1 Input Image Requrements... 2 2 aperture... 2 2.1 Input... 2 2.2 Processng... 4 2.3 Output Table...

More information

Numerical simulations for long range guided waves Nondestructive Testing by a wavelet based two port equivalent.

Numerical simulations for long range guided waves Nondestructive Testing by a wavelet based two port equivalent. Numercal smulatons for long range guded waves Nondestructve Testng by a wavelet based two port equvalent. F. BERTONCINI, A. MUSOLINO, M. RAUGI, F. TURCU Department of Electrc Systems and Automaton Unversty

More information

DIELECTRIC MEASUREMENT FOR SOLID CYLINDRICAL SAMPLES

DIELECTRIC MEASUREMENT FOR SOLID CYLINDRICAL SAMPLES SCA24-2 1/12 DIELECTRIC MEASUREMENT FOR SOLID CYLINDRICAL SAMPLES N. Seleznev, A. Boyd, T. Habashy, C. Straley Schlumberger-Doll Research, Rdgefeld, US S. Luth, Delft Unversty of Technology, The Netherlands

More information

Low Switching Frequency Active Harmonic Elimination in Multilevel Converters with Unequal DC Voltages

Low Switching Frequency Active Harmonic Elimination in Multilevel Converters with Unequal DC Voltages Low Swtchng Frequency Actve Harmonc Elmnaton n Multlevel Converters wth Unequal DC Voltages Zhong Du,, Leon M. Tolbert, John N. Chasson, Hu L The Unversty of Tennessee Electrcal and Computer Engneerng

More information