Integrated precise orbit determination of Shenzhou IV unmanned spacecraft
|
|
- Justina Higgins
- 7 years ago
- Views:
Transcription
1 518 Scence n Chna Ser. E Engneerng & Materals Scence 24 Vol.47 No Integrated precse orbt determnaton of Shenzhou IV unmanned spacecraft LÜ Congmn 1,2, GU Ydong 3, LIN Baoun 3 & GUO Jong 3 1. Center for Space Scence and Appled Research, Chnese Academy of Scences, Beng 18, Chna; 2. Graduate School of the Chnese Academy of Scences, Beng 139, Chna; 3. General Establshment of Space Scence and Applcaton, Chnese Academy of Scences, Beng 18, Chna; Correspondence should be addressed to Lü Congmn (emal: lucongmn@nc.poac.ac.cn) Receved March 22, 24 Abstract Consderng the characterstc orbt of Shenzhou IV spacecraft and the advantages and dsadvantages of several types of domestc orbt measurements, a scheme of IPOD s determned, whch uses GPS, SLR and USB observaton data ontly plus precse onosphere correctons to GPS observaton data. IPOD system and mathematc models of OD are ntroduced. he results of dfferent ont OD are analyzed usng true observaton data, and show that radal accuracy s better than 2 m. Keywords: Shenzhou IV unmanned spacecraft, ntegrated precse orbt determnaton, GPS, SLR, USB. DOI: 1.136/ 4ye12 On Dec. 3, 22, Shenzhou IV unmanned spacecraft was launched successfully. he orbtal module of Shenzhou IV carres a radar altmeter for ocean dynamc research. In order to get vald and hgh precson sea surface topography (SS), errors ncludng altmeter, propagaton and orbt should be reduced or elmnated. he error budgets of man nternatonal oceanographc satelltes show that the root-mean-square error (RMS) of orbt error accounts for 7% of the total error. So, orbt accuracy s the key factor to the applcaton of altmetry data. Moreover, radal orbt error affects t most [1 3]. Accordng to expermental and applcaton research requrements of radar altmeter, radal accuracy of orbt determnaton (OD) should reach 2 to 3 meters n predetermned areas. It s the hghest requrement of OD accuracy n Chna. herefore, the Applcaton System of Chnese Manned Space Programme began to nvestgate Integrated Precse Orbt Determnaton (IPOD) of Shenzhou IV as early as After studyng the characterstc Shenzhou IV orbt and the advantages and dsadvantages of several types of domestc orbt measurements, a scheme of IPOD s determned, whch uses GPS, SLR and USB observaton data ontly. IPOD softwares met requrements va verfcaton usng OPEX/Posedon data. Jont OD was mplemented usng true observaton after launch. Copyrght by Scence n Chna Press 24
2 Integrated precse orbt determnaton of Shenzhou IV unmanned spacecraft 519 he scheme and system composed of IPOD are dscussed, mathematc models are presented, and the results of several OD modes are analyzed and evaluated. 1 Scheme of IPOD Compared wth nternatonal oceanographc satelltes, IPOD msson has three maor characterstcs: ( ) Orbt alttudes of nternatonal oceanographc satelltes are hgher than 6 km, but that of Shenzhou IV s ust about 35 km. Orbt perturbatons from earth gravty model and atmospherc drag are much hgher, whch ncreases the dffculty of IPOD. ( ) Internatonal oceanographc satelltes such as OPEX/Posedon and CHAMP carry dual-frequency P-code GPS recevers, but only sngle-frequency C/A-code GPS recever can be used by Shenzhou IV. Unlke dual-frequency GPS recever, snglefrequency GPS recever cannot determne onospherc delay autonomously. In addton, the precson of C/A-code s 1/1 that of P-code, so the poston accuracy s much lower. ( ) Up to now, methods of orbt measurement whch can be used n Shenzhou IV nclude: Unfed S Band (USB), Satellte Laser Rangng (SLR), and Global Postonng System (GPS). Each of them has ts own advantages and dsadvantages. USB s not nfluenced by weather, but measurement precson s much lower than DORIS. SLR may obtan observaton data wth centmeter-level precson under good condton. But t s nfluenced by weather condtons severely. So, t s dffcult to acheve all-weather trackng. GPS provdes global observaton and postonng data wth hgh precson n real-tme. On May 1, 2, SA was turned off by US Government 1), and thus the accuracy of sngle pont postonng was mproved from 1 meters to 2 4 meters [4]. If GPS precse satellte orbts and clocks provded by the Internatonal GPS Servce (IGS) and precse onospherc correctons are adopted, poston accuracy can be mproved to meter-level further. o sum up, t s dffcult to meet the requrement of IPOD usng only one method because of low orbt and low precson of space and ground observatons. Consequently, an IPOD scheme s adopted, whch uses GPS, USB, and SLR observaton data ontly plus precse onospherc correctons to GPS observaton data, and then determnes the orbt and evaluates the results. Modes of IPOD ncludes: ( ) GPS sngle pont postonng. ( ) GPS dynamc OD + SLR verfcaton. ( ) GPS + SLR ont dynamc OD. ( ) GPS + USB ont dynamc OD. 1) Offce of the Press Secretary, Statement by the Presdent Regardng the Unted States' Decson to Stop Degradng Global Postonng System Accuracy, 2,
3 52 Scence n Chna Ser. E Engneerng & Materals Scence 24 Vol.47 No ( ) GPS + USB + SLR ont dynamc OD. he scheme not only conforms to the present domestc condtons, but s the trend of nternatonal precse OD. Namely, the means of satellte OD changed from sngle ground trackng to ground trackng plus onboard GPS. Moreover, OD results of dfferent means can be verfed wth each other. 2 IPOD system IPOD system conssts of three maor segments: the space segment, the ground trackng segment, and the data processng segment. he space segment comprses Shenzhou IV unmanned spacecraft whch s equpped wth a laser retroreflector array (LRRA) and a GPS recever. he Shenzhou IV unmanned spacecraft moves n a near-crcular orbt nclned at 42.3 at an alttude of about 35 km, whose nternatonal number s 22-61A. Mounted on the orbtal module of Shenzhou IV, the LRRA s the frst one of ts knd n Chna. It conssts of nne 3 mllmeter corner cubes. he tme of a round trp of laser pulses reflected from the LRRA s measured by SLR statons, and the ranges from Shenzhou IV to SLR statons can be obtaned then. he onboard GPS recever s a 12-channel C/A code recever, whch works on L1 frequency ( MHz). Each GPS observaton data packet encompasses pseudoranges, carrer phases, recever clock offset and poston and velocty of Shenzhou IV. he ground trackng segment s composed of USB and SLR trackng networks, IGS, and a specal ground Data Acquston Staton (DAS) for recevng applcaton data. USB network tracks the Shenzhou IV orbtal module to obtan the USB observatons, and meanwhle, t provdes orbt elements for SLR observaton. SLR network provdes centmeter-level observaton data whch can be used n OD and verfcaton. IGS network provdes observaton data collected from 54 global statons and 25 domestc statons, GPS precse satellte ephemerdes and clocks. asks of the data processng segment can be dvded nto three sectons. Frst, GPS source packets are pre-processed, and then are changed nto RINEX 2. format. Second, onospherc delays of GPS observaton data are corrected precsely. Fnally, OD usng GPS, SLR, and USB data and the accuracy estmaton are accomplshed. 3 Mathematcal model of OD 3.1 Sngle pont postonng model Sngle pont GPS model s [5] V = Aδ Z L, (1) where V s an m 1 vector of observaton nose, m s the number of GPS satelltes n vew and [ d ] δz = δx δ y δz δ t s the ncrement vector of the recever poston Copyrght by Scence n Chna Press 24
4 Integrated precse orbt determnaton of Shenzhou IV unmanned spacecraft 521 and clock offset at epoch t. A s an m 4 coeffcent matrx wth th row composed of vector x x ρ y y ρ z z ρ c, (2) where c s the speed of lght n vacuum, ( x y z ) s the approxmate value of the phase center of the GPS recever's antenna, and s the poston of th GPS satellte. ρ s the computed pseudorange usng the approxmate value. L s an m 1 vector wth th ( = 1 m ) element ρ ρ cdt cdt ( x y z ), (3) where ρ s observed pseudorange corrected by onospherc correcton, t s an approxmate value of recever s clock offset, and GPS satellte. dt d s the precse clock offset of th Accordng to the lnear least-square estmate, the soluton of eq. (1) s δz = ( A A) So, the soluton of sngle pont postonng s A L. (4) Z = Z + δz, (5) where Z = x y z dt s the reference state. If the dfference between a reference state and the true one s too large, t wll result n convergng to a wrong soluton or dvergence. In ths case, an approxmate value can be got by usng drect soluton model proposed by Ilan Bton, and then the soluton can be computed teratvely 1). 3.2 Dynamc OD model [6,7] he ordnary dfferental equaton of Shenzhou IV n the nertal coordnate system may be descrbed as X = F( X, t), X ( t) = X, (6) where X s the state vector comprsng poston vector r and velocty vector r as 1) Hu Guorong, GPS-Based Orbt Determnaton for Low Earth Satelltes, Ph.D. hess, Insttute of Geodesy and Geophyscs, Chnese Academy of Scences,
5 522 Scence n Chna Ser. E Engneerng & Materals Scence 24 Vol.47 No well as the free parameter r β,.e. X = r. X s an ntal value, and F s the β force vector actng on the Shenzhou IV. he observaton equaton may be descrbed by Y = G( X, t) + ε, (7) where G( X, t) denotes the model value, and ε s the measurement error. * Lnearzng the state equaton and observaton equaton around a reference state X. Set x( t) = X ( t) X * ( t) and yt () = Yt () GX ( t). Omttng hgher order tems, the equatons are reduced to lnear system equatons *, x = Ftt (, ) x, y = Hx + ε, (8) ~ where Φ t, t ) s the state transton matrx, H = HΦ( t, ), and ( t ~ G H =. X * X Gven the pror state x and the covarance P, the general soluton of the lnear unbased mnmum varance estmaton s gven by wth the assocated covarance where W s the weghtng matrx. xˆ x = ( H WH + P ) ( H Wy + P ), (9) = ( H WH + P ) P, (1) So, the optmal estmaton of ˆX s X ˆ + * = X xˆ. (11) 4 IPOD results 4.1 GPS dynamc OD + SLR verfcaton hs mode uses solutons of GPS sngle pont postonng as observatons for dynamc OD, and then verfes the orbt by SLR range measurement data. able 1 shows the RMS of the orbt and SLR verfcaton results durng smultaneous observaton perod. Inner accordant accuracy of dynamc OD s about 5 to 6 meters. Compared wth SLR ranges as external verfcaton, mean range error s about 2 meters, and the estmated radal accuracy s better than 1.5 meters. Copyrght by Scence n Chna Press 24
6 Integrated precse orbt determnaton of Shenzhou IV unmanned spacecraft 523 able 1 Accuracy of GPS dynamc OD SLR verfcaton Accuracy of SLR verfcaton a) Accuracy of SLR verfcaton b) Observaton date Number of SLR SLR RMS/m (year-month-date) observatons ponts ponts /m /m a) No elevaton angle lmtaton; b) data elevaton less than 5 deg. lmted. 4.2 GPS + SLR ont dynamc OD he mode combnes the solutons of GPS sngle pont postonng and SLR data as observatons, and generates the orbt ontly. he RMS of the orbt durng smultaneous observaton perod s presented n table 2. Statstcs of GPS+SLR ont dynamc OD and GPS dynamc OD (see table 1) are consstent, and the statstcs of SLR observaton data shows that the precson of SLR measurements reaches to about 1 cm. able 2 Results of GPS SLR ont OD Observaton date Number of (year-month-date) observatons X/m Y/m Z/m SLR ponts RMS of SLR/m Although statstcs of OD changes slghtly, SLR data has mpact on OD notably. Fg. 1 shows a comparson between GPS dynamc OD and GPS+SLR ont dynamc OD n X, Y and Z drectons. he dfference between two orbts ncreases to several meters or even tens of meters when the orbt s near the trackng arc of SLR. However, t decreases to less than 2 meters far from the arc, whch confrms that two orbts are n accordance wth each other well, and radal error s less than 2 meters. SLR data not only affect the orbt, but optmze t. o demonstrate ths, a combnaton of GPS and SLR data of Changchun staton (Monument 7237) or Beng staton (Monument 7249) s used for OD. hen the results are verfed by SLR ranges of Beng staton or Changchun staton. able 3 shows a comparson of statstcs wth and wthout SLR data partcpatng n OD. Clearly, GPS+SLR ont OD has optmzed the orbt, and OD accuracy s mproved by SLR data. 4.3 GPS+USB+SLR ont dynamc OD Jont OD of GPS+USB and GPS+USB+SLR mode are mplemented respectvely,
7 524 Scence n Chna Ser. E Engneerng & Materals Scence 24 Vol.47 No Observaton date (year-month-date) Fg. 1. Comparson between GPS dynamc OD and GPS+SLR ont OD. able 3 Comparson of OD results wth and wthout SLR data SLR staton SLR staton GPS dynamc OD partcpatng n OD for verfcaton SLR verfcaton /m GPS+SLR dynamc OD +SLR verfcaton/m Observaton date (year-month-date) able 4 Comparson of GPS+USB+SLR ont OD OD mode Pass No. Ponts of SLR RMS/m GPS GPS+USB GPS+USB+SLR GPS GPS+USB GPS+USB+SLR GPS GPS+USB GPS GPS+USB+SLR Copyrght by Scence n Chna Press 24
8 Integrated precse orbt determnaton of Shenzhou IV unmanned spacecraft 525 and the results are compared wth GPS dynamc OD to nvestgate the functon of USB data n IPOD. able 4 s the comparson of three modes durng smultaneous observaton perod. Frst, accuracy of GPS dynamc OD s better than 2 meters. Second, USB contrbutes lttle to the IPOD because of low precson of USB data. Fnally, SLR data may reduce the effects of USB data, and mprove the OD accuracy markedly. 4.4 Overall evaluaton As the man data source of IPOD, GPS-based OD of Shenzhou IV are global, not restrcted to predetermned areas. Results of modes 2 to 5 show that radal accuracy s wthn the range of 1 to 3 meters. Because of the dstrbuton of SLR statons and weather, SLR observaton tme s very short, and t s dffcult to determne the orbt solely. However, t s effectve as a means of verfcaton of OD results. In addton, USB contrbutes lttle to the IPOD because of low precson of USB data. 5 Concluson IPOD results show that t s feasble to use GPS, SLR and USB observaton data for IPOD, and radal accuracy s better than 2 m n Shenzhou IV case, whch meets the msson requrements well. It s the hghest accuracy of domestc OD at present, and makes OD accuracy of LEO spacecraft of Chna step nto a new stage. Acknowledgements Organzng and actualzng of IPOD msson are presded over by the General Establshment of Space Scence and Applcaton, CAS. asks ncludng USB and SLR trackng, ground data acquston, and data processng are mplemented by Purple Mountan Observatory (PMO), X an Satellte Control Center (XSCC), Shangha Observatory (SHAO), Insttute of Geodesy and Geophyscs (IGG), Wuhan Insttute of Physcs and Mathematcs (WIPM), Payload Operaton and Applcaton Center (POAC), and the GPS recever proect group. Some contents of ths paper are cted from the research reports and fnal report of IPOD. he authors are grateful for the support of the nsttutes above and relevant authors. References 1. Rummel, R., Sanso, F., Satellte Altmetry n Geodesy and Oceanography, Berln: Sprnger-Verlag, Schnapf, A., Montorng Earth s Ocean, Land, and Atmosphere from Space-Sensors, Systems, and Applcatons, New York: Amercan Insttute of Aeronautcs and Astronautcs Inc., Stewart, R. H., Methods of Satellte Oceanography, Berkeley: Unversty of Calforna Press, Hofmann-Wellenhof, B., Lchtenegger, H., Collns, J., Global Postonng System: heory and Practce, New York: Sprnger-Verlag, eunssen, P. J. G., Kleusberg, A., GPS for Geodesy, Berln: Sprnger-Verlag, Lu Ln, Orbt heory of Spacecraft, Beng: Natonal Defence Industry Press, Montenbruck, O., Gll, E., Satellte Orbts: Models, Methods, and Applcatons, Berln: Sprnger, 2.
Forecasting the Direction and Strength of Stock Market Movement
Forecastng the Drecton and Strength of Stock Market Movement Jngwe Chen Mng Chen Nan Ye cjngwe@stanford.edu mchen5@stanford.edu nanye@stanford.edu Abstract - Stock market s one of the most complcated systems
More informationRESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL. Yaoqi FENG 1, Hanping QIU 1. China Academy of Space Technology (CAST) yaoqi.feng@yahoo.
ICSV4 Carns Australa 9- July, 007 RESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL Yaoq FENG, Hanpng QIU Dynamc Test Laboratory, BISEE Chna Academy of Space Technology (CAST) yaoq.feng@yahoo.com Abstract
More informationThe Development of Web Log Mining Based on Improve-K-Means Clustering Analysis
The Development of Web Log Mnng Based on Improve-K-Means Clusterng Analyss TngZhong Wang * College of Informaton Technology, Luoyang Normal Unversty, Luoyang, 471022, Chna wangtngzhong2@sna.cn Abstract.
More informationHow To Understand The Results Of The German Meris Cloud And Water Vapour Product
Ttel: Project: Doc. No.: MERIS level 3 cloud and water vapour products MAPP MAPP-ATBD-ClWVL3 Issue: 1 Revson: 0 Date: 9.12.1998 Functon Name Organsaton Sgnature Date Author: Bennartz FUB Preusker FUB Schüller
More informationCHOLESTEROL REFERENCE METHOD LABORATORY NETWORK. Sample Stability Protocol
CHOLESTEROL REFERENCE METHOD LABORATORY NETWORK Sample Stablty Protocol Background The Cholesterol Reference Method Laboratory Network (CRMLN) developed certfcaton protocols for total cholesterol, HDL
More informationForecasting the Demand of Emergency Supplies: Based on the CBR Theory and BP Neural Network
700 Proceedngs of the 8th Internatonal Conference on Innovaton & Management Forecastng the Demand of Emergency Supples: Based on the CBR Theory and BP Neural Network Fu Deqang, Lu Yun, L Changbng School
More informationIMPACT ANALYSIS OF A CELLULAR PHONE
4 th ASA & μeta Internatonal Conference IMPACT AALYSIS OF A CELLULAR PHOE We Lu, 2 Hongy L Bejng FEAonlne Engneerng Co.,Ltd. Bejng, Chna ABSTRACT Drop test smulaton plays an mportant role n nvestgatng
More informationTime Domain simulation of PD Propagation in XLPE Cables Considering Frequency Dependent Parameters
Internatonal Journal of Smart Grd and Clean Energy Tme Doman smulaton of PD Propagaton n XLPE Cables Consderng Frequency Dependent Parameters We Zhang a, Jan He b, Ln Tan b, Xuejun Lv b, Hong-Je L a *
More informationStudy on Model of Risks Assessment of Standard Operation in Rural Power Network
Study on Model of Rsks Assessment of Standard Operaton n Rural Power Network Qngj L 1, Tao Yang 2 1 Qngj L, College of Informaton and Electrcal Engneerng, Shenyang Agrculture Unversty, Shenyang 110866,
More informationPRECISE GPS POSITIONING IMPROVEMENTS BY REDUCING ANTENNA AND SITE DEPENDENT EFFECTS
PRECISE GPS POSITIONING IMPROVEMENTS BY REDUCING ANTENNA AND SITE DEPENDENT EFFECTS Günter Seeber, Falko Menge, Chrstof Völksen Insttut für Erdmessung, Unverstät Hannover, D-3167 Hannover, Germany Gerhard
More informationA hybrid global optimization algorithm based on parallel chaos optimization and outlook algorithm
Avalable onlne www.ocpr.com Journal of Chemcal and Pharmaceutcal Research, 2014, 6(7):1884-1889 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 A hybrd global optmzaton algorthm based on parallel
More informationDamage detection in composite laminates using coin-tap method
Damage detecton n composte lamnates usng con-tap method S.J. Km Korea Aerospace Research Insttute, 45 Eoeun-Dong, Youseong-Gu, 35-333 Daejeon, Republc of Korea yaeln@kar.re.kr 45 The con-tap test has the
More informationInstitute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic
Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange
More informationBERNSTEIN POLYNOMIALS
On-Lne Geometrc Modelng Notes BERNSTEIN POLYNOMIALS Kenneth I. Joy Vsualzaton and Graphcs Research Group Department of Computer Scence Unversty of Calforna, Davs Overvew Polynomals are ncredbly useful
More informationOn the Optimal Control of a Cascade of Hydro-Electric Power Stations
On the Optmal Control of a Cascade of Hydro-Electrc Power Statons M.C.M. Guedes a, A.F. Rbero a, G.V. Smrnov b and S. Vlela c a Department of Mathematcs, School of Scences, Unversty of Porto, Portugal;
More informationFrequency Selective IQ Phase and IQ Amplitude Imbalance Adjustments for OFDM Direct Conversion Transmitters
Frequency Selectve IQ Phase and IQ Ampltude Imbalance Adjustments for OFDM Drect Converson ransmtters Edmund Coersmeer, Ernst Zelnsk Noka, Meesmannstrasse 103, 44807 Bochum, Germany edmund.coersmeer@noka.com,
More informationAn Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services
An Evaluaton of the Extended Logstc, Smple Logstc, and Gompertz Models for Forecastng Short Lfecycle Products and Servces Charles V. Trappey a,1, Hsn-yng Wu b a Professor (Management Scence), Natonal Chao
More informationAutomated information technology for ionosphere monitoring of low-orbit navigation satellite signals
Automated nformaton technology for onosphere montorng of low-orbt navgaton satellte sgnals Alexander Romanov, Sergey Trusov and Alexey Romanov Federal State Untary Enterprse Russan Insttute of Space Devce
More informationCausal, Explanatory Forecasting. Analysis. Regression Analysis. Simple Linear Regression. Which is Independent? Forecasting
Causal, Explanatory Forecastng Assumes cause-and-effect relatonshp between system nputs and ts output Forecastng wth Regresson Analyss Rchard S. Barr Inputs System Cause + Effect Relatonshp The job of
More informationA Secure Password-Authenticated Key Agreement Using Smart Cards
A Secure Password-Authentcated Key Agreement Usng Smart Cards Ka Chan 1, Wen-Chung Kuo 2 and Jn-Chou Cheng 3 1 Department of Computer and Informaton Scence, R.O.C. Mltary Academy, Kaohsung 83059, Tawan,
More informationDEFINING %COMPLETE IN MICROSOFT PROJECT
CelersSystems DEFINING %COMPLETE IN MICROSOFT PROJECT PREPARED BY James E Aksel, PMP, PMI-SP, MVP For Addtonal Informaton about Earned Value Management Systems and reportng, please contact: CelersSystems,
More informationThe Effects of Geodetic Configuration of the Network in Deformation Analysis
The Effects of Geodetc Confguraton of the Network n Deformaton Analyss M. Onur KAPLAN, Tevfk AYAN and Serdar EROL Turkey Key words: Network confguraton, deformaton analyss, optmzaton, confdence ellpses
More informationGRAVITY DATA VALIDATION AND OUTLIER DETECTION USING L 1 -NORM
GRAVITY DATA VALIDATION AND OUTLIER DETECTION USING L 1 -NORM BARRIOT Jean-Perre, SARRAILH Mchel BGI/CNES 18.av.E.Beln 31401 TOULOUSE Cedex 4 (France) Emal: jean-perre.barrot@cnes.fr 1/Introducton The
More information"Research Note" APPLICATION OF CHARGE SIMULATION METHOD TO ELECTRIC FIELD CALCULATION IN THE POWER CABLES *
Iranan Journal of Scence & Technology, Transacton B, Engneerng, ol. 30, No. B6, 789-794 rnted n The Islamc Republc of Iran, 006 Shraz Unversty "Research Note" ALICATION OF CHARGE SIMULATION METHOD TO ELECTRIC
More informationAPPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT
APPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT Toshhko Oda (1), Kochro Iwaoka (2) (1), (2) Infrastructure Systems Busness Unt, Panasonc System Networks Co., Ltd. Saedo-cho
More informationDesign and Development of a Security Evaluation Platform Based on International Standards
Internatonal Journal of Informatcs Socety, VOL.5, NO.2 (203) 7-80 7 Desgn and Development of a Securty Evaluaton Platform Based on Internatonal Standards Yuj Takahash and Yoshm Teshgawara Graduate School
More informationNMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582
NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582 7. Root Dynamcs 7.2 Intro to Root Dynamcs We now look at the forces requred to cause moton of the root.e. dynamcs!!
More informationPrecise Orbit Determination for Low Earth Orbit Satellites
recse Orbt Determnaton for Low Earth Orbt Satelltes Davd Hobbs hobbs@tele2adsl.dk and reben Bohn prb@terma.com erma A/S, Space, Vasekær 12, 273 Herlev, Denmark Abstract he precse orbt determnaton problem
More informationINVESTIGATION OF VEHICULAR USERS FAIRNESS IN CDMA-HDR NETWORKS
21 22 September 2007, BULGARIA 119 Proceedngs of the Internatonal Conference on Informaton Technologes (InfoTech-2007) 21 st 22 nd September 2007, Bulgara vol. 2 INVESTIGATION OF VEHICULAR USERS FAIRNESS
More information1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP)
6.3 / -- Communcaton Networks II (Görg) SS20 -- www.comnets.un-bremen.de Communcaton Networks II Contents. Fundamentals of probablty theory 2. Emergence of communcaton traffc 3. Stochastc & Markovan Processes
More informationTHE METHOD OF LEAST SQUARES THE METHOD OF LEAST SQUARES
The goal: to measure (determne) an unknown quantty x (the value of a RV X) Realsaton: n results: y 1, y 2,..., y j,..., y n, (the measured values of Y 1, Y 2,..., Y j,..., Y n ) every result s encumbered
More informationEfficient Project Portfolio as a tool for Enterprise Risk Management
Effcent Proect Portfolo as a tool for Enterprse Rsk Management Valentn O. Nkonov Ural State Techncal Unversty Growth Traectory Consultng Company January 5, 27 Effcent Proect Portfolo as a tool for Enterprse
More informationMonitoring sea level change at Cascais tide gauge
Journal of Coastal Research SI 64 pg - pg ICS211 (Proceedngs) Poland ISSN 749-28 Montorng sea level change at Cascas tde gauge C. Antunes IDL Unversty of Lsbon, Lsbon, 1794-16 Portugal cmantunes@fc.ul.pt
More informationAn Alternative Way to Measure Private Equity Performance
An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate
More informationPower-of-Two Policies for Single- Warehouse Multi-Retailer Inventory Systems with Order Frequency Discounts
Power-of-wo Polces for Sngle- Warehouse Mult-Retaler Inventory Systems wth Order Frequency Dscounts José A. Ventura Pennsylvana State Unversty (USA) Yale. Herer echnon Israel Insttute of echnology (Israel)
More informationHow To Calculate The Accountng Perod Of Nequalty
Inequalty and The Accountng Perod Quentn Wodon and Shlomo Ytzha World Ban and Hebrew Unversty September Abstract Income nequalty typcally declnes wth the length of tme taen nto account for measurement.
More informationAn Integrated Framework for Responsive Supply Chain Management
1 An Integrated Framework for Responsve Supply Chan Management 1 Darsht Parmar 1 Teresa Wu 1 John Fowler Tom Callarman 3 Vncent Hargaden 4 Eamonn Ambrose 1 Phlp Wolfe 1 Department of Industral Engneerng
More informationA Multi-mode Image Tracking System Based on Distributed Fusion
A Mult-mode Image Tracng System Based on Dstrbuted Fuson Ln zheng Chongzhao Han Dongguang Zuo Hongsen Yan School of Electroncs & nformaton engneerng, X an Jaotong Unversty X an, Shaanx, Chna Lnzheng@malst.xjtu.edu.cn
More informationAn RFID Distance Bounding Protocol
An RFID Dstance Boundng Protocol Gerhard P. Hancke and Markus G. Kuhn May 22, 2006 An RFID Dstance Boundng Protocol p. 1 Dstance boundng Verfer d Prover Places an upper bound on physcal dstance Does not
More informationCalculating the high frequency transmission line parameters of power cables
< ' Calculatng the hgh frequency transmsson lne parameters of power cables Authors: Dr. John Dcknson, Laboratory Servces Manager, N 0 RW E B Communcatons Mr. Peter J. Ncholson, Project Assgnment Manager,
More informationOpen Access A Load Balancing Strategy with Bandwidth Constraint in Cloud Computing. Jing Deng 1,*, Ping Guo 2, Qi Li 3, Haizhu Chen 1
Send Orders for Reprnts to reprnts@benthamscence.ae The Open Cybernetcs & Systemcs Journal, 2014, 8, 115-121 115 Open Access A Load Balancng Strategy wth Bandwdth Constrant n Cloud Computng Jng Deng 1,*,
More informationAvailability Benefit of Future Dual Frequency GPS Avionics under Strong Ionospheric Scintillation
Avalablty Beneft of Future Dual Frequency GPS Avoncs under Strong Ionospherc Scntllaton Jwon Seo, Todd Walter, and Per Enge Stanford Unversty BIOGRAPHY Jwon Seo s a Ph.D. canddate n aeronautcs and astronautcs
More informationIMPROVEMENT OF THE STABILITY SOLVING RATIONAL POLYNOMIAL COEFFICIENTS
IMPROVEMEN OF HE ABIIY OVING RAIONA POYNOMIA COEFFICIEN Xanyong n a,*, Xuxao Yuan a a chool of Remote ensng and Informaton Engneerng, Wuhan Unversty, 19 uoyu Road, Wuhan 40079, Chna wnterlnny@16.com Commsson
More informationCan Auto Liability Insurance Purchases Signal Risk Attitude?
Internatonal Journal of Busness and Economcs, 2011, Vol. 10, No. 2, 159-164 Can Auto Lablty Insurance Purchases Sgnal Rsk Atttude? Chu-Shu L Department of Internatonal Busness, Asa Unversty, Tawan Sheng-Chang
More informationWhat is Candidate Sampling
What s Canddate Samplng Say we have a multclass or mult label problem where each tranng example ( x, T ) conssts of a context x a small (mult)set of target classes T out of a large unverse L of possble
More informationProject Networks With Mixed-Time Constraints
Project Networs Wth Mxed-Tme Constrants L Caccetta and B Wattananon Western Australan Centre of Excellence n Industral Optmsaton (WACEIO) Curtn Unversty of Technology GPO Box U1987 Perth Western Australa
More information8.5 UNITARY AND HERMITIAN MATRICES. The conjugate transpose of a complex matrix A, denoted by A*, is given by
6 CHAPTER 8 COMPLEX VECTOR SPACES 5. Fnd the kernel of the lnear transformaton gven n Exercse 5. In Exercses 55 and 56, fnd the mage of v, for the ndcated composton, where and are gven by the followng
More informationA system for real-time calculation and monitoring of energy performance and carbon emissions of RET systems and buildings
A system for real-tme calculaton and montorng of energy performance and carbon emssons of RET systems and buldngs Dr PAAIOTIS PHILIMIS Dr ALESSADRO GIUSTI Dr STEPHE GARVI CE Technology Center Democratas
More informationSPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background:
SPEE Recommended Evaluaton Practce #6 efnton of eclne Curve Parameters Background: The producton hstores of ol and gas wells can be analyzed to estmate reserves and future ol and gas producton rates and
More informationComparison of Control Strategies for Shunt Active Power Filter under Different Load Conditions
Comparson of Control Strateges for Shunt Actve Power Flter under Dfferent Load Condtons Sanjay C. Patel 1, Tushar A. Patel 2 Lecturer, Electrcal Department, Government Polytechnc, alsad, Gujarat, Inda
More informationResearch Article Enhanced Two-Step Method via Relaxed Order of α-satisfactory Degrees for Fuzzy Multiobjective Optimization
Hndaw Publshng Corporaton Mathematcal Problems n Engneerng Artcle ID 867836 pages http://dxdoorg/055/204/867836 Research Artcle Enhanced Two-Step Method va Relaxed Order of α-satsfactory Degrees for Fuzzy
More informationThe OC Curve of Attribute Acceptance Plans
The OC Curve of Attrbute Acceptance Plans The Operatng Characterstc (OC) curve descrbes the probablty of acceptng a lot as a functon of the lot s qualty. Fgure 1 shows a typcal OC Curve. 10 8 6 4 1 3 4
More informationA heuristic task deployment approach for load balancing
Xu Gaochao, Dong Yunmeng, Fu Xaodog, Dng Yan, Lu Peng, Zhao Ja Abstract A heurstc task deployment approach for load balancng Gaochao Xu, Yunmeng Dong, Xaodong Fu, Yan Dng, Peng Lu, Ja Zhao * College of
More informationPerformance Analysis of Energy Consumption of Smartphone Running Mobile Hotspot Application
Internatonal Journal of mart Grd and lean Energy Performance Analyss of Energy onsumpton of martphone Runnng Moble Hotspot Applcaton Yun on hung a chool of Electronc Engneerng, oongsl Unversty, 511 angdo-dong,
More informationEnabling P2P One-view Multi-party Video Conferencing
Enablng P2P One-vew Mult-party Vdeo Conferencng Yongxang Zhao, Yong Lu, Changja Chen, and JanYn Zhang Abstract Mult-Party Vdeo Conferencng (MPVC) facltates realtme group nteracton between users. Whle P2P
More informationLogical Development Of Vogel s Approximation Method (LD-VAM): An Approach To Find Basic Feasible Solution Of Transportation Problem
INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH VOLUME, ISSUE, FEBRUARY ISSN 77-866 Logcal Development Of Vogel s Approxmaton Method (LD- An Approach To Fnd Basc Feasble Soluton Of Transportaton
More informationChapter 4 ECONOMIC DISPATCH AND UNIT COMMITMENT
Chapter 4 ECOOMIC DISATCH AD UIT COMMITMET ITRODUCTIO A power system has several power plants. Each power plant has several generatng unts. At any pont of tme, the total load n the system s met by the
More informationOptical Measurement of the Speed of Sound in Air Over the Temperature Range 300-650 K
NASA/CR-2000-210114 ICASE Report No. 2000-20 Optcal Measurement of the Speed of Sound n Ar Over the Temperature Range 300-650 K Roger C. Hart ICASE, Hampton, Vrgna R. Jeffrey Balla and G.C. Herrng NASA
More informationPerformance Analysis and Coding Strategy of ECOC SVMs
Internatonal Journal of Grd and Dstrbuted Computng Vol.7, No. (04), pp.67-76 http://dx.do.org/0.457/jgdc.04.7..07 Performance Analyss and Codng Strategy of ECOC SVMs Zhgang Yan, and Yuanxuan Yang, School
More informationRisk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008
Rsk-based Fatgue Estmate of Deep Water Rsers -- Course Project for EM388F: Fracture Mechancs, Sprng 2008 Chen Sh Department of Cvl, Archtectural, and Envronmental Engneerng The Unversty of Texas at Austn
More informationOptimal Bidding Strategies for Generation Companies in a Day-Ahead Electricity Market with Risk Management Taken into Account
Amercan J. of Engneerng and Appled Scences (): 8-6, 009 ISSN 94-700 009 Scence Publcatons Optmal Bddng Strateges for Generaton Companes n a Day-Ahead Electrcty Market wth Rsk Management Taken nto Account
More informationMethod for Production Planning and Inventory Control in Oil
Memors of the Faculty of Engneerng, Okayama Unversty, Vol.41, pp.20-30, January, 2007 Method for Producton Plannng and Inventory Control n Ol Refnery TakujImamura,MasamKonshandJunIma Dvson of Electronc
More informationA DYNAMIC CRASHING METHOD FOR PROJECT MANAGEMENT USING SIMULATION-BASED OPTIMIZATION. Michael E. Kuhl Radhamés A. Tolentino-Peña
Proceedngs of the 2008 Wnter Smulaton Conference S. J. Mason, R. R. Hll, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler eds. A DYNAMIC CRASHING METHOD FOR PROJECT MANAGEMENT USING SIMULATION-BASED OPTIMIZATION
More informationAnalysis of Energy-Conserving Access Protocols for Wireless Identification Networks
From the Proceedngs of Internatonal Conference on Telecommuncaton Systems (ITC-97), March 2-23, 1997. 1 Analyss of Energy-Conservng Access Protocols for Wreless Identfcaton etworks Imrch Chlamtac a, Chara
More informationComparative Study on Space Qualified Paints Used for Thermal Control of a Small Satellite
Iranan Journal of Chemcal Engneerng Vol. 6, No. 2 (Sprng), 2009, IAChE Comparatve Study on Space Qualfed Pants Used for Thermal Control of a Small Satellte A. Anvar, F. Farhan, K.S. Nak Department of Mechancal
More informationAnalysis of Reactivity Induced Accident for Control Rods Ejection with Loss of Cooling
Analyss of Reactvty Induced Accdent for Control Rods Ejecton wth Loss of Coolng Hend Mohammed El Sayed Saad 1, Hesham Mohammed Mohammed Mansour 2 Wahab 1 1. Nuclear and Radologcal Regulatory Authorty,
More informationData Broadcast on a Multi-System Heterogeneous Overlayed Wireless Network *
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 24, 819-840 (2008) Data Broadcast on a Mult-System Heterogeneous Overlayed Wreless Network * Department of Computer Scence Natonal Chao Tung Unversty Hsnchu,
More informationA Multi-Camera System on PC-Cluster for Real-time 3-D Tracking
The 23 rd Conference of the Mechancal Engneerng Network of Thaland November 4 7, 2009, Chang Ma A Mult-Camera System on PC-Cluster for Real-tme 3-D Trackng Vboon Sangveraphunsr*, Krtsana Uttamang, and
More informationFREQUENCY OF OCCURRENCE OF CERTAIN CHEMICAL CLASSES OF GSR FROM VARIOUS AMMUNITION TYPES
FREQUENCY OF OCCURRENCE OF CERTAIN CHEMICAL CLASSES OF GSR FROM VARIOUS AMMUNITION TYPES Zuzanna BRO EK-MUCHA, Grzegorz ZADORA, 2 Insttute of Forensc Research, Cracow, Poland 2 Faculty of Chemstry, Jagellonan
More informationDistributed Multi-Target Tracking In A Self-Configuring Camera Network
Dstrbuted Mult-Target Trackng In A Self-Confgurng Camera Network Crstan Soto, B Song, Amt K. Roy-Chowdhury Department of Electrcal Engneerng Unversty of Calforna, Rversde {cwlder,bsong,amtrc}@ee.ucr.edu
More informationHigh Accuracy Real-time Dam Monitoring Using Low-cost GPS Equipment
Hgh Accuracy Real-tme Dam Montorng Usng Low-cost GPS Equpment Reda ALI, Paul CROSS, Unted Kngdom and Al EL-SHARKAWY, Egypt Key words: Multpath, Sdereal-day correcton, Pacoma Dam, GPSEM. SUMMARY A methodology
More informationOn fourth order simultaneously zero-finding method for multiple roots of complex polynomial equations 1
General Mathematcs Vol. 6, No. 3 (2008), 9 3 On fourth order smultaneously zero-fndng method for multple roots of complex polynomal euatons Nazr Ahmad Mr and Khald Ayub Abstract In ths paper, we present
More informationVoIP Playout Buffer Adjustment using Adaptive Estimation of Network Delays
VoIP Playout Buffer Adjustment usng Adaptve Estmaton of Network Delays Mroslaw Narbutt and Lam Murphy* Department of Computer Scence Unversty College Dubln, Belfeld, Dubln, IRELAND Abstract The poor qualty
More informationTraffic-light a stress test for life insurance provisions
MEMORANDUM Date 006-09-7 Authors Bengt von Bahr, Göran Ronge Traffc-lght a stress test for lfe nsurance provsons Fnansnspetonen P.O. Box 6750 SE-113 85 Stocholm [Sveavägen 167] Tel +46 8 787 80 00 Fax
More informationA Falling Detection System with wireless sensor for the Elderly People Based on Ergnomics
Vol.8, o.1 (14), pp.187-196 http://dx.do.org/1.1457/sh.14.8.1. A Fallng Detecton System wth wreless sensor for the Elderly People Based on Ergnomcs Zhenhe e 1, ng L, Qaoxang Zhao and Xue Lu 3 1 College
More informationAn Interest-Oriented Network Evolution Mechanism for Online Communities
An Interest-Orented Network Evoluton Mechansm for Onlne Communtes Cahong Sun and Xaopng Yang School of Informaton, Renmn Unversty of Chna, Bejng 100872, P.R. Chna {chsun,yang}@ruc.edu.cn Abstract. Onlne
More informationVehicle Detection and Tracking in Video from Moving Airborne Platform
Journal of Computatonal Informaton Systems 10: 12 (2014) 4965 4972 Avalable at http://www.jofcs.com Vehcle Detecton and Trackng n Vdeo from Movng Arborne Platform Lye ZHANG 1,2,, Hua WANG 3, L LI 2 1 School
More informationDynamic Pricing for Smart Grid with Reinforcement Learning
Dynamc Prcng for Smart Grd wth Renforcement Learnng Byung-Gook Km, Yu Zhang, Mhaela van der Schaar, and Jang-Won Lee Samsung Electroncs, Suwon, Korea Department of Electrcal Engneerng, UCLA, Los Angeles,
More informationArchitecture and Performance Testing of a Software GPS Receiver for Space-based Applications 1,2
Archtecture and Performance Testng of a Software GPS Recever for Space-based Applcatons,2 Kenn Gold and Alson Brown NAVSYS Corporaton 496 Woodcarver Road Colorado Sprngs, CO 892 79-48-4877 kgold@navsys.com
More informationSection 5.4 Annuities, Present Value, and Amortization
Secton 5.4 Annutes, Present Value, and Amortzaton Present Value In Secton 5.2, we saw that the present value of A dollars at nterest rate per perod for n perods s the amount that must be deposted today
More informationPSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12
14 The Ch-squared dstrbuton PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 1 If a normal varable X, havng mean µ and varance σ, s standardsed, the new varable Z has a mean 0 and varance 1. When ths standardsed
More informationSUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW.
SUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW. Lucía Isabel García Cebrán Departamento de Economía y Dreccón de Empresas Unversdad de Zaragoza Gran Vía, 2 50.005 Zaragoza (Span) Phone: 976-76-10-00
More informationRELIABILITY, RISK AND AVAILABILITY ANLYSIS OF A CONTAINER GANTRY CRANE ABSTRACT
Kolowrock Krzysztof Joanna oszynska MODELLING ENVIRONMENT AND INFRATRUCTURE INFLUENCE ON RELIABILITY AND OPERATION RT&A # () (Vol.) March RELIABILITY RIK AND AVAILABILITY ANLYI OF A CONTAINER GANTRY CRANE
More informationImperial College London
F. Fang 1, C.C. Pan 1, I.M. Navon 2, M.D. Pggott 1, G.J. Gorman 1, P.A. Allson 1 and A.J.H. Goddard 1 1 Appled Modellng and Computaton Group Department of Earth Scence and Engneerng Imperal College London,
More informationPortfolio Loss Distribution
Portfolo Loss Dstrbuton Rsky assets n loan ortfolo hghly llqud assets hold-to-maturty n the bank s balance sheet Outstandngs The orton of the bank asset that has already been extended to borrowers. Commtment
More informationSTANDING WAVE TUBE TECHNIQUES FOR MEASURING THE NORMAL INCIDENCE ABSORPTION COEFFICIENT: COMPARISON OF DIFFERENT EXPERIMENTAL SETUPS.
STADIG WAVE TUBE TECHIQUES FOR MEASURIG THE ORMAL ICIDECE ABSORPTIO COEFFICIET: COMPARISO OF DIFFERET EXPERIMETAL SETUPS. Angelo Farna (*), Patrzo Faust (**) (*) Dpart. d Ing. Industrale, Unverstà d Parma,
More informationEvaluating the Effects of FUNDEF on Wages and Test Scores in Brazil *
Evaluatng the Effects of FUNDEF on Wages and Test Scores n Brazl * Naérco Menezes-Flho Elane Pazello Unversty of São Paulo Abstract In ths paper we nvestgate the effects of the 1998 reform n the fundng
More informationA Design Method of High-availability and Low-optical-loss Optical Aggregation Network Architecture
A Desgn Method of Hgh-avalablty and Low-optcal-loss Optcal Aggregaton Network Archtecture Takehro Sato, Kuntaka Ashzawa, Kazumasa Tokuhash, Dasuke Ish, Satoru Okamoto and Naoak Yamanaka Dept. of Informaton
More informationAPPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING
Journal Journal of Chemcal of Chemcal Technology and and Metallurgy, 50, 6, 50, 2015, 6, 2015 638-643 APPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING Abdrakhman
More informationJet Engine. Figure 1 Jet engine
Jet Engne Prof. Dr. Mustafa Cavcar Anadolu Unversty, School of Cvl Avaton Esksehr, urkey GROSS HRUS INAKE MOMENUM DRAG NE HRUS Fgure 1 Jet engne he thrust for a turboet engne can be derved from Newton
More informationPerformance Management and Evaluation Research to University Students
631 A publcaton of CHEMICAL ENGINEERING TRANSACTIONS VOL. 46, 2015 Guest Edtors: Peyu Ren, Yancang L, Hupng Song Copyrght 2015, AIDIC Servz S.r.l., ISBN 978-88-95608-37-2; ISSN 2283-9216 The Italan Assocaton
More informationAnalysis of Demand for Broadcastingng servces
Analyss of Subscrpton Demand for Pay-TV Manabu Shshkura * Norhro Kasuga ** Ako Tor *** Abstract In ths paper, we wll conduct an analyss from an emprcal perspectve concernng broadcastng demand behavor and
More informationResearch Article A Time Scheduling Model of Logistics Service Supply Chain with Mass Customized Logistics Service
Hndaw Publshng Corporaton Dscrete Dynamcs n Nature and Socety Volume 01, Artcle ID 48978, 18 pages do:10.1155/01/48978 Research Artcle A Tme Schedulng Model of Logstcs Servce Supply Chan wth Mass Customzed
More informationStress test for measuring insurance risks in non-life insurance
PROMEMORIA Datum June 01 Fnansnspektonen Författare Bengt von Bahr, Younes Elonq and Erk Elvers Stress test for measurng nsurance rsks n non-lfe nsurance Summary Ths memo descrbes stress testng of nsurance
More information2. RELATED WORKS AND PROBLEM STATEMENT
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 30, 1245-1260 (2014) Short Paper Traffc Congeston Evaluaton and Sgnal Tmng Optmzaton Based on Wreless Sensor Networks: Issues, Approaches and Smulaton * School
More informationFuzzy Set Approach To Asymmetrical Load Balancing In Distribution Networks
Fuzzy Set Approach To Asymmetrcal Load Balancng n Dstrbuton Networks Goran Majstrovc Energy nsttute Hrvoje Por Zagreb, Croata goran.majstrovc@ehp.hr Slavko Krajcar Faculty of electrcal engneerng and computng
More informationIntra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error
Intra-year Cash Flow Patterns: A Smple Soluton for an Unnecessary Apprasal Error By C. Donald Wggns (Professor of Accountng and Fnance, the Unversty of North Florda), B. Perry Woodsde (Assocate Professor
More informationHOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA*
HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA* Luísa Farnha** 1. INTRODUCTION The rapd growth n Portuguese households ndebtedness n the past few years ncreased the concerns that debt
More informationA Genetic Algorithm Based Approach for Campus Equipment Management System in Cloud Server
JOURNAL OF ELECTRONIC SCIENCE AND TECHNOLOGY, VOL. 11, NO. 2, JUNE 2013 187 A Genetc Algorthm Based Approach for Campus Equpment Management System n Cloud Server Yu-Cheng Ln Abstract In ths paper, we proposed
More informationbenefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).
REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or
More information