Bluetooth Indoor Localization System

Size: px
Start display at page:

Download "Bluetooth Indoor Localization System"

Transcription

1 Indoor Localzaton System Gunter Fscher 1, Burkhart Detrch 1, and Frank Wnkler 2 1 IHP Innovatons for Hgh Performance Mcroelectroncs Frankfurt (Oder), Germany 2 Humboldt Unversty Berln, Germany IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved

2 Outlne Motvaton Prncples of tme measurement for localzaton System descrpton and components Frst measurement results IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 2

3 Motvaton Indoor localzaton enables locaton-aware servces Gudance n complex facltes usng handheld devces Fndng the locaton of partcular persons and objects Trackng and watchng of actve badges and tags Indoor localzaton system s hard to acheve GPS, DGPS doesn t work wth suffcent relablty Cellular phone systems (GSM) haven t requred accuracy Embeddng n a wdely spread rado system desred Exstng solutons requre changes on moble devce Dedcated hardware for phase measurement, not standard conform System based on RSSI or BER determnaton need calbraton ndoor localzaton system wth ± 1 meter accuracy Allows to localze any devce, no changes on moble Localzaton by tme-of-arrval measurement usng cross correlaton IC IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 3

4 Prncples of Tme Measurement - TOA Measurement of propagaton tme of electromagnetc waves Transmtter (moble) sends sgnal at known tme Measurement of ndvdual tmes of arrval at the base statons Calculaton of three dstances from three propagaton delays + τ 0 + τ τ 2 M IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 4

5 Prncples of Tme Measurement - DTOA Omt knowledge of start tme Introducng addtonal base staton at known poston (one off plane) Stll needs synchronzaton between base statons Calculaton of three dstances from four propagaton delay dfferences + τ 0 + τ τ 2 M + τ 3 3 IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 5

6 Prncples of Tme Measurement - DTDOA Omt base staton synchronzaton: dfferental measurement Master base statons transmts frst sgnal startng counters, moble answers stoppng the counters on the tme measurement statons Calculaton of three dstances from four propagaton delay dfferences Phase 1: + τ offset1 + τ 01 t 0 phase2 + τ M0 1 t phase2 + τ M1 + τ offset3 + τ 03 M 2 + τ offset2 + τ 02 t phase2 + τ M2 3 t phase2 + τ M3 Phase 2: t phase2 = + τ 0M + τ F IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 6

7 Dfferental Tme Dfference of Arrval Phase 1: t 1 = +τ offset + τ 0 Phase 2: t 2 = + τ + τ + τ + τ offset 0 M F M Offset elmnaton: t j = Propagaton tme dfferences: t t 2 t1 = τ M + τ F + τ M τ = t Dstance dfferences: τ M τ t M dj = c ( τ j j = t 0 = τ τ τ + τ j τ M + τ M M j 0 ) 0 τ 0 j M j 0 0 j IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 7

8 Multpath Propagaton Reflecton Lne of Sght Transmtter Recever LoS NLoS up to 100 ns IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 8

9 Reducton of Reflected Sgnals Base statons nstalled n upper corners, usage of drected antennas Good LoS condtons for almost all postons No reflectons from adjacent walls and celng Reflected sgnals from opposte walls mght have much smaller power than the LoS sgnal LoS NLoS M IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 9

10 System Overvew Host Servceprovder AccessPont Management Baseband Processor Rado Baseband Processor Rado Postonng Software Mcrocontroller Master - TMS Correlator & RAM Echo Request Mcrocontroller Correlator & RAM Addtonal TMS Echo Response Moble Devce Baseband Processor Rado Moble Baseband Processor Rado Mcrocontroller Correlator & RAM Mcrocontroller Correlator & RAM Addtonal TMS Addtonal TMS IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 10

11 Cross Correlaton IC Multplcaton of the receved sgnal and a reference 4096 bts multpled n one cycle and summed up Ppelne structure (24 cycles) Recursve VHDL descrpton Sum(2) Sum(3) Bt level 2 Sum(1) Bt level 1 Sum(0) Bt level 0 Input bt vector IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 11

12 Correlaton IC Logc desgn n 0.25µm CMOS Cooperaton wth Humboldt Unversty Berln, Germany Clock rate programmable, code length 4096 bts, 3.5 x 6.7 mm 2 IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 12

13 Demodulated Sgnal Sgnal-to-nose rato typcally between 12 to 18 db Sgnal and nose are low pass fltered Cycle-to cycle jtter n the order of several 10 ns IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 13

14 System Smulatons Requred correlaton code length [bt] Expected range SNR [db] 24 MHz 36 MHz 48 MHz 59 MHz Samplng rate 243 MHz IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 14

15 Evaluaton of the Correlaton Peak Tme resoluton better than samplng rate L1 L2 L3 L4 Tme t 4a t 3a t 2a t 1a t peak t 1b t 2b t 3b t 4b IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 15

16 Measurement Setup Recever Staton Moble Transmtter Recever Staton IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 16

17 Measurement Results forward backward wat Recever Staton Moble Transmtter Recever Staton IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 17

18 Summary localzaton system wth ± 1 meter accuracy presented No changes on moble devce requred Only one data packet necessary for localzaton Dfferental tme dfference of arrval scheme used Base statons don t needed to be synchronzed Dedcated cross correlaton IC fabrcated and tested Made n 0.25µm standard CMOS technology Multplcaton of 4096 bts n parallel and summaton wthn 1 clock cycle (ppelne structure), works fne wth 64 MHz clock rate System mplementaton s a challenge In essence lne-of-sght condtons requred Best soluton s a common ntegraton of the correlaton IC wth a mcrocontroller n cooperaton wth chp manufacturer IHP Im Technologepark Frankfurt (Oder) Germany All rghts reserved 18

An RFID Distance Bounding Protocol

An 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 information

Traffic State Estimation in the Traffic Management Center of Berlin

Traffic State Estimation in the Traffic Management Center of Berlin Traffc State Estmaton n the Traffc Management Center of Berln Authors: Peter Vortsch, PTV AG, Stumpfstrasse, D-763 Karlsruhe, Germany phone ++49/72/965/35, emal peter.vortsch@ptv.de Peter Möhl, PTV AG,

More information

INVESTIGATION OF VEHICULAR USERS FAIRNESS IN CDMA-HDR NETWORKS

INVESTIGATION 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 information

An Introduction to 3G Monte-Carlo simulations within ProMan

An Introduction to 3G Monte-Carlo simulations within ProMan An Introducton to 3G Monte-Carlo smulatons wthn ProMan responsble edtor: Hermann Buddendck AWE Communcatons GmbH Otto-Llenthal-Str. 36 D-71034 Böblngen Phone: +49 70 31 71 49 7-16 Fax: +49 70 31 71 49

More information

APPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT

APPLICATION 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 information

Calculating the high frequency transmission line parameters of power cables

Calculating 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 information

Frequency Selective IQ Phase and IQ Amplitude Imbalance Adjustments for OFDM Direct Conversion Transmitters

Frequency 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 information

Performance Analysis of Time-of-Arrival Mobile Positioning in Wireless Cellular CDMA Networks

Performance Analysis of Time-of-Arrival Mobile Positioning in Wireless Cellular CDMA Networks Performance Analyss of Tme-of-Arrval Moble Postonng n Wreless Cellular CDMA Networks 437 1 X Performance Analyss of Tme-of-Arrval Moble Postonng n Wreless Cellular CDMA Networks M. A.Landols, A. H. Muqabel,

More information

VRT012 User s guide V0.1. Address: Žirmūnų g. 27, Vilnius LT-09105, Phone: (370-5) 2127472, Fax: (370-5) 276 1380, Email: info@teltonika.

VRT012 User s guide V0.1. Address: Žirmūnų g. 27, Vilnius LT-09105, Phone: (370-5) 2127472, Fax: (370-5) 276 1380, Email: info@teltonika. VRT012 User s gude V0.1 Thank you for purchasng our product. We hope ths user-frendly devce wll be helpful n realsng your deas and brngng comfort to your lfe. Please take few mnutes to read ths manual

More information

Comparison of Control Strategies for Shunt Active Power Filter under Different Load Conditions

Comparison 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 information

PAS: A Packet Accounting System to Limit the Effects of DoS & DDoS. Debish Fesehaye & Klara Naherstedt University of Illinois-Urbana Champaign

PAS: A Packet Accounting System to Limit the Effects of DoS & DDoS. Debish Fesehaye & Klara Naherstedt University of Illinois-Urbana Champaign PAS: A Packet Accountng System to Lmt the Effects of DoS & DDoS Debsh Fesehaye & Klara Naherstedt Unversty of Illnos-Urbana Champagn DoS and DDoS DDoS attacks are ncreasng threats to our dgtal world. Exstng

More information

Analysis of Energy Consumption Performance towards Optimal Radioplanning of Wireless Sensor Networks in Heterogeneous Indoor Environments

Analysis of Energy Consumption Performance towards Optimal Radioplanning of Wireless Sensor Networks in Heterogeneous Indoor Environments 852 P. L. ITURRI, L. AZPILICUETA, J. A. NAZABAL, C. FERNÁNDEZ-VALDIVIELSO, J. SORET, F. FALCONE, ANALYSIS OF ENERGY.. Analyss of Energy Consumpton Performance towards Optmal Radoplannng of Wreless Sensor

More information

Properties of Indoor Received Signal Strength for WLAN Location Fingerprinting

Properties of Indoor Received Signal Strength for WLAN Location Fingerprinting Propertes of Indoor Receved Sgnal Strength for WLAN Locaton Fngerprntng Kamol Kaemarungs and Prashant Krshnamurthy Telecommuncatons Program, School of Informaton Scences, Unversty of Pttsburgh E-mal: kakst2,prashk@ptt.edu

More information

Cloud-based WirelessHART networking for Critical Industrial Monitoring and Control

Cloud-based WirelessHART networking for Critical Industrial Monitoring and Control -based WrelessHART networkng for Crtcal Industral Montorng and Control LeonardoAscort 1,StefanoSavazz 2,StefanoGalmbert 1 1 Pepperl-Fuchs,Sulbate(MI),Italy 2 NatonalResearchCounclofItalyCNR-IEIIT,MlanoItaly

More information

Analysis of Energy-Conserving Access Protocols for Wireless Identification Networks

Analysis 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 information

On-Line Fault Detection in Wind Turbine Transmission System using Adaptive Filter and Robust Statistical Features

On-Line Fault Detection in Wind Turbine Transmission System using Adaptive Filter and Robust Statistical Features On-Lne Fault Detecton n Wnd Turbne Transmsson System usng Adaptve Flter and Robust Statstcal Features Ruoyu L Remote Dagnostcs Center SKF USA Inc. 3443 N. Sam Houston Pkwy., Houston TX 77086 Emal: ruoyu.l@skf.com

More information

Quantization Effects in Digital Filters

Quantization Effects in Digital Filters Quantzaton Effects n Dgtal Flters Dstrbuton of Truncaton Errors In two's complement representaton an exact number would have nfntely many bts (n general). When we lmt the number of bts to some fnte value

More information

OPT Online Person Tracking System for Context-awareness in Wireless Personal Network

OPT Online Person Tracking System for Context-awareness in Wireless Personal Network OPT Onlne Person Trackng System for Context-awareness n Wreless Personal Network Xuel An R. Venkatesha Prasad Jng Wang I.G.M.M. Nemegeers EEMCS, Delft Unversty of Technology, The Netherlands {x.an, j.wang3,vprasad,gnas.n}@ew.tudelft.nl

More information

Correlated Noise Modeling - An Implementation into HICUM

Correlated Noise Modeling - An Implementation into HICUM Correlated ose Modelng - An Implementaton nto HICUM A. Chakravorty, M. chroter, P. akalas, J. Herrcht Char for Electron Devces and Integrated Crcuts (CEDIC) Unversty of Technology Dresden Germany Dept.

More information

A Design Method of High-availability and Low-optical-loss Optical Aggregation Network Architecture

A 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 information

Location-aware tour guide systems in museums

Location-aware tour guide systems in museums Scentfc Research and Essays Vol. 5(8), pp. 714-720, 18 Aprl, 2010 Avalable onlne at http://www.academcjournals.org/sre ISSN 1992-2248 2010 Academc Journals Revew Paper Locaton-aware tour gude systems n

More information

VOLUME 5 BLAGOEVGRAD, BULGARIA SCIENTIFIC. Research ELECTRONIC ISSUE ISSN 1312-7535

VOLUME 5 BLAGOEVGRAD, BULGARIA SCIENTIFIC. Research ELECTRONIC ISSUE ISSN 1312-7535 VOLUME 5 007 BLAGOEVGRAD, BULGARIA SCIENTIFIC Research ISSN 131-7535 ELECTRONIC ISSUE IMPROVING FAIRNESS IN CDMA-HDR NETWORKS Valentn Hrstov Abstract. Improvng throughput and farness n Cellular Data Networks

More information

Optical Signal-to-Noise Ratio and the Q-Factor in Fiber-Optic Communication Systems

Optical Signal-to-Noise Ratio and the Q-Factor in Fiber-Optic Communication Systems Applcaton ote: FA-9.0. Re.; 04/08 Optcal Sgnal-to-ose Rato and the Q-Factor n Fber-Optc Communcaton Systems Functonal Dagrams Pn Confguratons appear at end of data sheet. Functonal Dagrams contnued at

More information

An Alternative Way to Measure Private Equity Performance

An 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 information

What is Candidate Sampling

What 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 information

A Revised Received Signal Strength Based Localization for Healthcare

A Revised Received Signal Strength Based Localization for Healthcare , pp.273-282 http://dx.do.org/10.14257/mue.2015.10.10.27 A Revsed Receved Sgnal Strength Based Localzaton for Healthcare Wenhuan Ch 1, Yuan Tan 2, Mznah Al-Rodhaan 2, Abdullah Al-Dhelaan 2 and Yuanfeng

More information

Support Vector Machines

Support Vector Machines Support Vector Machnes Max Wellng Department of Computer Scence Unversty of Toronto 10 Kng s College Road Toronto, M5S 3G5 Canada wellng@cs.toronto.edu Abstract Ths s a note to explan support vector machnes.

More information

"Research Note" APPLICATION OF CHARGE SIMULATION METHOD TO ELECTRIC FIELD CALCULATION IN THE POWER CABLES *

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 information

Implementation of Deutsch's Algorithm Using Mathcad

Implementation of Deutsch's Algorithm Using Mathcad Implementaton of Deutsch's Algorthm Usng Mathcad Frank Roux The followng s a Mathcad mplementaton of Davd Deutsch's quantum computer prototype as presented on pages - n "Machnes, Logc and Quantum Physcs"

More information

M3S MULTIMEDIA MOBILITY MANAGEMENT AND LOAD BALANCING IN WIRELESS BROADCAST NETWORKS

M3S MULTIMEDIA MOBILITY MANAGEMENT AND LOAD BALANCING IN WIRELESS BROADCAST NETWORKS M3S MULTIMEDIA MOBILITY MANAGEMENT AND LOAD BALANCING IN WIRELESS BROADCAST NETWORKS Bogdan Cubotaru, Gabrel-Mro Muntean Performance Engneerng Laboratory, RINCE School of Electronc Engneerng Dubln Cty

More information

Efficient On-Demand Data Service Delivery to High-Speed Trains in Cellular/Infostation Integrated Networks

Efficient On-Demand Data Service Delivery to High-Speed Trains in Cellular/Infostation Integrated Networks IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL. XX, NO. XX, MONTH 2XX 1 Effcent On-Demand Data Servce Delvery to Hgh-Speed Trans n Cellular/Infostaton Integrated Networks Hao Lang, Student Member,

More information

Rapid Estimation Method for Data Capacity and Spectrum Efficiency in Cellular Networks

Rapid Estimation Method for Data Capacity and Spectrum Efficiency in Cellular Networks Rapd Estmaton ethod for Data Capacty and Spectrum Effcency n Cellular Networs C.F. Ball, E. Humburg, K. Ivanov, R. üllner Semens AG, Communcatons oble Networs unch, Germany carsten.ball@semens.com Abstract

More information

Performance Analysis and Comparison of QoS Provisioning Mechanisms for CBR Traffic in Noisy IEEE 802.11e WLANs Environments

Performance Analysis and Comparison of QoS Provisioning Mechanisms for CBR Traffic in Noisy IEEE 802.11e WLANs Environments Tamkang Journal of Scence and Engneerng, Vol. 12, No. 2, pp. 143149 (2008) 143 Performance Analyss and Comparson of QoS Provsonng Mechansms for CBR Traffc n Nosy IEEE 802.11e WLANs Envronments Der-Junn

More information

Blind Estimation of Transmit Power in Wireless Networks

Blind Estimation of Transmit Power in Wireless Networks Bln Estmaton of Transmt Power n Wreless Networks Murtaza Zafer (IBM Research), Bongjun Ko (IBM Research), Chatschk Bskan (IBM Research) an Ivan Ho (Imperal College, UK) Transmt-power Estmaton: Problem

More information

Applied Research Laboratory. Decision Theory and Receiver Design

Applied Research Laboratory. Decision Theory and Receiver Design Decson Theor and Recever Desgn Sgnal Detecton and Performance Estmaton Sgnal Processor Decde Sgnal s resent or Sgnal s not resent Nose Nose Sgnal? Problem: How should receved sgnals be rocessed n order

More information

How To Understand The Results Of The German Meris Cloud And Water Vapour Product

How 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 information

HALL EFFECT SENSORS AND COMMUTATION

HALL EFFECT SENSORS AND COMMUTATION OEM770 5 Hall Effect ensors H P T E R 5 Hall Effect ensors The OEM770 works wth three-phase brushless motors equpped wth Hall effect sensors or equvalent feedback sgnals. In ths chapter we wll explan how

More information

Secure Walking GPS: A Secure Localization and Key Distribution Scheme for Wireless Sensor Networks

Secure Walking GPS: A Secure Localization and Key Distribution Scheme for Wireless Sensor Networks Secure Walkng GPS: A Secure Localzaton and Key Dstrbuton Scheme for Wreless Sensor Networks Q M, John A. Stankovc, Radu Stoleru 2 Department of Computer Scence, Unversty of Vrgna, USA 2 Department of Computer

More information

Availability Benefit of Future Dual Frequency GPS Avionics under Strong Ionospheric Scintillation

Availability 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 information

-167- Captain Enright is DSC Program Project Manager, Defense Communications Agency, Washington, D.C.

-167- Captain Enright is DSC Program Project Manager, Defense Communications Agency, Washington, D.C. C:.. DSCS PTT TRANSFER by Capt R.E. Enrght Captan Enrght s DSC Program Project Manager, Defense Communcatons Agency, Washngton, D.C. Ths wll be a dscusson on the background and the future of the Defense

More information

Performance Analysis of Energy Consumption of Smartphone Running Mobile Hotspot Application

Performance 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 information

DECOMPOSITION OF MEASURED GROUND VIBRATIONS INTO BASIC SOIL WAVES

DECOMPOSITION OF MEASURED GROUND VIBRATIONS INTO BASIC SOIL WAVES DECOMPOSITION OF MEASURED GROUND VIBRATIONS INTO BASIC SOIL WAVES D. Macjausas Department of Scence & Technology, Unversty of Luembourg, Luembourg S. Van Baars Department of Scence & Technology, Unversty

More information

Comparative Analysis of FBMC and OFDM Multicarrier Techniques for Wireless Communication Networks

Comparative Analysis of FBMC and OFDM Multicarrier Techniques for Wireless Communication Networks Comparatve Analyss of FBMC and OFDM Multcarrer Technques for Wreless Communcaton Networks Bdyalaxm Dev Tensubam ost Graduate cholar Nongmathem Lallema Chanu ost Graduate cholar onka ngh, h.d Assocate rofessor

More information

Abstract. 1. Introduction. 2. Measurement Methods

Abstract. 1. Introduction. 2. Measurement Methods Wdeband ped Delay Lne Channel Model at 3.5GHz for Broadband Fxed Wreless Access system as functon of Subscrber Antenna heght n Suburban Envronment Cha Leong Hong, Ian J. Wassell, Georga E. Athanasadou,

More information

VIP X1600 M4S Encoder module. Installation and Operating Manual

VIP X1600 M4S Encoder module. Installation and Operating Manual VIP X1600 M4S Encoder module en Installaton and Operatng Manual VIP X1600 XFM4 VIP X1600 Table of Contents en 3 Table of Contents 1 Preface 7 1.1 About ths Manual 7 1.2 Conventons n ths Manual 7 1.3 Intended

More information

Risk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008

Risk-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 information

NOTE: The Flatpak version has the same pinouts (Connection Diagram) as the Dual In-Line Package. *MR for LS160A and LS161A *SR for LS162A and LS163A

NOTE: The Flatpak version has the same pinouts (Connection Diagram) as the Dual In-Line Package. *MR for LS160A and LS161A *SR for LS162A and LS163A BCD DECADE COUNTERS/ 4-BIT BINARY COUNTERS The LS160A/ 161A/ 162A/ 163A are hgh-speed 4-bt synchronous counters. They are edge-trggered, synchronously presettable, and cascadable MSI buldng blocks for

More information

Vision Mouse. Saurabh Sarkar a* University of Cincinnati, Cincinnati, USA ABSTRACT 1. INTRODUCTION

Vision Mouse. Saurabh Sarkar a* University of Cincinnati, Cincinnati, USA ABSTRACT 1. INTRODUCTION Vson Mouse Saurabh Sarkar a* a Unversty of Cncnnat, Cncnnat, USA ABSTRACT The report dscusses a vson based approach towards trackng of eyes and fngers. The report descrbes the process of locatng the possble

More information

Realistic Image Synthesis

Realistic Image Synthesis Realstc Image Synthess - Combned Samplng and Path Tracng - Phlpp Slusallek Karol Myszkowsk Vncent Pegoraro Overvew: Today Combned Samplng (Multple Importance Samplng) Renderng and Measurng Equaton Random

More information

Laser Distancer LD 420. Operating instructions

Laser Distancer LD 420. Operating instructions Laser Dstancer LD 40 en Operatng nstructons Table of Contents Instrument Set-up - - - - - - - - - - - - - - - - - - - - - - - Introducton- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Overvew

More information

GR-303 Solution For Access Gateways

GR-303 Solution For Access Gateways GR-303 Soluton for Access Gateways GR-303 Soluton For Access Gateways Verson 1.0 October 2003 Page 1 of 18 GR-303 Soluton for Access Gateways COPYRIGHT Ths materal s the propretary property of and confdental

More information

VoIP Playout Buffer Adjustment using Adaptive Estimation of Network Delays

VoIP 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 information

A GENERIC HANDOVER DECISION MANAGEMENT FRAMEWORK FOR NEXT GENERATION NETWORKS

A GENERIC HANDOVER DECISION MANAGEMENT FRAMEWORK FOR NEXT GENERATION NETWORKS A GENERIC HANDOVER DECISION MANAGEMENT FRAMEWORK FOR NEXT GENERATION NETWORKS Shanthy Menezes 1 and S. Venkatesan 2 1 Department of Computer Scence, Unversty of Texas at Dallas, Rchardson, TX, USA 1 shanthy.menezes@student.utdallas.edu

More information

Autonomous Navigation and Map building Using Laser Range Sensors in Outdoor Applications

Autonomous Navigation and Map building Using Laser Range Sensors in Outdoor Applications Autonomous Navgaton and Map buldng Usng aser Range Sensors n Outdoor Applcatons Jose Guvant, Eduardo Nebot and Stephan Baker Australan Centre for Feld Robotcs Department of Mechancal and Mechatronc Engneerng

More information

A 2 -MAC: An Adaptive, Anycast MAC Protocol for Wireless Sensor Networks

A 2 -MAC: An Adaptive, Anycast MAC Protocol for Wireless Sensor Networks : An Adaptve, Anycast MAC Protocol for Wreless Sensor Networks Hwee-Xan Tan and Mun Choon Chan Department of Computer Scence, School of Computng, Natonal Unversty of Sngapore {hweexan, chanmc}@comp.nus.edu.sg

More information

An Analysis of Dynamic Severity and Population Size

An Analysis of Dynamic Severity and Population Size An Analyss of Dynamc Severty and Populaton Sze Karsten Wecker Unversty of Stuttgart, Insttute of Computer Scence, Bretwesenstr. 2 22, 7565 Stuttgart, Germany, emal: Karsten.Wecker@nformatk.un-stuttgart.de

More information

Mayor City of Lincoln. Director of Public Works City of Lincoln. Transit Manager StarTran. Maintenance Superintendent. Operations Superintendent

Mayor City of Lincoln. Director of Public Works City of Lincoln. Transit Manager StarTran. Maintenance Superintendent. Operations Superintendent Mayor Cty of Lncoln StarTran Advsory Board Drector of Publc Works Cty of Lncoln Transt Manager StarTran Offce Manager Admnstratve Support Operatons Superntendent Accountng Mantenance Superntendent Plannng

More information

Automated information technology for ionosphere monitoring of low-orbit navigation satellite signals

Automated 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 information

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE Yu-L Huang Industral Engneerng Department New Mexco State Unversty Las Cruces, New Mexco 88003, U.S.A. Abstract Patent

More information

ivoip: an Intelligent Bandwidth Management Scheme for VoIP in WLANs

ivoip: an Intelligent Bandwidth Management Scheme for VoIP in WLANs VoIP: an Intellgent Bandwdth Management Scheme for VoIP n WLANs Zhenhu Yuan and Gabrel-Mro Muntean Abstract Voce over Internet Protocol (VoIP) has been wdely used by many moble consumer devces n IEEE 802.11

More information

NON-LINEAR MULTIMODAL OBJECT TRACKING BASED ON 2D LIDAR DATA

NON-LINEAR MULTIMODAL OBJECT TRACKING BASED ON 2D LIDAR DATA Metrol. Meas. Syst. Vol. XVI (009), No 3, pp. 359-369 METROLOGY AND MEASUREMENT SYSTEMS Index 330930, ISSN 0860-89 www.metrology.pg.gda.pl NON-LINEAR MULTIMODAL OBJECT TRACKING BASED ON D LIDAR DATA Mchael

More information

Nordea G10 Alpha Carry Index

Nordea G10 Alpha Carry Index Nordea G10 Alpha Carry Index Index Rules v1.1 Verson as of 10/10/2013 1 (6) Page 1 Index Descrpton The G10 Alpha Carry Index, the Index, follows the development of a rule based strategy whch nvests and

More information

Antenna and Propagation Parameters Modeling Live Networks

Antenna and Propagation Parameters Modeling Live Networks Antenna and Propagaton Parameters Modelng Lve Networks Arne Smonsson, Martn Johansson and Magnus Lundevall Ercsson Research, Sweden [arne.smonsson, martn.n.johansson, magnus.lundevall]@ercsson.com Abstract

More information

VideoJet X20 Network Video Server. Installation and Operating Manual

VideoJet X20 Network Video Server. Installation and Operating Manual VdeoJet X20 Network Vdeo Server en Installaton and Operatng Manual VdeoJet X20 VdeoJet X20 Table of Contents en 3 Table of Contents 1 Preface 7 1.1 About ths Manual 7 1.2 Conventons n ths Manual 7 1.3

More information

Lecture 2: Single Layer Perceptrons Kevin Swingler

Lecture 2: Single Layer Perceptrons Kevin Swingler Lecture 2: Sngle Layer Perceptrons Kevn Sngler kms@cs.str.ac.uk Recap: McCulloch-Ptts Neuron Ths vastly smplfed model of real neurons s also knon as a Threshold Logc Unt: W 2 A Y 3 n W n. A set of synapses

More information

A Genetic Algorithm Based Approach for Campus Equipment Management System in Cloud Server

A 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 information

Performance modeling and analysis of mobile Internet access via cellular networks

Performance modeling and analysis of mobile Internet access via cellular networks Performance modelng and analyss of moble Internet access va cellular networks Master s thess Author: Taoyng Yuan Emal: tyuan@few.vu.nl Student ID: #1430610 Unversty: Supervsors: Vrje Unverstet Amsterdam

More information

Adaptive Sampling for Energy Conservation in Wireless Sensor Networks for Snow Monitoring Applications

Adaptive Sampling for Energy Conservation in Wireless Sensor Networks for Snow Monitoring Applications Adaptve Samplng for Energy Conservaton n Wreless Sensor Networks for Snow Montorng Applcatons Cesare Alpp *, Guseppe Anastas, Crstan Galpert *, Francesca Mancn, Manuel Rover * * Dp. d Elettronca e Informazone

More information

MONITORING METHODOLOGY TO ASSESS THE PERFORMANCE OF GSM NETWORKS

MONITORING METHODOLOGY TO ASSESS THE PERFORMANCE OF GSM NETWORKS Electronc Communcatons Commttee (ECC) wthn the European Conference of Postal and Telecommuncatons Admnstratons (CEPT) MONITORING METHODOLOGY TO ASSESS THE PERFORMANCE OF GSM NETWORKS Athens, February 2008

More information

Data security in Intelligent Transport Systems

Data security in Intelligent Transport Systems Data securty n Intellgent Transport Systems Tomas ZELINKA Czech Techncal Unversty n rague, FTS 110 00 raha 1, Czech Republc Mroslav SVITEK Czech Techncal Unversty n rague, FTS 110 00 raha 1, Czech Republc

More information

Agile Traffic Merging for Data Center Networks. Qing Yi and Suresh Singh Portland State University, Oregon June 10 th, 2014

Agile Traffic Merging for Data Center Networks. Qing Yi and Suresh Singh Portland State University, Oregon June 10 th, 2014 Agle Traffc Mergng for Data Center Networks Qng Y and Suresh Sngh Portland State Unversty, Oregon June 10 th, 2014 Agenda Background and motvaton Power optmzaton model Smulated greedy algorthm Traffc mergng

More information

Oxygen Saturation Measurement and Optimal Accuracy in Nair

Oxygen Saturation Measurement and Optimal Accuracy in Nair The Applcaton of Threshold De-nosng n Moble Oxygen Saturaton Montorng Software Tang Nng and Xu Zhenzhen School of Computer Scence and Technology, Donghua Unversty, Shangha, Chna 201620 tnwysyd@126.com

More information

Screening Tools Chart As of November 2011

Screening Tools Chart As of November 2011 Screenng Chart As of November 2011 Ths tools chart reflects the results of the fourth annual revew of screenng tools by the Center s Techncal Revew Commttee (TRC). The Center defnes screenng as follows:

More information

Retrevised spectral reflectVtes From Extracted GOME Instrument Data to N&A

Retrevised spectral reflectVtes From Extracted GOME Instrument Data to N&A Retrevng spectral reflectvtes from Extracted GOME Instrument header data A.J.M. Pters (1), R.J. van der A (1), J.H.G.M van Geffen (1), R.F. van Oss (1), P.J.M. Valks (1) (1) Royal Netherlands Meteorologcal

More information

An interactive system for structure-based ASCII art creation

An interactive system for structure-based ASCII art creation An nteractve system for structure-based ASCII art creaton Katsunor Myake Henry Johan Tomoyuk Nshta The Unversty of Tokyo Nanyang Technologcal Unversty Abstract Non-Photorealstc Renderng (NPR), whose am

More information

How To Improve Power Supply

How To Improve Power Supply PSERC Integraton of Asset and Outage Management Tasks for Dstrbuton Applcaton Fnal Proect Report Power Systems Engneerng Research Center Empowerng Mnds to Engneer the Future Electrc Energy System Snce

More information

Vembu StoreGrid Windows Client Installation Guide

Vembu StoreGrid Windows Client Installation Guide Ser v cepr ov dered t on Cl enti nst al l at ongu de W ndows Vembu StoreGrd Wndows Clent Installaton Gude Download the Wndows nstaller, VembuStoreGrd_4_2_0_SP_Clent_Only.exe To nstall StoreGrd clent on

More information

ADAPTIVE WIENER-TURBO SYSTEM AND ADAPTIVE WIENER-TURBO SYSTEMS WITH JPEG & BIT PLANE COMPRESSIONS

ADAPTIVE WIENER-TURBO SYSTEM AND ADAPTIVE WIENER-TURBO SYSTEMS WITH JPEG & BIT PLANE COMPRESSIONS ISTANBUL UNIVERSITY JOURNAL OF ELECTRICAL & ELECTRONICS ENGINEERING YEAR VOLUME NUMBER : 2007 : 7 : 1 (257-276) ADAPTIVE WIENER-TURBO SYSTEM AND ADAPTIVE WIENER-TURBO SYSTEMS WITH JPEG & BIT PLANE COMPRESSIONS

More information

Linear Circuits Analysis. Superposition, Thevenin /Norton Equivalent circuits

Linear Circuits Analysis. Superposition, Thevenin /Norton Equivalent circuits Lnear Crcuts Analyss. Superposton, Theenn /Norton Equalent crcuts So far we hae explored tmendependent (resste) elements that are also lnear. A tmendependent elements s one for whch we can plot an / cure.

More information

Chapter 3: Dual-bandwidth Data Path and BOCP Design

Chapter 3: Dual-bandwidth Data Path and BOCP Design Chater 3: Dual-bandwdth Data Path and BOCP Desgn 3. Introducton The focus of ths thess s on the 4G wreless moble Internet networks to rovde data servces wthn the overlang areas of CDA2000-WLA networks.

More information

CHOLESTEROL REFERENCE METHOD LABORATORY NETWORK. Sample Stability Protocol

CHOLESTEROL 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 information

Modeling and Analysis of 2D Service Differentiation on e-commerce Servers

Modeling and Analysis of 2D Service Differentiation on e-commerce Servers Modelng and Analyss of D Servce Dfferentaton on e-commerce Servers Xaobo Zhou, Unversty of Colorado, Colorado Sprng, CO zbo@cs.uccs.edu Janbn We and Cheng-Zhong Xu Wayne State Unversty, Detrot, Mchgan

More information

1. Math 210 Finite Mathematics

1. Math 210 Finite Mathematics 1. ath 210 Fnte athematcs Chapter 5.2 and 5.3 Annutes ortgages Amortzaton Professor Rchard Blecksmth Dept. of athematcal Scences Northern Illnos Unversty ath 210 Webste: http://math.nu.edu/courses/math210

More information

Architecture and Performance Testing of a Software GPS Receiver for Space-based Applications 1,2

Architecture 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 information

Distributed Multi-Target Tracking In A Self-Configuring Camera Network

Distributed 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 information

Easy Fit SmartPhone alarm system (HSA6092) V3 onward

Easy Fit SmartPhone alarm system (HSA6092) V3 onward Easy Ft SmartPhone alarm system (HSA6092) V3 onward Installaton Programmng Operatng Keep ths manual safe for reference and future mantenance Introducton Contents Thank you for choosng the Wreless Alarm

More information

Help is a tou ch of a button away. Telecare - keeping you safe and independent in your own home. i Personal emergency equipment

Help is a tou ch of a button away. Telecare - keeping you safe and independent in your own home. i Personal emergency equipment Help s a tou ch of a button away Telecare - keepng you safe and ndependent n your own home Personal emergency equpment 24/7 moble response - ncludng a dgnty savng lftng servce Professonal support Welcome

More information

A real-time device-free localization system using correlated RSS measurements

A real-time device-free localization system using correlated RSS measurements Yang et al. EURASIP Journal on Wreless Communcatons and Networkng 2013, 2013:186 RESEARCH Open Access A real-tme devce-free localzaton system usng correlated RSS measurements Zhyong Yang, Kade Huang, Xueme

More information

Multi-Robot Tracking of a Moving Object Using Directional Sensors

Multi-Robot Tracking of a Moving Object Using Directional Sensors Mult-Robot Trackng of a Movng Object Usng Drectonal Sensors Xaomng Hu, Karl H. Johansson, Manuel Mazo Jr., Alberto Speranzon Dept. of Sgnals, Sensors & Systems Royal Insttute of Technology, SE- 44 Stockholm,

More information

Easy Fit Siren-Based Alarm system (EF-BX)

Easy Fit Siren-Based Alarm system (EF-BX) Easy Ft Sren-Based Alarm system (EF-BX) Installaton Programmng Operatng Keep ths manual safe for reference and future mantenance Introducton Contents Thank you for choosng the Yale Wreless Alarm System.

More information

Brigid Mullany, Ph.D University of North Carolina, Charlotte

Brigid Mullany, Ph.D University of North Carolina, Charlotte Evaluaton And Comparson Of The Dfferent Standards Used To Defne The Postonal Accuracy And Repeatablty Of Numercally Controlled Machnng Center Axes Brgd Mullany, Ph.D Unversty of North Carolna, Charlotte

More information

A Perfect QoS Routing Algorithm for Finding the Best Path for Dynamic Networks

A Perfect QoS Routing Algorithm for Finding the Best Path for Dynamic Networks A Perfect QoS Routng Algorthm for Fndng the Best Path for Dynamc Networks Hazem M. El-Bakry Faculty of Computer Scence & Informaton Systems, Mansoura Unversty, EGYPT helbakry20@yahoo.com Nkos Mastoraks

More information

Assurant Employee Benefits City of Frisco Dental DHMO & Dental PPO

Assurant Employee Benefits City of Frisco Dental DHMO & Dental PPO Assurant Employee Benefts Cty of Frsco Dental DHMO & Dental PPO Dental Health Goes Beyond Your Teeth Bad dental health mpacts overall health and ncreases the rsk for dabetes, heart dsease, and poor brth

More information

1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP)

1. 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 information

Thursday, December 10, 2009 Noon - 1:50 pm Faraday 143

Thursday, December 10, 2009 Noon - 1:50 pm Faraday 143 1. ath 210 Fnte athematcs Chapter 5.2 and 4.3 Annutes ortgages Amortzaton Professor Rchard Blecksmth Dept. of athematcal Scences Northern Illnos Unversty ath 210 Webste: http://math.nu.edu/courses/math210

More information

PRECISE GPS POSITIONING IMPROVEMENTS BY REDUCING ANTENNA AND SITE DEPENDENT EFFECTS

PRECISE 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 information

Cooperative Video Streaming on Smartphones

Cooperative Video Streaming on Smartphones Cooperatve Vdeo Streamng on Smartphones Hülya Seferoğlu Lorenzo Keller Blerm Cc Anh Le Athna Markopoulou Chrstna Fragoul Unversty of Calforna Irvne École Polytechnque Fédérale de Lausanne Supported by

More information

Efficient Bandwidth Management in Broadband Wireless Access Systems Using CAC-based Dynamic Pricing

Efficient Bandwidth Management in Broadband Wireless Access Systems Using CAC-based Dynamic Pricing Effcent Bandwdth Management n Broadband Wreless Access Systems Usng CAC-based Dynamc Prcng Bader Al-Manthar, Ndal Nasser 2, Najah Abu Al 3, Hossam Hassanen Telecommuncatons Research Laboratory School of

More information

Time Domain simulation of PD Propagation in XLPE Cables Considering Frequency Dependent Parameters

Time 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 information

iavenue iavenue i i i iavenue iavenue iavenue

iavenue iavenue i i i iavenue iavenue iavenue Saratoga Systems' enterprse-wde Avenue CRM system s a comprehensve web-enabled software soluton. Ths next generaton system enables you to effectvely manage and enhance your customer relatonshps n both

More information