ABSTRACT SECURE OPTICAL LAYER COMMUNICATIONS SYSTEM INTRODUCTION

Size: px
Start display at page:

Download "ABSTRACT SECURE OPTICAL LAYER COMMUNICATIONS SYSTEM INTRODUCTION"

Transcription

1 SECURE OTICAL COMMUNICATIONS UTILIZING SK MODULATION, OLARIZATION MULTILEXING AND COHERENT DIGITAL HOMODYNE DETECTION WITH WAVELENGTH AND OLARIZATION AGILITY Aviv Saamon, Guy Levy-Yurista, Michae Tseytin, a S. Cho, and Isaac Shpantzer, CeLight Inc., 100 Tech Road, Suite 300, Siver Spring, MD 0904 evy.yurista@ceight.com ABSTRACT Data Encryption and User Authentication are the major communications security (ComSec) approaches used in today s communications networs. Whie these methods provide an efficient means to secure the sensitive information, they do not prevent a hostie opponent from jamming the signa or tapping the in. We present here an anaysis of a coherent optica communications system providing secure communications in free-space or over fiber. After reviewing the basic principes of Coherent Optica Communications we present a system using poarization/frequency agiity to secure the data in at the optica ayer. The ey buiding bocs wi be presented, incuding a QSK transmitter, and an optica hybrid combined with a coherent digita receiver. A description of CeLight s LiNbO 3 integrated impementation of the transmitter and the receiver wi be detaied. Next, a theoretica anaysis demonstrating the capabiities of such a secure communications system to send data over fiber and in free space eiminating the need for optica fitering and ambda-based de-mutipexing. Finay, we present an experiment demonstrating the abiity of the proposed frequency hopping soution to avoid an eavesdropper from intercepting the data channe. INTRODUCTION Techniques used today to secure communications networs consist of Data Encryption and User Authentication. Data encryption maes the deciphering of information that has been accessed without authorization more difficut, whie user authentication procedures are used to prevent unauthorized users from gaining access to the data in the first pace. Whie these methods provide ways to secure sensitive information, they do not prevent physicay tapping into the in and coecting the transmitted data. Commerciay avaiabe off the shef equipment provides such optica in tapping capabiities, enabing the interception and coection of data. Increasing computation power and efficient agorithms may enabe the eventua deciphering of this maiciousy coected data. We present here a method and system based on CeLight s VectorWAVE patform to provide a more fundamenta eve of security to the communications in at the optica ayer, whether free-space or fiber, maing the maicious coection of data consideraby harder. The proposed method incudes using phase shift eying (SK) moduation and coherent digita homodyne detection. This moduation and detection scheme provides inherent frequency seectivity and enabes the incorporation of waveength agiity into the communications in without reiance on narrowband tunabe optica fiters. In addition, the preservation of the signa phase information in the receiver enabes the impementation of a digita poarization diversity receiver without reiance on optica components, thus maing poarization mutipexing and poarization agiity impementabe. As a resut, a potentia eavesdropper wi have to use more compex receivers, covering a much wider bandwidth of optica spectrum and deveop a nove cass of devices accounting for the rapid signa poarization changes of the mutipexed signas. SECURE OTICAL LAYER COMMUNICATIONS SYSTEM Figure 1 shows a singe transmitter, one of many to be used in such a secure optica Communications system. A ow inewidth tunabe aser is optionay intensity moduated using a Mach-Zehnder Interferometer (MZI) and shaped into a train of RZ (return to zero) puses. The carrier is spit into two paths; each intended to carry data on a different poarization state (H and V). The data is encoded in the phase of each of the optica carrier poarization component using a phase moduator or a quadrature moduator, e.g. CeLight s LiNbO 3 quadrature moduator shown in Figure. The two signas are then added on two orthogona poarization states using a poarization beam combiner (BC) and transmitted. A 1 of 9

2 poarization scramber may be used to change the poarization state of the signa. Tuanbe Laser use Shaping MZI Spitter H V H Data SK Moduator SK Moduator V Data BC oarization Scramber Figure 1. SK dua-poarization transmitter schematic. A ow inewidth tunabe aser is shaped into a puse train using a MZI, then spit into two paths each moduated with an independent data stream using a SK moduator, and combined again on orthogona poarization using a poarization beam combiner (BC). A poarization scramber is used to rapidy change the poarization of the transmitted signa enhancing its immunity to tapping. Optica in I Data Q Data hase contro to in Optica out Figure. CeLight s LiNbO 3 QSK moduator schematic. The carrier signa is divided into two arms, carrying the inphase (I) and quadrature-phase (Q) parts of the moduation. A MZI on each arm moduates the carrier s itude according to the data, and a 90 phase shift is induced between the two arms using a phase moduator (M). Finay, the two arms are combined using a couper. In the receiver, schematicay shown in Figure 3, the signa is spit into two (arbitrary) orthogona poarizations (H and V ) and each is mixed with a oca osciator in an optica 90 hybrid. The hybrid, shown in Figure 4, taes the signa S and the oca osciator L and produces four outputs: (i) S+L, (ii) S-L, (iii) S+jL and (iv) S-jL. Each of the optica output pairs (i), (ii) and (iii), (iv) is coected by a pair of baanced diodes whose photocurrents are subtracted, as shown in Figure 5, to produce currents proportiona to S+L - S-L 4 Re{SL * } and S+jL - SjL 4 Im{SL * }, together constructing the compex vaue SL *. Foowing this (inear) transformation the signas are eectricay fitered, sed and then processed. The oca osciator (aser) L, which is aso tunabe, is supposed to be phase-oced to the incoming signa S. The actua impementation of the phase-oc oop (LL) is done in the digita part of the receiver, eiminating the need for a compex optica LL. The optica hybrid and baanced diodes act as a mixer, down-converting the signa from the optica band to the eectrica baseband. It is important to note that since the transformation is inear, a of the fitering (for noise reduction and separation of carriers) can be performed in the eectrica domain, with no reiance on narrow optica fiters. For the same reason the signa received by the DS on arbitrary poarizations [S H S V ] T can be rotated (by mutipying it with the appropriate recovery matrix, M) to recover the origina poarization state of the signa M [S H S V ] T [S H S V ] T, and the data on each poarization can then be demoduated. BS H' V' 90 Optica Hybrid DC 90 Optica Hybrid Baanced Receiver H' I Baanced Receiver H' Q Tuanbe Laser Baanced Receiver V' I Baanced Receiver V' Q DS H, V Data out Figure 3. SK dua-poarization digita homodyne receiver schematic. The incoming signa is arbitrariy spit into two orthogona poarizations using a poarization beam spitter (BS), each poarization is input into a 90 optica hybrid, which mixes the signa S with a oca osciator L, shared by the two hybrids using a directiona couper (DC). Each hybrid output pair {(S+L), (S-L)} and {(S+jL), (S-jL)} is input into a baanced receiver that yieds a signa proportiona to Re{SL*} and Im{SL*} respectivey. The digitized ses are processed to recover the origina poarization state of the signa to compensate for the phase and frequency offsets of the asers, and to demoduate the data. The system presented above consists of many such transmitters and receivers sharing the same bandwidth, a changing waveengths and poarization states synchronousy or asynchronousy (where the number of waveength sots is much bigger than the number of carriers). Notice, that whie it can be reativey easy to foow a carrier when there are no other carriers present, the presence of a significant number of carriers changing waveengths synchronousy or asynchronousy maes the tas harder. of 9

3 S L 90 Hybrid M M (a) DC DC S+L S-L S+jL S-jL transmitter (serving as the signa carrier) and receiver (serving as the oca osciator). Some additiona time (in the order of microseconds) wi be needed to reoc the receiver onto the incoming data stream. A major advantage of using such coherent detection scheme is that there is no need for narrow tunabe optica components, whose tuning and setting times are on the order of severa miiseconds, because the oca osciator transfers the optica signa ineary to the eectrica domain. OLARIZATION AGILITY (b) Figure optica hybrid. The hybrid taes two input signas S and L, and mixes them with four reative phase reations, adjusted by the phase moduators (Ms): (i) S+L, (ii) S-L, (iii) S+jL, and (iv) S-jL. DC Directiona Couper. (a) a schematic representation (b) CeLight s actua device. S+L S-L Baanced Diodes Re{SL*} TIA Fiter ADC Figure 5. A baanced receiver schematic. A pair of baanced diodes detects the two ight signas; their output is subtracted and ified by a trans-impedance ifier (TIA), fitered and sed in an anaog to digita converter (ADC). ADVANTAGES OF THE SECURE OTICAL COMMUNICATIONS SYSTEM WAVELENGTH AGILITY The main characteristic enabing the secure optica system discussed above is its waveength agiity. Each carrier can change its waveength by tuning the asers in the Another major advantage of the secure optica system discussed above is that no optica components are required in order to recover the poarization state of the signa in the receiver. The inear transformation of the signa from the optica to the eectrica domain and its digitization enabes the performance of digita poarization compensation, thus avoiding the probematic use of sow, non-endess optica poarization compensators, and the incurring osses [ 1]. Furthermore, an enhancement in the security eve can be achieved by appying rapid changes to the poarization state of the signa using a scramber in the transmitter, foowed by the appropriate counter adjustment of the digita poarization compensation matrix in the receiver. Moreover, aowing the transmission of two different data streams on the same carrier frequency, using the two orthogona poarization states, consideraby increases the security eve of the transmitted data, whie doubing the channe capacity and spectra efficiency. ERFORMANCE VS. CHANNEL NOISE The secure optica system discussed above utiizes coherent phase shift eying (SK) demoduation, in particuar the preferred moduation scheme wi be QSK (quadrature SK), where each symbo is encoded with two () bits per poarization, as shown schematicay in Figure 6, [ ]. It shoud be noted that CeLight s quadrature moduator 3], designed for QSK moduation, is abe to perform any moduation scheme (msk, QAM, etc.) given the appropriate driving eectronics. Figure 7 shows cacuated BER vs. SNR per bit curves for QSK/BSK, DQSK, DBSK [ 3] and intensity moduation direct detection (IMDD) [ 5]. The noise is considered to be additive white gaussian noise (AWGN) and is added before the receiver (optica hybrid). It is cear from these resuts that using QSK moduation, the system can toerate more than twice the noise compared to using IMDD. Note that the QSK moduation scheme has doube the spectra efficiency of BSK. 3 of 9

4 V I V Q (a) (b) Figure 6. oarization mutipexed QSK signa consteation. The signa is divided into two orthogona poarization states (a). On each poarization two bits are encoded, one on the in-phase (I) and one on the quadrature-phase (Q) of the signa (b). H I H Q cosey, reying on eectrica fiters to perform the separation. Accordingy, a spectra efficiency of 1.6 bits/sec/hz (40Gbps over 5GHz channe spacing) can be readiy demonstrated with these methods and devices. ERFORMANCE VS. CHANNEL DISTORTION Since the signa is down-converted ineary to the eectrica baseband and digitized, the entire arsena of digita signa processing methods conventionay used in RF systems becomes avaiabe for impementation in the system. articuary, impementation of channe equaization and compensation for inear channe distortions (e.g. chromatic dispersion, MD, some atmospheric effects etc.) is attractive. ANALYSIS OF QSK TRANSMISSION WITHOUT OTICAL FILTERS Assume that the incoming signa S is composed of N carriers, each with power s. The th carrier s anguar frequency is ω, and its phase data is ϕ. An AWGN noise n is added to the signa. s j( ω t ) S e +ϕ + n (1) The oca aser osciator whose power is is tuned to receive the th carrier L jωt e () The current in the I channe after the TIA without fitering is: ( 1+ ε) S L ξ( 1 ε) + nshot n therma i S + L ξ + (3) Figure 7. Cacuated BER vs. SNR per bit for IMDD, DQSK, DBSK and QSK/BSK moduation schemes. SECTRAL EFFICIENCY Using QSK and poarization mutipexing enabes transmitting four (4) bits of information per symbo (puse). Accordingy, for the same signa bandwidth the secure optica communications system can deiver four times the information compared to an OOK or BSK signa transmitted on a singe poarization. In addition, since no optica fiters are used to separate carriers in the receiver, we can pac the channes more Here ξ is the average responsivity of the two baanced diodes, ε is the common mode rejection ratio (CMRR), n shot is the tota shot noise (induced by the two baanced diodes) and n therma is the therma noise induced by the TIA. After ow pass fitering we have i 4ξ ( cosϕ + R{ n }) s + ξε Ns n' + n' shot therma s + R { n } + n + (4) 4 of 9

5 With n being the noise fitered with the receiver oca aser osciator tuned to ω, and n, n shot and n therma are the fitered n, n shot and n therma. number of carriers in the optica fiter passband for a BER of x10-3 (9.dB SNR) and 10-9 (15.6dB SNR). Equation (4) consists of the foowing terms: the desired signa 4ξ cosϕ, the -n beating noise { } s 4ξ R n, the s-s beating interference that is (amost) constant with itude ξε(n s + ), the s-n beating noise 4 ξε s R{ n }, the n-n interference ξε n, the shot noise, and the therma noise. Assuming that (NSR s-n, NSR n-n )<<NSR -n the tota noise wi be minima when N s ½, where is the ima power aowed on each diode. The above inequaities are true if ε ε BWo <<1, and << 1, where 8N BWe BW e and BW o are the receiver eectrica and optica bandwidths, respectivey. Aso, NSR s-s may be quite big (around 1), and must be owered through common DC remova techniques. (a) LINK MEDIUM ANALYSIS FIBER In optica communications fiber ins the ifier noise comes mainy from the in in-ine ifiers. The eve of the incoming signa can be controed by a preifier, with a noise contribution that is assumed to be negigibe compared to the noise aready coming from the in. The tota noise to signa ratio NSR, negecting NSR s-n and NSR n-n and removing NSR s-s, is NSR NSR N + NSR shot therma n q SDth ( ξ + ) BWe + NSR n ( ξ ) + NSR Where SD th is the spectra density of the therma noise and q the eectron charge. The SNR penaty (in db) is SNR NSR ( ) penaty 10og n10 ( ξ ) NSR NSRshot NSRtherma q SDth ( + ) BWe SNR N ξ Figure 8 (a) shows the therma and shot SNR as a function of the number of carriers in the optica fiter passband with ξ0.75a/w, BW e 10GHz, SD th ( ) A /Hz, and 3dBm. Figure 8 (b) shows the SNR penaty vs. the (5) (6) (b) Figure 8. (a) Combined Shot and Therma noise SNR vs. no of carriers in optica fiter; (b) Combined Shot and Therma noise SNR penaty vs. no of carriers in optica fiter at a BER of x10-3 (9.dB SNR) and 10-9 (15.6dB SNR). The resuts show that even when 160 channes (!) are present in the optica fiter passband, the penaty in the receiver wi be sma. Accordingy, the secure optica system discussed above can indeed enabe the direct eectronic fitering of a heaviy popuated C-band with hundreds of channes hopping simutaneousy, deivering a capacity of 6.4 Tb/s. FREE-SACE With in the power at the input of the receiver ing (preifier), we have s L N, and (for the I channe), 5 of 9

6 NSR n hνnf hνnf ( N ) BWe (7) in L where NF is the preifier noise figure, L is the oss from the receiver input to the diode and hν the carrier photon energy. Ignoring the s-s, s-n and n-n noises we get NSR NSR + NSR + NSR shot therma n q SDth hν NF hν [ N( ) ] NF ξ + L + BWe ( ξ) in (8) Figure 9 (a) shows the sensitivity as a function of the number of carriers at a BER of x10-3 with the parameters used previousy before. Figure 9 (b) shows the receiver L preifier gain G for the same conditions. N in The resuts show that the sensitivity is hardy affected, even when 160 channes (!) are present in the optica fiter passband. CELIGHT TRANSEC DEMONSTRATION Soving for in in With hν NF BW SNR N e q SDth hν NF ( 1+ N ( ξ + L ) BWe SNR) ( ξ) ( ξ ) ( ) q SDth hνnf + L BWe SNR << 1 ξ. (a) (9) Foowing the above discussion we have performed a test to demonstrate the TranSec capabiities of the CeLight soution and the provision to integrate the ComSec and TranSec features into a tota data security pacage. Specificay the purpose of this experiment was to demonstrate CeLight s waveength hopping feature that prevents an eavesdropping receiver, empoying either sefhomodyne or homodyne detection from decoding the transmitted data. The test setup is depicted in Figure 10. The Tx transmitter consists of a tunabe aser source (TLS), a return-to-zero (RZ) puse moduator and a data moduator that produce a binary phase-shift-eyed (BSK) optica signa at 1.5 Gb/s. The waveength of the TLS is periodicay hopped to designated waveengths based on input from the hopping controer. Note that the Tx ComSec unit was not avaiabe for this experiment. A commercia pattern generator was used to create an unframed pseudo-random bit sequence (RBS) data to simuate the Tx ComSec unit s functions. The word ength of the RBS pattern used was Two continuous-wave (CW) asers (λ 1 and λ 3 ) were combined with the TLS to simuate DWDM channes in optica networs. A three asers were moduated with the same RBS data. The TLS waveength was tuned to nm whie λ 1 and λ 3 are tuned to ±5 GHz from nm. The BSK signa was transmitted through approximatey 1 m of singe-mode optica fiber. The transmitted BSK signa and a oca aser osciator (LO) are directed to the CeLight s coherent Rx. (b) Figure 9. (a) Sensitivity vs. number of carriers in the optica fiter passband at a BER of x10-3 ; (b) Receiver preifier gain vs. number of carriers in the optica fiter passband. The LO is derived from the TLS to ensure phase and frequency ocing. The BSK signa and the LO counterpropagated through the same 1-m of fiber using optica circuators to maintain phase coherency and reduce phase drifts. The transmitted BSK signas and LO were ified and directed to the CeLight s Lithium Niobate (LN) 90 o optica hybrid. oarization states of the input signa and LO were adjusted to aign to the axis of the hybrid using manua poarization controers. Two of the outputs of the hybrid were connected to a baanced detector. The baanced detector eectrica output was 6 of 9

7 connected to either a sing oscioscope or an error detector for eye pattern dispay or BER measurement. In order to obtain imum eye opening a phase contro oop was constructed to stabiize and maintain the proper optica phase shift between the BSK signa and the LO. The output of the hybrid was tapped and detected to produce a feedbac signa proportiona to the opening of the eye pattern. The feedbac signa was processed by a destop computer, which produces phase contro signas connected to the phase shifter and the optica hybrid as shown in Figure 10. Ony two phase contro signas were used. Due to the imited output votage range of the phase contro signa, reset of the oop occurred from periods of 30 seconds to 10 minutes depending on factors such as the contro oop parameters, phase and poarization drifts as a resut of environmenta perturbations. Note that a coc recovery at the receiver was not empoyed in the test. The coc output from the puse pattern generator was connected to the error detector for synchronization. The sef-homodyne and homodyne eavesdropper setups are shown in Figure 11. The sef-homodyne eavesdropper used an asymmetric Mach-Zehnder (AMZ) interferometer to demoduate the BSK signa. The AMZ interferometer was an optica deay-and-add device with a differentia deay corresponds to one symbo period (80 ps). The homodyne eavesdropper combined a LO with the tapped BSK signa using a fiber 3-dB couper. The LO was a CW aser at nm. The outputs for the two eavesdroppers are dispayed on a sing oscioscope. Figure 1 shows a typica eye diagram of the 1.5 Gb/s RZ-BSK at the CeLight s Rx baanced detector output for one transmitted channe (λ 1 and λ 3 turned off). The measured BER for this case is better than Note that a momentariy cosing of the eye occurs during waveength hopping of the BSK signa. This is due to the setting time of the TLS and the phase contro oop. The waveength hopping of the BSK signa was monitored with an optica spectrum anayzer (OSA) and a waveength meter. Figure 13 and Figure 14 show the oscioscope dispay of the sef-homodyne eavesdropper output for one and three transmitted BSK signas, respectivey. No stabe eye pattern can be obtained at the eavesdropper s Rx as the waveength of the BSK signa hops. This is the case if the eavesdropper fais to eep trac of the AMZ s differentia phase shift (0 or π for BSK) with the signa waveength. For the muti-channe case (Figure 15), the eavesdropper wi need a tunabe optica fiter to reject other channes and the optica fiter must eep trac of the hopping signa waveength in order to recover the transmitted data. Figure 15 shows the oscioscope dispay of the homodyne eavesdropper output when the waveength of one BSK signa ( nm) is far from that of the eavesdropper LO ( nm). No eye pattern can be observed for this case. Figure 16 shows the oscioscope dispay of the homodyne eavesdropper output when the waveength of one BSK signa is approximatey equa to that of the eavesdropper LO. An eye pattern can be seen, however, the eye is cosed since phase-oced oop was not impemented. To sing oscioscope or error detector To phase contro oop To waveength meter and OSA CW aser, λ 1 CW aser, λ 3 Computer: waveength hopping TLS hase contro CeLight's ithium niobate 6-port 90 o optica hybrid 1.5 GHz 1.5 Gb/s Coc Data RZ mod BSK mod hase contro C 3 LO EDFA 1-m fiber Signa C EDFA hase 1 shifter 1 hase shifter hase contro Figure 10. Setup with sef-homodyne or homodyne eavesdroppers. 3 To Eavesdropper (sef-homodyne or homodyne) Eavesdropper setup: Sef-homodyne detection Signa Sing oscioscope Eavesdropper setup: Homodyne detection Signa LO CW Laser nm AMZ interferometer 3-dB couper Sing oscioscope Figure 11. Eavesdroppers setup. Top: Sef-homodyne detection with asymmetric Mach-Zehnder interferometer. Bottom: Homodyne detection with fixed waveength CW oca aser. 7 of 9

8 Figure 1. Homodyne detection of 1.5 Gb/s RZ-BSK signa. One channe transmitted. Figure 14. Eavesdropping with sef-homodyne detection. Three channes transmitted. No stabe eye pattern. Figure 13. Eavesdropping with sef-homodyne detection. One channe transmitted. No stabe eye pattern. Figure 15. Eavesdropping with homodyne detection. Loca aser waveength: nm. Signa aser waveength: nm. No eye pattern. 8 of 9

9 consideraby enhance communications security at the physica ayer. Further investigation and deveopment is sti required in order to deiver a fu soution that utiizes this technoogy for various defense and commercia appications. REFERENCES 1. M. Tseytin et. a., Digita, Endess oarization Contro for oarization Mutipexed Fiber-Optic Communications, OFC Shpantzer et a., Coherent Optica Fiber Communication Architecture, Modeing and Optimization, SCEE 00. Figure 16. Eavesdropping with homodyne detection. Loca aser waveength approximatey the same as the signa waveength. SUMMARY In summary, we have presented and anayzed an optica secure communications system in free-space or over fiber. We presented the system architecture, based on CeLight s VectorWAVE patform using waveength/poarization agiity to secure the optica ayer. The ey buiding bocs were presented, incuding a QSK transmitter, an optica hybrid and a digita homodyne receiver. 3. Arady Kapan, Kobi Achiam, Art Greenbatt, Geof Harston and a Shing Cho, "LiNbO3 Integrated Optica QSK Moduator and Coherent Receiver", Conference roceedings, ECIO '03, rague, Czech Repubic, pp. 79-8, J. G. roais, Digita Communications, 4 th edition, McGraw-Hi. 5.. A. Humbet, M. Azizogu, On the Bit Error Rate of Lightwave Systems with Optica Ampifiers, JLT, Vo. 9, No. 11, Nov We have reviewed the basic principes of Coherent Optica Communications and compared various demoduation methods to concude that the system presented above is poised to dispay superior performance. Next, we presented a theoretica anaysis showing that either in fiber ins or in free space ones the secure optica system discussed above eiminates the need for any optica fitering. Thus, aowing a considerabe cost reduction as we as extreme rapid hopping. Finay, we performed an experiment demonstrating the abiity of the proposed frequency hopping soution to avoid an eavesdropper from intercepting the data channe. The eavesdropper in this experiment was simuated for using either a sef-homodyne or a homodyne receiver. In both cases it was demonstrated that it coudn t decode the data transmitted over the frequency hopping secure channe. The above discussion and demonstration present an indication to the potentia of utiizing such a soution to 9 of 9

Communication Systems

Communication Systems Communication Systems 1. A basic communication system consists of (1) receiver () information source (3) user of information (4) transmitter (5) channe Choose the correct sequence in which these are arranged

More information

R is in the unit of ma/mw or A/W. For semiconductor detectors, the value is approximately, 0.5 ma/mw.

R is in the unit of ma/mw or A/W. For semiconductor detectors, the value is approximately, 0.5 ma/mw. Light Detection Conventiona methods for the detection of ight can be categorized into photo-synthesis, photographic pate, and photoeectric effect. Photo-synthesis and photographic pate are based on ight-induced

More information

Pulsed RF Signals & Frequency Hoppers Using Real Time Spectrum Analysis

Pulsed RF Signals & Frequency Hoppers Using Real Time Spectrum Analysis Pused RF Signas & Frequency Hoppers Using Rea Time Spectrum Anaysis 1 James Berry Rohde & Schwarz Pused Rea Time and Anaysis Frequency Seminar Hopper Agenda Pused Signas & Frequency Hoppers Characteristics

More information

Improving the Active Power Filter Performance with a Prediction Based Reference Generation

Improving the Active Power Filter Performance with a Prediction Based Reference Generation Improving the Active Power Fiter Performance with a Prediction Based Reference Generation M. Routimo, M. Sao and H. Tuusa Abstract In this paper a current reference generation method for a votage source

More information

Performance of Single User vs. Multiuser Modulation in Wireless Multicarrier (MC) Communications

Performance of Single User vs. Multiuser Modulation in Wireless Multicarrier (MC) Communications erformance of Singe User vs. Mutiuser Moduation in Wireess Muticarrier (MC) Communications Anwaru Azim, ecturer, East West University Bangadesh Abstract-- he main objective of this paper is to compare

More information

Performance Measures of a UWB Multiple-Access System: DS/CDMA versus TH/PPM

Performance Measures of a UWB Multiple-Access System: DS/CDMA versus TH/PPM Performance Measures of a UWB Mutipe-Access System: DS/CDMA versus TH/PPM Aravind Kaias and John A. Gubner Dept. of Eectrica Engineering University of Wisconsin-Madison Madison, WI 53706 akaias@wisc.edu,

More information

Effect of Estimation Error on Adaptive L-MRC Receiver over Nakagami-m Fading Channels

Effect of Estimation Error on Adaptive L-MRC Receiver over Nakagami-m Fading Channels Internationa Journa of Appied Engineering Research ISSN 973-456 Voume 3, Number 5 (8) pp. 77-83 Research India Pubications. http://www.ripubication.com Effect of Estimation Error on Adaptive -MRC Receiver

More information

Debugging EMI Using a Digital Oscilloscope

Debugging EMI Using a Digital Oscilloscope Debugging EMI Using a Digita Oscioscope 06/2009 Nov 2010 Fundamentas Scope Seminar of DSOs Signa Fideity 1 1 1 Debugging EMI Using a Digita Oscioscope Background radiated emissions Basics of near fied

More information

Channel Division Multiple Access Based on High UWB Channel Temporal Resolution

Channel Division Multiple Access Based on High UWB Channel Temporal Resolution Channe Division Mutipe Access Based on High UWB Channe Tempora Resoution Rau L. de Lacerda Neto, Aawatif Menouni Hayar and Mérouane Debbah Institut Eurecom B.P. 93 694 Sophia-Antipois Cedex - France Emai:

More information

Fast Ferrite ICRF Matching System in Alcator C-Mod*

Fast Ferrite ICRF Matching System in Alcator C-Mod* Poster QP-00053, 48 th APS-DPP Annua Meeting, Phiadephia, PA, 006 Fast Ferrite ICRF Matching System in Acator C-Mod*. Lin, A. Binus, A. Parisot, S. Wukitch and the Acator C-Mod team MIT, Pasma Science

More information

Powerfully simple event analysis software

Powerfully simple event analysis software synchrowave Event Software Powerfuy simpe event anaysis software Diagnose reay behavior during a power system faut. Time-aign event reports from mutipe reays for comparison and anaysis. Create custom cacuations,

More information

BER Performance Analysis of Cognitive Radio Physical Layer over Rayleigh fading Channel

BER Performance Analysis of Cognitive Radio Physical Layer over Rayleigh fading Channel Internationa Journa of Computer ppications (0975 8887) Voume 5 No.11, Juy 011 BER Performance naysis of Cognitive Radio Physica Layer over Rayeigh fading mandeep Kaur Virk Dr. B R mbedkar Nationa Institute

More information

PROPORTIONAL FAIR SCHEDULING OF UPLINK SINGLE-CARRIER FDMA SYSTEMS

PROPORTIONAL FAIR SCHEDULING OF UPLINK SINGLE-CARRIER FDMA SYSTEMS PROPORTIONAL FAIR SCHEDULING OF UPLINK SINGLE-CARRIER SYSTEMS Junsung Lim, Hyung G. Myung, Kyungjin Oh and David J. Goodman Dept. of Eectrica and Computer Engineering, Poytechnic University 5 Metrotech

More information

ADAPTIVE ITERATION SCHEME OF TURBO CODE USING HYSTERESIS CONTROL

ADAPTIVE ITERATION SCHEME OF TURBO CODE USING HYSTERESIS CONTROL ADATIV ITRATION SCHM OF TURBO COD USING HYSTRSIS CONTROL Chih-Hao WU, Kenichi ITO, Yung-Liang HUANG, Takuro SATO Received October 9, 4 Turbo code, because of its remarkabe coding performance, wi be popuar

More information

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /GLOCOM.2003.

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /GLOCOM.2003. Coon, J., Siew, J., Beach, MA., Nix, AR., Armour, SMD., & McGeehan, JP. (3). A comparison of MIMO-OFDM and MIMO-SCFDE in WLAN environments. In Goba Teecommunications Conference, 3 (Gobecom 3) (Vo. 6, pp.

More information

Rate-Allocation Strategies for Closed-Loop MIMO-OFDM

Rate-Allocation Strategies for Closed-Loop MIMO-OFDM Rate-Aocation Strategies for Cosed-Loop MIMO-OFDM Joon Hyun Sung and John R. Barry Schoo of Eectrica and Computer Engineering Georgia Institute of Technoogy, Atanta, Georgia 30332 0250, USA Emai: {jhsung,barry}@ece.gatech.edu

More information

THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN

THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN A CDMA SYSTEM Yan Zhang, Laurence B. Mistein, and Pau H. Siege Department of ECE, University of Caifornia, San Diego

More information

Implementation of PV and PIV Control for Position Control of Servo Motor

Implementation of PV and PIV Control for Position Control of Servo Motor IJSRD - Internationa Journa for Scientific Research & Deveopment Vo. 5, Issue 1, 2017 ISSN (onine): 2321-0613 Impementation of PV and PIV Contro for Position Contro of Servo Motor J.Priya 1 R.Rambrintha

More information

Rateless Codes for the Gaussian Multiple Access Channel

Rateless Codes for the Gaussian Multiple Access Channel Rateess Codes for the Gaussian Mutipe Access Channe Urs Niesen Emai: uniesen@mitedu Uri Erez Dept EE, Te Aviv University Te Aviv, Israe Emai: uri@engtauaci Devavrat Shah Emai: devavrat@mitedu Gregory W

More information

OpenStax-CNX module: m Inductance. OpenStax College. Abstract

OpenStax-CNX module: m Inductance. OpenStax College. Abstract OpenStax-CNX modue: m42420 1 Inductance OpenStax Coege This work is produced by OpenStax-CNX and icensed under the Creative Commons Attribution License 3.0 Cacuate the inductance of an inductor. Cacuate

More information

\[7 BROADS, ANTENI 2-6 Mt-

\[7 BROADS, ANTENI 2-6 Mt- E.ECTRONCS TECHNCAN 3 & 2 VOL. 1 to each antenna couper (1) a.c. to operate the cooing fans which remove the heat generated during operation and (2) d.c. to operate the contro and protective circuits.

More information

LT1630/LT MHz, 10V/µs, Dual/Quad Rail-to-Rail Input and Output Precision Op Amps. Applications. Typical Application

LT1630/LT MHz, 10V/µs, Dual/Quad Rail-to-Rail Input and Output Precision Op Amps. Applications. Typical Application Features n Gain-Bandwidth Product: 3MHz n Sew Rate: V/µs n Low Suppy Current per Ampifier: 3.5mA n Input Common Mode Range Incudes Both Rais n Output Swings Rai-to-Rai n Input Offset Votage, Rai-to-Rai:

More information

Top Down Design of Joint MODEM and CODEC Detection Schemes for DSRC Coded-FSK Systems over High Mobility Fading Channels

Top Down Design of Joint MODEM and CODEC Detection Schemes for DSRC Coded-FSK Systems over High Mobility Fading Channels Top Down Design of Joint MODEM and CODEC Detection Schemes for DSRC Coded-FSK Systems over High Mobiity Fading Channes Juinn-Horng Deng, Feng-Chin Hsiao, and Yi-Hsin Lin Department of Communications Engineering

More information

A NOVEL SCHEME FOR OPTICAL MILLIMETER WAVE GENERATION USING MZM

A NOVEL SCHEME FOR OPTICAL MILLIMETER WAVE GENERATION USING MZM A NOVEL SCHEME FOR OPTICAL MILLIMETER WAVE GENERATION USING MZM Poomari S. and Arvind Chakrapani Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, Tamil

More information

Availability Analysis for Elastic Optical Networks with Multi-path Virtual Concatenation Technique

Availability Analysis for Elastic Optical Networks with Multi-path Virtual Concatenation Technique Progress In Eectromagnetics Research Symposium Proceedings, Guangzhou, China, Aug. 25 28, 2014 849 Avaiabiity Anaysis for Eastic Optica Networks with Muti-path Virtua Concatenation Technique Xiaoing Wang

More information

Handheld Cable & Antenna Analyzer R&S ZVH Product Introduction Matthias Roski application engineer

Handheld Cable & Antenna Analyzer R&S ZVH Product Introduction Matthias Roski application engineer Handhed Cabe & Antenna Anayzer R&S ZVH Product Introduction Matthias Roski appication engineer Handhed Cabe & Antenna Anayzer R&S ZVH Appication Area Antenna and Cabe Instaation of Transmitter Stations

More information

BVRIT HYDERABAD College of Engineering for Women Department of Electronics and Communication Engineering

BVRIT HYDERABAD College of Engineering for Women Department of Electronics and Communication Engineering Subject Name: BVRIT HYDERABAD Coege of Engineering for Women Department of Eectronics and Communication Engineering Prepared by (Facuty Name): Hand Out Eectronic Circuit Anaysis Mr. G. Siva SankarVarma,

More information

Wireless Communications

Wireless Communications Wireess Communications Ceuar Concept Hamid Bahrami Reference: Rappaport Chap3 Eectrica & Computer Engineering Statements of Probems Soving the probem of Spectra congestion System Capacity A system-eve

More information

What Narrow-linewidth semiconductor lasers can do for defense and security?

What Narrow-linewidth semiconductor lasers can do for defense and security? See discussions, stats, and author profies for this pubication at: https://www.researchgate.net/pubication/228372604 What Narrow-inewidth semiconductor asers can do for defense and security? Artice in

More information

π code 0 Changchun,130000,China Key Laboratory of National Defense.Changchun,130000,China Keywords:DPSK; CSRZ; atmospheric channel

π code 0 Changchun,130000,China Key Laboratory of National Defense.Changchun,130000,China Keywords:DPSK; CSRZ; atmospheric channel 4th International Conference on Computer, Mechatronics, Control and Electronic Engineering (ICCMCEE 2015) Differential phase shift keying in the research on the effects of type pattern of space optical

More information

A Low Complexity VCS Method for PAPR Reduction in Multicarrier Code Division Multiple Access

A Low Complexity VCS Method for PAPR Reduction in Multicarrier Code Division Multiple Access 0 JOURNAL OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA, VOL. 5, NO., JUNE 007 A Low Compexity VCS Method for PAPR Reduction in Muticarrier Code Division Mutipe Access Si-Si Liu, Yue iao, Qing-Song Wen,

More information

Estimation and Control of Lateral Displacement of Electric Vehicle Using WPT Information

Estimation and Control of Lateral Displacement of Electric Vehicle Using WPT Information Estimation and Contro of Latera Dispacement of Eectric Vehice Using WPT Information Pakorn Sukprasert Binh Minh Nguyen Hiroshi Fujimoto Department of Eectrica Engineering and Information Systems, The University

More information

STUDY ON AOTF-BASED NEAR-INFRARED SPECTROSCOPY ANALYSIS SYSTEM OF FARM PRODUCE QUALITY

STUDY ON AOTF-BASED NEAR-INFRARED SPECTROSCOPY ANALYSIS SYSTEM OF FARM PRODUCE QUALITY STUDY ON AOTF-BASED NEAR-INFRARED SPECTROSCOPY ANALYSIS SYSTEM OF FARM PRODUCE QUALITY Xiaochao Zhang *, Xiaoan Hu, Yinqiao Zhang, Hui Wang, Hui Zhang 1 Institute of Mechatronics Technoogy and Appication,

More information

Dealing with Link Blockage in mmwave Networks: D2D Relaying or Multi-beam Reflection?

Dealing with Link Blockage in mmwave Networks: D2D Relaying or Multi-beam Reflection? Deaing with Lin Bocage in mmwave etwors: DD Reaying or Muti-beam Refection? Mingjie Feng, Shiwen Mao Dept. Eectrica & Computer Engineering Auburn University, Auburn, AL 36849-5, U.S.A. Tao Jiang Schoo

More information

Wireless Communications

Wireless Communications Wireess Communications Mutipe Access Hamid Bahrami Eectrica & Computer Engineering Communication System Bock Diagram Dupexing Dupexing: transmit and receive at the same time Exampe: teephone, how about

More information

Airborne Ultrasonic Position and Velocity Measurement Using Two Cycles of Linear-Period-Modulated Signal

Airborne Ultrasonic Position and Velocity Measurement Using Two Cycles of Linear-Period-Modulated Signal Airborne Utrasonic Position and Veocity Measurement Using Two Cyces of Linear-Period-Moduated Signa Shinya Saito 1, Minoru Kuribayashi Kurosawa 1, Yuichiro Orino 1, and Shinnosuke Hirata 2 1 Department

More information

Co-channel Interference Suppression Techniques for STBC OFDM System over Doubly Selective Channel

Co-channel Interference Suppression Techniques for STBC OFDM System over Doubly Selective Channel Co-channe Interference Suppression Techniques for STBC OFDM System over Douby Seective Channe Jyoti P. Patra Dept. of Eectronics and Communication Nationa Institute Of Technoogy Rourkea-769008, India E

More information

FBMC/OQAM for the Asynchronous Multi-User MIMO Uplink

FBMC/OQAM for the Asynchronous Multi-User MIMO Uplink FBMC/OQAM for the Asynchronous Muti-User MIMO Upin Yao Cheng, Peng Li, and Martin Haardt Communications Research Laboratory, Imenau University of Technoogy P. O. Box 100565, D-98694 Imenau, Germany {y.cheng,

More information

Utility-Proportional Fairness in Wireless Networks

Utility-Proportional Fairness in Wireless Networks IEEE rd Internationa Symposium on Persona, Indoor and Mobie Radio Communications - (PIMRC) Utiity-Proportiona Fairness in Wireess Networks G. Tychogiorgos, A. Gkeias and K. K. Leung Eectrica and Eectronic

More information

Characteristics of a Novel Slow-Wave Defected Ground Structure for Planar Wideband Filters

Characteristics of a Novel Slow-Wave Defected Ground Structure for Planar Wideband Filters 2011 Internationa Conference on Information and Eectronics Engineering IPCSIT vo.6 (2011) (2011) IACSIT Press, Singapore Characteristics of a Nove So-Wave Defected Ground Structure for Panar Wideband Fiters

More information

The secondary MZM used to modulate the quadrature phase carrier produces a phase shifted version:

The secondary MZM used to modulate the quadrature phase carrier produces a phase shifted version: QAM Receiver 1 OBJECTIVE Build a coherent receiver based on the 90 degree optical hybrid and further investigate the QAM format. 2 PRE-LAB In the Modulation Formats QAM Transmitters laboratory, a method

More information

Self-Interference Canceller for Full-Duplex Radio Relay Station Using Virtual Coupling Wave Paths

Self-Interference Canceller for Full-Duplex Radio Relay Station Using Virtual Coupling Wave Paths Sef-Interference Canceer for Fu-Dupex Radio Reay Station Using Virtua Couping Wave Paths Kazunori Hayashi Yasuo Fujishima Megumi Kaneko Hideaki Sakai Riichi Kudo and Tomoki Murakami Graduate Schoo of Informatics,

More information

URL: <http://dx.doi.org/ /sopo >

URL:  <http://dx.doi.org/ /sopo > Citation: Tang Xuan Rajbhandari Sujan Popooa Wasiu Oyewoe Ghassemooy Zabih Muhammad Sajid Sheikh Leitgeb Erich and Kandus Gorazd (1) Performance of BPSK subcarrier intensity moduation free-space optica

More information

Energy Measurement and Management MT MD Multifunction meters with load profile

Energy Measurement and Management MT MD Multifunction meters with load profile Energy Measurement and Management MT851... MD851... Mutifunction meters with oad profie The MT851 / MD851 eectronic mutifunction eectricity meters are designed for metering of active energy in two directions,

More information

Fast Hybrid DFT/DCT Architecture for OFDM in Cognitive Radio System

Fast Hybrid DFT/DCT Architecture for OFDM in Cognitive Radio System Fast Hybrid DF/D Architecture for OFDM in ognitive Radio System Zhu hen, Moon Ho Lee, Senior Member, EEE, hang Joo Kim 3 nstitute of nformation&ommunication, honbuk ationa University, Jeonju, 56-756,Korea

More information

Understanding The HA2500 Horizontal Output Load Test

Understanding The HA2500 Horizontal Output Load Test Understanding The HA2500 Horizonta Output Load Test Horizonta output stages are part of every CRT video dispay incuding cosed circuit monitors, computer monitors, video games, medica monitors, TVs. HDTVs,

More information

Resource Allocation via Linear Programming for Multi-Source, Multi-Relay Wireless Networks

Resource Allocation via Linear Programming for Multi-Source, Multi-Relay Wireless Networks Resource Aocation via Linear Programming for Muti-Source, Muti-Reay Wireess Networs Nariman Farsad and Andrew W Ecford Dept of Computer Science and Engineering, Yor University 4700 Keee Street, Toronto,

More information

Performance Analysis Of Hybrid Optical OFDM System With High Order Dispersion Compensation

Performance Analysis Of Hybrid Optical OFDM System With High Order Dispersion Compensation Performance Analysis Of Hybrid Optical OFDM System With High Order Dispersion Compensation Manpreet Singh Student, University College of Engineering, Punjabi University, Patiala, India. Abstract Orthogonal

More information

DESIGN OF A DIPOLE ANTENNA USING COMPUTER SIMULATION

DESIGN OF A DIPOLE ANTENNA USING COMPUTER SIMULATION Undergraduate Research Opportunity Project (UROP ) DESIGN OF A DIPOLE ANTENNA USING COMPUTER SIMULATION Student: Nguyen, Tran Thanh Binh Schoo of Eectrica & Eectronic Engineering Nayang Technoogica University

More information

Phase Noise Compensation for Coherent Orthogonal Frequency Division Multiplexing in Optical Fiber Communications Systems

Phase Noise Compensation for Coherent Orthogonal Frequency Division Multiplexing in Optical Fiber Communications Systems Jassim K. Hmood Department of Laser and Optoelectronic Engineering, University of Technology, Baghdad, Iraq Phase Noise Compensation for Coherent Orthogonal Frequency Division Multiplexing in Optical Fiber

More information

FOR energy limited data networks, e.g., sensor networks,

FOR energy limited data networks, e.g., sensor networks, 578 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 8, NO., DECEMBER 009 An Optima Power Aocation Scheme for the STC Hybrid ARQ over Energy Limited Networks Hongbo Liu, Member, IEEE, Leonid Razoumov,

More information

Suppression of ISI Caused by Sampling Time Offset in IFDMA Systems

Suppression of ISI Caused by Sampling Time Offset in IFDMA Systems Suppression of ISI Caused by Samping Time Offset in IFDA Systems Aexander Arkhipov, ichae Schne German Aerospace Center (DLR), Inst. of Communications and Navigation, D-82234, Wessing, Germany. Phone/e-mai:

More information

Phase Modulator for Higher Order Dispersion Compensation in Optical OFDM System

Phase Modulator for Higher Order Dispersion Compensation in Optical OFDM System Phase Modulator for Higher Order Dispersion Compensation in Optical OFDM System Manpreet Singh 1, Karamjit Kaur 2 Student, University College of Engineering, Punjabi University, Patiala, India 1. Assistant

More information

LT6658 Precision Dual Output, High Current, Low Noise, Voltage Reference. Applications. Typical Application

LT6658 Precision Dual Output, High Current, Low Noise, Voltage Reference. Applications. Typical Application Features Dua Output Tracking Reference Each Output Configurabe to 6 Output : ma Source/2mA Sink Output 2: ma Source/2mA Sink Low Drift: A-Grade: ppm/ C Max B-Grade: 2ppm/ C Max High Accuracy: A-Grade:

More information

Joint Optimal Power Allocation and Relay Selection with Spatial Diversity in Wireless Relay Networks

Joint Optimal Power Allocation and Relay Selection with Spatial Diversity in Wireless Relay Networks Proceedings of SDR'11-WInnComm-Europe, 22-24 Jun 2011 Joint Optima Power Aocation and Reay Seection with Spatia Diversity in Wireess Reay Networks Md Habibu Isam 1, Zbigniew Dziong 1, Kazem Sohraby 2,

More information

PEP - II LFB - Status and Predictions

PEP - II LFB - Status and Predictions PEP - II LFB - Status and Predictions Measurements and observations from o/30 and 10/31 high-current operation at 2.2A Predictions and impications for upgraded high-current configurations J. Fox, S. Prabhakar,

More information

LT1498/LT MHz, 6V/µs, Dual/Quad Rail-to-Rail Input and Output Precision C-Load Op Amps FEATURES DESCRIPTION APPLICATIONS

LT1498/LT MHz, 6V/µs, Dual/Quad Rail-to-Rail Input and Output Precision C-Load Op Amps FEATURES DESCRIPTION APPLICATIONS FEATURES n Rai-to-Rai Input and Output n 475 Max V OS from V + to V n Gain-Bandwidth Product: MHz n Sew Rate: 6V/μs n Low Suppy Current per Ampifi er: 1.7mA n Input Offset Current: 65 Max n Input Bias

More information

CAPACITY OF UNDERWATER WIRELESS COMMUNICATION CHANNEL WITH DIFFERENT ACOUSTIC PROPAGATION LOSS MODELS

CAPACITY OF UNDERWATER WIRELESS COMMUNICATION CHANNEL WITH DIFFERENT ACOUSTIC PROPAGATION LOSS MODELS CAPACITY OF UNDERWATER WIRELESS COMMUNICATION CHANNEL WITH DIFFERENT ACOUSTIC PROPAGATION LOSS MODELS Susan Joshy and A.V. Babu, Department of Eectronics & Communication Engineering, Nationa Institute

More information

LT6203X High Temperature 175 C Dual 100MHz, Rail-to-Rail Input and Output, Ultralow 1.9nV/ Hz Noise, Low Power Op Amp Description

LT6203X High Temperature 175 C Dual 100MHz, Rail-to-Rail Input and Output, Ultralow 1.9nV/ Hz Noise, Low Power Op Amp Description Features Appications LT3X High Temperature 7 C Dua MHz, Rai-to-Rai Input and Output, Utraow.9nV/ Hz Noise, Low Power Op Amp Description Extreme High Temperature Operation: C to 7 C Low Noise Votage:.9nV/

More information

Provides exact fault location to one span

Provides exact fault location to one span TWS Mark VI Traveing wave faut ocator Provides exact faut ocation to one span Reduce down time by getting to the faut site faster Track intermittent sef cearing fauts and focus maintenance at the right

More information

Next-Generation Optical Fiber Network Communication

Next-Generation Optical Fiber Network Communication Next-Generation Optical Fiber Network Communication Naveen Panwar; Pankaj Kumar & manupanwar46@gmail.com & chandra.pankaj30@gmail.com ABSTRACT: In all over the world, much higher order off modulation formats

More information

Design and Fabrication of a Radiation-Hard 500-MHz Digitizer Using Deep Submicron Technology

Design and Fabrication of a Radiation-Hard 500-MHz Digitizer Using Deep Submicron Technology Design and Fabrication of a Radiation-Hard 500-MHz Digitizer Using Deep Submicron Technoogy K.K. Gan The Ohio State University January 10, 2004 K.K. Gan, M.O. Johnson, R.D. Kass, A. Rahimi, C. Rush The

More information

Effect of Interfering Users on the Modulation Order and Code Rate for UWB Impulse-Radio Bit-Interleaved Coded M-ary PPM

Effect of Interfering Users on the Modulation Order and Code Rate for UWB Impulse-Radio Bit-Interleaved Coded M-ary PPM Effect of Interfering Users on the Moduation Order and Code Rate for UWB Impuse-Radio Bit-Intereaved Coded M-ary PPM Ruben Merz and Jean-Yves Le Boudec EPFL, Schoo of Computer and Communication Sciences

More information

Secure Physical Layer Key Generation Schemes: Performance and Information Theoretic Limits

Secure Physical Layer Key Generation Schemes: Performance and Information Theoretic Limits Secure Physica Layer Key Generation Schemes: Performance and Information Theoretic Limits Jon Waace Schoo of Engineering and Science Jacobs University Bremen, Campus Ring, 879 Bremen, Germany Phone: +9

More information

LTC kHz Continuous Time, Linear Phase Lowpass Filter FEATURES DESCRIPTION APPLICATIONS TYPICAL APPLICATION

LTC kHz Continuous Time, Linear Phase Lowpass Filter FEATURES DESCRIPTION APPLICATIONS TYPICAL APPLICATION FEATURES DESCRIPTION n th Order, 0kHz Linear Phase Fiter in an SO- n Differentia Inputs and Outputs n Operates on a Singe or a ± Suppy n Low Offset: m Typica n db THD and SNR n db SNR n Shutdown Mode n

More information

Adaptive Bit and Power Allocation for Rate and Margin Maximization in V-BLAST System

Adaptive Bit and Power Allocation for Rate and Margin Maximization in V-BLAST System Revista Científica Periódica - Teecomunicações ISSN 56-338 Adaptive Bit and Power Aocation for Rate and argin aximization in V-BAST System Dror eiri and Irving Kaet Aeis Photonics, Netanya, Israe (emai:

More information

CAN FD system design

CAN FD system design icc 215 CAN FD system design Dr. - Ing. M. Schreiner Daimer Research and Deveopment Abstract The objective of this paper is to give genera design rues for the physica ayer of CAN FD networks. As an introduction

More information

LT V, Ultralow Noise, Precision Op Amp. Applications. Typical Application Precision Low Noise Buffer

LT V, Ultralow Noise, Precision Op Amp. Applications. Typical Application Precision Low Noise Buffer LT618 36V, Utraow Noise, Precision Op Amp Features Utraow Votage Noise 3nV P-P Noise:.1Hz to 1Hz 1.2nV/ Hz Typica at Hz Maximum Offset Votage: μv Maximum Offset Votage Drift:.μV/ C CMRR: 124 (Minimum)

More information

Series 700A Power Processor

Series 700A Power Processor Series 700A Power Processor 5 25 SINGLE PHASE 10 500 THREE PHASE VOLTAGE REGULATION, ISOLATION, AND POWER DISTRIBUTION FOR CLEAN, SPIKE-FREE, STABLE VOLTAGE When Power Quaity Is A Must And Faiure Is Not

More information

CHANNEL ESTIMATION PERFORMANCE FOR ZERO-OVERHEAD CHANNEL ACCESS IN MOBILE SENSOR NETWORKS

CHANNEL ESTIMATION PERFORMANCE FOR ZERO-OVERHEAD CHANNEL ACCESS IN MOBILE SENSOR NETWORKS CANNEL ESTIMATION PERFORMANCE FOR ZERO-OVEREAD CANNEL ACCESS IN MOBILE SENSOR NETWORKS John E. Keider, Ghassan Maaoui, Steve Gifford, and Scott Chuprun Genera Dynamics C4 Systems Scottsdae, AZ, 8557 Brian

More information

Table 10.2 Sensitivity of asynchronous receivers. Modulation Format Bit-Error Rate N p. 1 2 FSK heterodyne. ASK heterodyne. exp( ηn p /2) 40 40

Table 10.2 Sensitivity of asynchronous receivers. Modulation Format Bit-Error Rate N p. 1 2 FSK heterodyne. ASK heterodyne. exp( ηn p /2) 40 40 10.5. SENSITIVITY DEGRADATION 497 Table 10.2 Sensitivity of asynchronous receivers Modulation Format Bit-Error Rate N p N p ASK heterodyne 1 2 exp( ηn p /4) 80 40 FSK heterodyne 1 2 exp( ηn p /2) 40 40

More information

Department of Electrical and Computer Systems Engineering

Department of Electrical and Computer Systems Engineering Department of Electrical and Computer Systems Engineering Technical Report MECSE-5-2005 SIMULINK Models for Advanced Optical Communications: Part IV- DQPSK Modulation Format L.N. Binh and B. Laville SIMULINK

More information

WS2812 Intelligent control LED integrated light source

WS2812 Intelligent control LED integrated light source Features and Benefits Contro circuit and RGB chip are integrated in a package of 5050 components, form a compete contro of pixe point. Buit-in signa reshaping circuit, after wave reshaping to the next

More information

FREQUENCY-DOMAIN TURBO EQUALIZATION FOR SINGLE CARRIER MOBILE BROADBAND SYSTEMS. Liang Dong and Yao Zhao

FREQUENCY-DOMAIN TURBO EQUALIZATION FOR SINGLE CARRIER MOBILE BROADBAND SYSTEMS. Liang Dong and Yao Zhao FREQUENCY-DOMAIN TURBO EQUALIZATION FOR SINGLE CARRIER MOBILE BROADBAND SYSTEMS Liang Dong and Yao Zhao Department of Eectrica and Computer Engineering Western Michigan University Kaamazoo, MI 49008 ABSTRACT

More information

Coherent Receivers: A New Paradigm For Optical Components. ECOC Market Focus September 20, 2010

Coherent Receivers: A New Paradigm For Optical Components. ECOC Market Focus September 20, 2010 Photonic Integrated Circuit Based Coherent Receivers: A New Paradigm For Optical Components G. Ferris Lipscomb ECOC Market Focus September 20, 2010 Agenda Advanced Coding Schemes Use Phase Encoding To

More information

Sparse Channel Estimation Based on Compressed Sensing for Massive MIMO Systems

Sparse Channel Estimation Based on Compressed Sensing for Massive MIMO Systems Sparse Channe Estimation Based on Compressed Sensing for Massive MIMO Systems Chenhao Qi, Yongming Huang, Shi Jin and Lenan Wu Schoo of Information Science and Engineering, Southeast University, Nanjing

More information

Wavelength Interleaving Based Dispersion Tolerant RoF System with Double Sideband Carrier Suppression

Wavelength Interleaving Based Dispersion Tolerant RoF System with Double Sideband Carrier Suppression Wavelength Interleaving Based Dispersion Tolerant RoF System with Double Sideband Carrier Suppression Hilal Ahmad Sheikh 1, Anurag Sharma 2 1 (Dept. of Electronics & Communication, CTITR, Jalandhar, India)

More information

Ga 1-x. Study of PV characteristics of Al x. As/GaAs photodiodes. Journal of Physics: Conference Series PAPER OPEN ACCESS

Ga 1-x. Study of PV characteristics of Al x. As/GaAs photodiodes. Journal of Physics: Conference Series PAPER OPEN ACCESS Journa of Physics: Conference Series PAPER OPEN ACCESS Study of PV characteristics of A x Ga -x As/GaAs photodiodes To cite this artice: V S Kainovskiy et a 08 J. Phys.: Conf. Ser. 99 009 View the artice

More information

Analogical chromatic dispersion compensation

Analogical chromatic dispersion compensation Chapter 2 Analogical chromatic dispersion compensation 2.1. Introduction In the last chapter the most important techniques to compensate chromatic dispersion have been shown. Optical techniques are able

More information

HV SERIES. Uninterruptible Power Systems. Designed to be used with linear or non-linear loads including:

HV SERIES. Uninterruptible Power Systems. Designed to be used with linear or non-linear loads including: 7.5 kva to 25 kva HV SERIES Uninterruptibe Power Systems Designed to be used with inear or non-inear oads incuding: Distributive Networks Extensive LAN / WAN Systems Midrange Computing Information Technoogy

More information

Hybrid Digital-Analog Joint Source Channel Coding for Broadcast Multiresolution Communications

Hybrid Digital-Analog Joint Source Channel Coding for Broadcast Multiresolution Communications 217 25th European Signa Processing Conference (EUSIPCO) Hybrid Digita-Anaog Joint Source Channe Coding for Broadcast Mutiresoution Communications O. Fresnedo, P. Suárez-Casa, L. Castedo Department of Eectronics

More information

Lecture 7 Fiber Optical Communication Lecture 7, Slide 1

Lecture 7 Fiber Optical Communication Lecture 7, Slide 1 Dispersion management Lecture 7 Dispersion compensating fibers (DCF) Fiber Bragg gratings (FBG) Dispersion-equalizing filters Optical phase conjugation (OPC) Electronic dispersion compensation (EDC) Fiber

More information

Resource Allocation via Linear Programming for Fractional Cooperation

Resource Allocation via Linear Programming for Fractional Cooperation 1 Resource Aocation via Linear Programming for Fractiona Cooperation Nariman Farsad and Andrew W Ecford Abstract In this etter, resource aocation is considered for arge muti-source, muti-reay networs empoying

More information

ADC Precision Requirement for Digital Ultra-Wideband Receivers with Sublinear Front-ends: a Power and Performance Perspective

ADC Precision Requirement for Digital Ultra-Wideband Receivers with Sublinear Front-ends: a Power and Performance Perspective ADC Precision Requirement for Digita Utra-Wideband Receivers with Subinear Front-ends: a Power and Performance Perspective Ivan Siu-Chuang Lu Nei Weste Sri Parameswaran Dept. of Computer Science & Eng.

More information

THE FRONT-END READOUT

THE FRONT-END READOUT THE FRONT-END READOUT MAURIZIO PEREGO GIANUIGI PESSINA ANDREA FASCIA CAUDIO ARNAODI SERGIO PARMEGGIANO ROERTO GAIGHER INFN Isttuto Nazonale d Fsca Nucleare and Unversta' degl Stud d Mlano-cocca, Va Celora

More information

Implementation of the Neumann Formula for Calculating the Mutual Inductance between Planar PCB Inductors Sonntag, C.L.W.; Lomonova, E.; Duarte, J.L.

Implementation of the Neumann Formula for Calculating the Mutual Inductance between Planar PCB Inductors Sonntag, C.L.W.; Lomonova, E.; Duarte, J.L. Impementation of the Neumann Formua for Cacuating the Mutua Inductance between Panar PCB Inductors Sonntag, C.L.W.; Lomonova, E.; Duarte, J.L. Pubished in: Proc. The 18th Internationa Conference on Eectrica

More information

Performance Comparison of Cyclo-stationary Detectors with Matched Filter and Energy Detector M. SAI SINDHURI 1, S. SRI GOWRI 2

Performance Comparison of Cyclo-stationary Detectors with Matched Filter and Energy Detector M. SAI SINDHURI 1, S. SRI GOWRI 2 ISSN 319-8885 Vo.3,Issue.39 November-14, Pages:7859-7863 www.ijsetr.com Performance Comparison of Cyco-stationary Detectors with Matched Fiter and Energy Detector M. SAI SINDHURI 1, S. SRI GOWRI 1 PG Schoar,

More information

CHANNEL ESTIMATION USING EXTENDED KALMAN FILTER WITH SLICED MULTI MODULUS BLIND EQUALIZATION ALGORITHM (SMMA)

CHANNEL ESTIMATION USING EXTENDED KALMAN FILTER WITH SLICED MULTI MODULUS BLIND EQUALIZATION ALGORITHM (SMMA) Journa of Theoretica and Appied nformation Technoogy 005-06 JATT & LLS. A rights reserved. SSN: 99-8645 www.jatit.org E-SSN: 87-395 CHANNEL ESTMATON USNG EXTENDED KALMAN FLTE WTH SLCED MULT MODULUS BLND

More information

Mixed baseband architecture based on FBD Ʃ based ADC for multistandard receivers

Mixed baseband architecture based on FBD Ʃ based ADC for multistandard receivers ACTA IMEKO ISSN: 87X September 5, Voume 4, Number 3, 4 Mixed baseband architecture based on FB Ʃ based AC for mutistandard receivers Rihab Lahoui,, Mane Ben Romdhane, Chiheb Rebai, ominique aet GRESCOM

More information

(12) United States Patent (10) Patent N0.: US 6,493,200 B1 Farmer et al. (45) Date of Patent: Dec. 10, 2002

(12) United States Patent (10) Patent N0.: US 6,493,200 B1 Farmer et al. (45) Date of Patent: Dec. 10, 2002 i US006493200B1 (12) United States Patent (10) Patent N0.: US 6,493,200 B1 Farmer et a. (45) Date of Patent: Dec. 10, 2002 (54) COAXAL CABLE PROTECTON DEVCE Primary Examiner EdWard H. Tso _ Assistant Examiner

More information

Optimum Fault Current Limiter Placement

Optimum Fault Current Limiter Placement Optimum aut urrent Limiter acement Jen-Hao Teng han-an Lu Abstract: Due to the difficuty in power network reinforcement and the interconnection of more distributed generations, faut current eve has become

More information

Block-Level Unitary Query: Incorporating Orthogonal-like Space-time Code with Query Diversity for MIMO Backscatter RFID

Block-Level Unitary Query: Incorporating Orthogonal-like Space-time Code with Query Diversity for MIMO Backscatter RFID 1 Bock-Leve Unitary Query: Incorporating Orthogona-ike Space-time Code with Query Diversity for MIMO Backscatter RFID Chen He, Member, IEEE, Z. Jane Wang, Senior Member, IEEE, and Victor C.M. Leung, Feow,

More information

Electronic Circuit Protector ESX10-T.-DC 24 V

Electronic Circuit Protector ESX10-T.-DC 24 V Eectronic Circuit Protector ESX0-T.-DC 2 V Description The mode ESX0-T extends our product group of eectronic overcurrent protection devices for DC 2 V appications. At a width of ony 2.5 mm it provides

More information

A CPW-Fed Printed Monopole Ultra-Wideband Antenna with E-Shaped Notched Band Slot

A CPW-Fed Printed Monopole Ultra-Wideband Antenna with E-Shaped Notched Band Slot Iraqi Journa of Appied Physics Emad S. Ahmed Department of Eectrica and Eectronic Engineering University of Technoogy, Baghdad, Iraq A CPW-Fed Printed Monopoe Utra-Wideband Antenna with E-Shaped Notched

More information

Performance Analysis of a Novel Antenna Array Calibration Approach for Direction Finding Systems

Performance Analysis of a Novel Antenna Array Calibration Approach for Direction Finding Systems EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS Eur. Trans. Teecomms. 2012; 00:1 14 RESEARCH ARTICLE Performance Anaysis of a Nove Antenna Array Caibration Approach for Direction Finding Systems D. Inserra

More information

ASIC Design for Optical Communications and Microwave Photonics

ASIC Design for Optical Communications and Microwave Photonics ASIC Design for Optica Communications and Microwave Photonics December 2016 Copyright 2003-2017 SAPHYRION Sag Who We Are Who is Saphyrion Swiss privatey owned company, ocated near Lugano (TI). European

More information

P H O T O CD I N F O R M A T I O N B U L L E T I N

P H O T O CD I N F O R M A T I O N B U L L E T I N PCD 077 Juy, 1994 Copyright, Eastman Kodak Company, 1994 P H O T O CD I N F O R M A T I O N B U L L E T I N Fuy Utiizing Photo CD Images Maintaining Coor Consistency When Creating KODAK Photo CD Portfoio

More information

LT V, Ultralow Noise, Precision Op Amp. Applications. Typical Application

LT V, Ultralow Noise, Precision Op Amp. Applications. Typical Application LT618 33V, Utraow Noise, Precision Op Amp Features Utraow Votage Noise 3nV P-P Noise:.1Hz to 1Hz 1.2nV/ Hz Typica at Hz Maximum Offset Votage: μv Maximum Offset Votage Drift:.μV/ C CMRR: 124 (Minimum)

More information

FEATURES APPLICATIONS TYPICAL APPLICATION

FEATURES APPLICATIONS TYPICAL APPLICATION FEATURES n Reguates Whie Sourcing or Sinking Current n Provides Termination for up to 27 SCSI Lines n μa Quiescent Current n Utraow Power Shutdown Mode n Current Limit and Therma Shutdown Protection n

More information

Information Theoretic Radar Waveform Design for Multiple Targets

Information Theoretic Radar Waveform Design for Multiple Targets 1 Information Theoretic Radar Waveform Design for Mutipe Targets Amir Leshem and Arye Nehorai Abstract In this paper we use information theoretic approach to design radar waveforms suitabe for simutaneousy

More information