Duplexing and Scheduling for 5G Systems
|
|
- Samuel Wilkerson
- 6 years ago
- Views:
Transcription
1 1 Duplexing and Scheduling for 5G Systems Ganesh Venkatraman, Praneeth Laddu, Antti Tölli {gvenkatr, pladdu, Centre for Wireless Communications (CWC), Department of Communications Engineering (DCE), University of Oulu, Oulu, FI-90014
2 2 1 Introduction 2 Scheduler Design Challenges & Requirements 3 Scheduling for Bidirectional Training DL-DL Scenario DL-UL Scenario 4 Conclusions
3 3 Introduction Resource allocation in 5G systems - highly complex - assignment over space, frequency and time dimensions - dynamic TDD Scheduling algorithm - determines a subset of users for each scheduling block (SB) Scheduling objective - should be supported by precoder design
4 4 4G Issues and 5G Solutions Shortcomings of 4G Systems Physical layer latency - 1ms (subframe duration) Synchronous TDD - cannot adapt to differential loads in each BS Coordinated multipoint transmission - requires huge backhaul capacity Enhancements for 5G Systems Subframe duration - reduced to 0.1ms DL and UL controls are embedded in each subframe Dynamic TDD - can adapt to instantaneous loads in the network Bidirectional training (BiT) through over-the-air (OTA) to reduce the load on backhaul network
5 5 Challenges for Scheduler Design Number of users - significantly large More spatial degrees of freedom - MU-MIMO transmission QoS requirements (includes latency and reliability) Synchronizing transmissions over multiple BSs (CoMP) Interference from neighboring BSs (or users) - Dynamic TDD Best-Effort - PF scheduling (queues and delays can be considered) Real time requirements ms periodicity
6 6 Scheduler Design Requirements Channel knowledge - UL sounding reference signals UE position in the cell (can be used for uplink scheduling) QoS and delay requirements for UEs Interference from neighboring BSs (or users) - Dynamic TDD Objective of scheduler algorithm and precoder design - should be same Open Issues Minimum scheduling resolution to be supported - 1RB (includes? tones) Maximum scheduling resolution (coherence bandwidth 3MHz?)
7 7 Bidirectional Training Figure: Bidirectional Training Model Beamformer signaling F B F B Data Frame n 1 Frame n + 1 Frame n BiT is performed by OTA transmissions - minimize backhaul signaling Each TDD subframe includes - beamformer training followed by data transmission BiT backward-forward signaling - facilitate fast iterative beamformer exchanges Each BS and user terminal uses orthogonal precoded pilot signals for training
8 Guard Period DL Control Symbol Guard Period UL Control Symbol 8 Scheduling for Bidirectional Training 5G frame structure - includes both DL and UL control in each subframe BiT based precoders are designed over multiple subframes - before actual data transmission Orthogonal precoded pilots - achieved using sub-carriers in control symbols Scheduling for synchronous and dynamic TDD modes are addressed Figure: 5G frame structure (0.1 msec) Uplink or Downlink Data Symbols
9 9 System Model for DL-DL Mode Q 1 Q 2 Q 3 Q 4 Q 5 Q 6 U 4 DL Transmission U 3 DL Transmission U 1 U 5 U 2 Desired signal U 6 Interference signal
10 10 Scheduler Design for DL-DL Mode (Frame - 1) BS 1 DL SCH (U 1) Control for user set U x regarding BS 2 UL SCH (U 7) Control for user set U y regarding
11 11 Scheduler Design for DL-DL Mode (Frame - 2) Precoded pilot signals from BS - 1 from UEs in BS - 1 BS 1 DL SCH (U 1) UL SCH (U 2) Control for user set U x regarding from UEs in BS - 2 Precoded pilot signals from BS - 2 BS 2 UL SCH (U 7) DL SCH (U 8) Control for user set U y regarding
12 12 Scheduler Design for DL-DL Mode (Frame - 3) Precoded pilot signals from BS - 1 from UEs in BS - 1 BS 1 DL SCH (U 1) UL SCH (U 2) UL SCH (U 3) DL SCH (U 4) UL SCH (U 5) Control for user set U x regarding from UEs in BS - 2 Precoded pilot signals from BS - 2 BS 2 UL SCH (U 7) DL SCH (U 8) UL SCH (U 9) UL SCH (U 8) UL SCH (U 7) Control for user set U y regarding
13 13 Scheduler Design for DL-DL Mode Precoded pilot signals from BS - 1 from UEs in BS - 1 BS 1 DL SCH (U 1) UL SCH (U 2) UL SCH (U 3) DL SCH (U 4) UL SCH (U 5) DL SCH (U x) Control for user set U x regarding from UEs in BS - 2 MCS and other control for UEs regarding data transmission DL transmission synchronized across BSs Precoded pilot signals from BS - 2 BS 2 UL SCH (U 7) DL SCH (U 8) UL SCH (U 9) UL SCH (U 8) UL SCH (U 7) DL SCH (U y) Control for user set U y regarding MCS and other control for UEs regarding data transmission
14 14 System Model for DL-UL Mode Q 4 Q 1 Q 2 Q 3 U 4 Q 5 DL Transmission UL Transmission U 3 U 5 Desired signal DL Interference signal UL Interference signal Q 6 U 1 U 2 U 6
15 15 Scheduler Design for DL-UL Mode (Frame - 1) BS 1 DL SCH (U 1) Control for user set U x regarding BS 2 from UEs in BS - 2 UL SCH (U 7) Control for user set U y regarding
16 16 Scheduler Design for DL-UL Mode (Frame - 2) BS 1 Precoded pilot signals from BS - 1 DL SCH (U 1) UL SCH (U 2) Control for user set U x regarding BS 2 from UEs in BS - 2 UL SCH (U 7) DL SCH (U 8) Control for user set U y regarding
17 17 Scheduler Design for DL-UL Mode (Frame - 3) BS 1 Precoded pilot signals from BS - 1 from UEs in BS - 1 DL SCH (U 1) UL SCH (U 2) UL SCH (U 3) Control for user set U x regarding from UEs in BS - 2 Precoded pilot signals from BS - 2 BS 2 UL SCH (U 7) DL SCH (U 8) UL SCH (U 9) Control for user set U y regarding
18 18 Scheduler Design for DL-UL Mode (Frame - 4) BS 1 Precoded pilot signals from BS - 1 from UEs in BS - 1 DL SCH (U 1) UL SCH (U 2) UL SCH (U 3) DL SCH (U 4) UL SCH (U 5) Control for user set U x regarding from UEs in BS - 2 Precoded pilot signals from BS - 2 BS 2 UL SCH (U 7) DL SCH (U 8) UL SCH (U 9) UL SCH (U 8) UL SCH (U 7) Control for user set U y regarding
19 19 Scheduler Design for DL-UL Mode BS 1 Precoded pilot signals from BS - 1 from UEs in BS - 1 DL SCH (U 1) UL SCH (U 2) UL SCH (U 3) DL SCH (U 4) UL SCH (U 5) DL SCH (U x) Control for user set U x regarding MCS and other control for UEs regarding data transmission DL/UL transmission synchronized across BSs from UEs in BS - 2 Precoded pilot signals from BS - 2 BS 2 UL SCH (U 7) DL SCH (U 8) UL SCH (U 9) UL SCH (U 8) UL SCH (U 7) UL SCH (U y) Control for user set U y regarding MCS and other control for UEs regarding data transmission
20 20 Conclusions Scheduler algorithm - precoder design - objective should be same BiT is used for designing precoders to minimize the backhaul load SPS can be used to reduce control overhead after precoder training Allocating orthogonal resources in DL and UL control symbols - challenging task
TDD ratio estimation scheme for WiBro system with flexible TDD frame structure
TDD ratio estimation scheme for WiBro system with flexible TDD frame structure Eu-Suk Shim, Young-Il Kim, and Won Lyu Electronics and Telecommunications Research Institute, 218 Gajeongno, Yuseong-gu, Daejeon,
More informationMarket leader in point-to-multipoint microwave and millimeter wave
Preface: About CBNL Market leader in point-to-multipoint microwave and millimeter wave Licensed band, FDD technology at 10.5GHz, 24.5 40GHz * plus unlicensed, TDD 5+60GHz Edge product > 150,000 units deployed
More informationModeling Asymmetric Slot Allocation for Mobile Multimedia Services in Microcell TDD Employing FDD Uplink as Macrocell
Modeling Asymmetric Slot Allocation for Mobile Multimedia Services in Microcell TDD Employing FDD Uplink as Macrocell Dong-Hoi Kim Department of Electronic and Communication Engineering, College of IT,
More information(12) Patent Application Publication (10) Pub. No.: US 2015/ A1
(19) United States US 2015.0003302A1 (12) Patent Application Publication (10) Pub. No.: US 2015/0003302 A1 Ekpenyong (43) Pub. Date: (54) UPLINK CONTROL SIGNALING FOR JOINT FDD AND TDD CARRIERAGGREGATION
More information3GPP TR V4.1.0 ( )
TR 25.937 V4.1.0 (2001-09) Technical Specification 3 rd Generation Partnership Project (); Technical Specification Group (TSG) RAN; Low chip rate TDD Iub/Iur protocol aspects (Release 4) The present document
More informationHi! Thank you for downloading this e-book, one of a series Radisys has produced in association with The Mobile Network. Sponsors INTRODUCTION is a tec
A TMN ebook A TMN ebook IN ASSOCIATION WITH RADISYS THE EVOLUTION OF A TMN publication in association with Radisys Hi! Thank you for downloading this e-book, one of a series Radisys has produced in association
More informationInformation document to CEPT PT1 on the possible impacts of SDL adoption in the MHz band
Jan. 15th, 2015 Information document to CEPT PT1 on the possible impacts of SDL adoption in the 2570-2620 MHz band To: CEPT ECC PT1 (Chairman Didier Chauveau) CC: Chairman, ETSI MSG TFES (Email: esa.barck@nsn.com);
More informationJitter-aware time-frequency resource allocation and packing algorithm
Jitter-aware time-frequency resource allocation and packing algorithm The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation As
More informationWireless MIMO Switching with MMSE Relaying
Wireless MIMO Switching with MMSE Relaying Fanggang Wang, Soung Chang Liew, Dongning Guo Institute of Network Coding, The Chinese Univ. of Hong Kong, Hong Kong, China State Key Lab of Rail Traffic Control
More informationEPON Protocol over Coax
TDD Cycle Steve Shellhammer (Qualcomm) June 2013 1 Description of TDD Cycle EPON Protocol over Coax The TDD cycle consists of four time segments Downstream (DS) Upstream (US) Two Guard Times (GT) DS GT
More informationSPECIFICATION. Part No. : TG Photo: Product Name : Apex II - Hinged TG.35 Ultra-Wideband 4G LTE Antenna
SPECIFICATION Part No. : TG.35.8113 Product Name : Apex II - Hinged TG.35 Ultra-Wideband 4G LTE Antenna Features : Highest efficiency for worldwide LTE and WiFi LTE / HSPA / GSM / CDMA /DCS /PCS / WCDMA
More informationTDD/FDD LTE convergence WHITE PAPER. v2.0
TDD/FDD LTE convergence WHITE PAPER v2.0 1 TDD/FDD LTE convergence WHITE PAPER Version: 2.0 Deliverable Type Procedural Document Working Document Confidential Level Open to GTI Operator Members Open to
More information5 REASONS TO CHOOSE THE E-LINK 1000EXR OVER COMPETING 70/80 GIGABIT WIRELESS SOLUTIONS
5 REASONS TO CHOOSE THE E-LINK 1000EXR OVER COMPETING 70/80 GIGABIT WIRELESS SOLUTIONS EXECUTIVE SUMMARY 70/80 GHz e-band products are being touted by many global mobile operators as an integral component
More informationCOGnitive radio systems for efficient sharing of TV white spaces in EUropean context
COGnitive radio systems for efficient sharing of TV white spaces in EUropean context INFSO-ICT- 248560 Paulo Marques, ICT SUMMIT 2010 www.ict-cogeu.eu Page 1 COGEU consortium Paulo Marques, ICT SUMMIT
More informationTDD: A New Engine for Mobile Broadband. GTI October, 2015
TDD: A New Engine for Mobile Broadband GTI October, 2015 GTI : Building Global TD-LTE Ecosystem Construct a robust ecosystem of TD-LTE Global TD-LTE Initiative is an operators-driven industry consortium
More informationOpportunistic Sensing with Mic Arrays on Smart Speakers for Distal Interaction and Exercise Tracking
Opportunistic Sensing with Mic Arrays on Smart Speakers for Distal Interaction and Exercise Tracking Anup Agarwal, Mohit Jain, Pratyush Kumar, ShwetakPatel Smart Speakers New class of voice-only devices
More informationParametric Optimization and Analysis of Adaptive Equalization Algorithms for Noisy Speech Signals
IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE) e-issn: 2278-1676, p-issn: 2320 3331, Volume 4, Issue 6 (Mar. -Apr. 2013), PP 69-74 Parametric Optimization and Analysis of Adaptive Equalization
More informationIntroduction to cdma2000 Standards for Spread Spectrum Systems
GPP C.S- Version. Version Date: July 999 Introduction to cdma Standards for Spread Spectrum Systems COPYRIGHT GPP and its Organizational Partners claim copyright in this document and individual Organizational
More informationEPON over Coax. TDD Open Items and Checklist. Steve Shellhammer and Andrea Garavaglia (Qualcomm)
TDD Open Items and Checklist Steve Shellhammer and Andrea Garavaglia (Qualcomm) 1 Abstract This presentation is for program management of the TDD sub-task Force It captures all the items that need to be
More informationSpectral Efficiency of MC-CDMA: Linear and Non-Linear Receivers
Spectral Efficiency of MC-CDMA: Linear and on-linear Receivers Linbo Li Dept. of Electrical Engineering Princeton University Princeton, J 8544 linbo@ee.princeton.edu Antonia M. Tulino Dept. of Electrical
More informationMAC Sleep Mode Control Considering Downlink Traffic Pattern and Mobility
1 MAC Sleep Mode Control Considering Downlink Traffic Pattern and Mobility Neung-Hyung Lee and Saewoong Bahk School of Electrical Engineering & Computer Science, Seoul National University, Seoul Korea
More information[Solanki*, 5(1): January, 2016] ISSN: (I2OR), Publication Impact Factor: 3.785
IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY PERFORMANCE ANALYSIS OF SISO AND MIMO SYSTEM ON IMAGE TRANSMISSION USING DETECTION Mr. K. S. Solanki*, Mr.Umesh Ahirwar Assistant
More informationMCMP:Multichannel Multi Point Voice Communication in NFMI Hearing Aid
MCMP:Multichannel Multi Point Voice Communication in NFMI Hearing Aid Senthilmurugan.S 1, Dept of Computer science and Engineering MVJ College of Engineering Bangalore-560067, India ssenthilm@gmail.com
More informationULTRASOUND IMAGING EE 472 F2018. Prof. Yasser Mostafa Kadah
ULTRASOUND IMAGING EE 472 F2018 Prof. Yasser Mostafa Kadah www.k-space.org Recommended Textbook Diagnostic Ultrasound: Physics and Equipment, 2nd ed., by Peter R. Hoskins (Editor), Kevin Martin (Editor),
More informationSeamless Audio Splicing for ISO/IEC Transport Streams
Seamless Audio Splicing for ISO/IEC 13818 Transport Streams A New Framework for Audio Elementary Stream Tailoring and Modeling Seyfullah Halit Oguz, Ph.D. and Sorin Faibish EMC Corporation Media Solutions
More informationCCi-MOBILE Research Platform for Cochlear Implants and Hearing Aids HANDS-ON WORKSHOP
UT DALLAS Erik Jonsson School of Engineering & Computer Science CCi-MOBILE Research Platform for Cochlear Implants and Hearing Aids HANDS-ON WORKSHOP July 18, 2017 CIAP-2017 John H.L. Hansen, Hussnain
More informationTTY/TDD Minimum Performance Specification
GPP C.S00-B Version.0 May 0 TTY/TDD Minimum Performance Specification 0 GPP GPP and its Organizational Partners claim copyright in this document and individual Organizational Partners may copyright and
More informationApproximate ML Detection Based on MMSE for MIMO Systems
PIERS ONLINE, VOL. 3, NO. 4, 2007 475 Approximate ML Detection Based on MMSE for MIMO Systems Fan Wang 1, Yong Xiong 2, and Xiumei Yang 2 1 The Electromagnetics Academy at Zhejiang University, Zhejiang
More informationAdaptive Mode Control: A Static-Power-Efficient Cache Design
Adaptive Mode Control: A Static-Power-Efficient Cache Design Huiyang Zhou, Mark Toburen, Eric Rotenberg, Tom Conte Center for Embedded Systems Research (CESR) Department of Electrical & Computer Engineering
More informationCopa: Practical Delay-Based Congestion Control
Copa: Practical Delay-Based Congestion Control Venkat Arun and Hari Balakrishnan MIT, CSAIL web.mit.edu/copa The Internet is more challenging than ever (Why are we still talking about congestion control
More informationMIMO-OFDM System with ZF and MMSE Detection Based On Single RF Using Convolutional Code
International Journal of Engineering and Applied Sciences (IJEAS) MIMO-OFDM System with ZF and MMSE Detection Based On Single RF Using Convolutional Code Djoko Santoso, I Gede Puja Astawa, Amang Sudarsono
More informationC H A N N E L S A N D B A N D S A C T I V E N O I S E C O N T R O L 2
C H A N N E L S A N D B A N D S Audibel hearing aids offer between 4 and 16 truly independent channels and bands. Channels are sections of the frequency spectrum that are processed independently by the
More informationEpilepsy is assessed easily with the help of Electroencephalogram (EEG). Due to the non-stationary and non-linear nature
ISS: 0975-766X CODE: IJPTFI Available Online through Research Article www.ijptonline.com ITELLIGET COMPUTIG TECHIQUES FOR EPILEPSY CLASSIFICATIO FROM EEG SIGALS UTILIZED FOR WIRELESS TELEMEDICIE SYSTEMS
More informationImproving the diagnostic power of otoacoustic emissions. Arturo Moleti Physics Department University of Roma Tor Vergata
Improving the diagnostic power of otoacoustic emissions Arturo Moleti Physics Department University of Roma Tor Vergata The human ear Ear canal: resonant cavity Middle ear: impedance adapter and pressure
More informationInterferential Current Therapy. Interferential current is essentially a deeper form of electrical stimulation
IFC Interferential current is essentially a deeper form of electrical stimulation In essence, IFC uses a carrier frequency, usually 4000 Hz and by crossing 2 individual current generators they interfere
More informationPresents: Towards an implantable continuous glucose sensor. by Erik Johannessen. Illustration: Flemming Sveen
Presents: Towards an implantable continuous glucose sensor. by Erik Johannessen Illustration: Flemming Sveen Π = i c RT, i = 1, n 2, 3... n Π = osmotic pressure (Pa) i = Van t Hoff factor c n = molar concentration
More informationCourse Syllabus. Operating Systems, Spring 2016, Meni Adler, Danny Hendler and Amnon Meisels 1 3/14/2016
Course Syllabus. Introduction - History; Views; Concepts; Structure 2. Process Management - Processes; State + Resources; Threads; Unix implementation of Processes 3. Scheduling Paradigms; Unix; Modeling
More informationCoded Code-Division Multiple Access (CDMA) The combination of forward error control (FEC) coding with code-division multiple-access (CDMA).
Coded Code-Division Multiple Access (CDMA) The combination of forward error control (FEC) coding with code-division multiple-access (CDMA). Optimal Processing: Maximum Likehood (ML) decoding applied to
More informationTowards Human-Centered Optimization of Mobile Sign Language Video Communication
Towards Human-Centered Optimization of Mobile Sign Language Video Communication Jessica J. Tran Electrical Engineering DUB Group University of Washington Seattle, WA 98195 USA jjtran@uw.edu Abstract The
More informationSonic Spotlight. Binaural Coordination: Making the Connection
Binaural Coordination: Making the Connection 1 Sonic Spotlight Binaural Coordination: Making the Connection Binaural Coordination is the global term that refers to the management of wireless technology
More informationHybrid SNR-Adaptive Multiuser Detectors for SDMA-OFDM Systems
ETRI Journal, Volume 40, Number 2, April 2018 http://onlinelibrarywileycom/journal/22337326 218 Hybrid SNR-Adaptive Multiuser Detectors for SDMA- Systems Ugur Yesßilyurt and Ozg ur Ertug Multiuser detection
More informationAn improved linear MMSE detection technique for multi-carrier CDMA system: Comparison and combination with interference cancelation schemes
An improved linear MMSE detection technique for multi-carrier CDMA system: Comparison and combination with interference cancelation schemes Jean-Yves Baudais, Jean-Franois Hélard, Jacques Citerne To cite
More information3G TR 25.xxx V0.1.0 ( )
3G TR 25.xxx V0.1.0 (2000-08) Technical Report 3 rd Generation Partnership Project (); Technical Specification Group (TSG) RAN; Node B Synchronisation for TDD (Iub/Iur aspects) Release 2000 3G 2TR 25.xxx
More informationFeatures and Benefits
Features and Benefits DC7 Significant Features HIPAA Compliant Frequency Compound Imaging Standard i-clear Standard i-beam Standard SCI Digital Processing Channels 2048 Dynamic Range > 160 Db 10 Bit A/D
More informationIntroduction to Biomedical Imaging
Alejandro Frangi, PhD Computational Imaging Lab Department of Information & Communication Technology Pompeu Fabra University www.cilab.upf.edu Basic principles. Comparison to X-rays Ultrasound > 20kHz
More informationFoundations of software engineering
Foundations of software engineering Test Driven Development Dr. Julie Greensmith G51 Overview Test Driven Development in Context A recap of XP and Agile development Test First Design What it is and what
More informationLesson 03: Sound Wave Propagation and Reflection. This lesson contains 15 slides plus 14 multiple-choice questions.
Lesson 03: Sound Wave Propagation and Reflection This lesson contains 15 slides plus 14 multiple-choice questions. Accompanying text for the slides in this lesson can be found on pages 8 through 14 in
More informationE-CUBE INNO goes where you go
E-CUBE INNO goes where you go ALPINION MEDICAL SYSTEMS We are Ultrasound Professionals You go where E-CUBE inno goes, ALPINION s E-CUBE inno introduces more innovative technology. The E-CUBE inno is a
More informationACUSON Sequoia Echocardiography Platform Advancing the practice of echocardiography through workflow and innovation
ACUSON Sequoia Echocardiography Platform Advancing the practice of echocardiography through workflow and innovation Acuson, The Value of Vision, Sequoia, MultiHertz, Native, DELTA, KinetDx and AcuNav are
More informationTDD SPECTRUM WHITE PAPER V 3.1
TDD SPECTRUM WHITE PAPER V 3.1 TDD SPECTRUM WHITE PAPER V 3.1 Version: V3.1 Deliverable Type Procedural Document Working Document Confidential Level Open to GTI Operator Members Open to GTI Partners Open
More informationMasker-signal relationships and sound level
Chapter 6: Masking Masking Masking: a process in which the threshold of one sound (signal) is raised by the presentation of another sound (masker). Masking represents the difference in decibels (db) between
More informationFeng Xiujuan National Institute of Metrology (NIM),China
The acoustic calibration service in transportation at NIM Feng Xiujuan National Institute of Metrology (NIM),China 1. Calibration requirements 2. Calibration service at NIM 2.1 Microphone 2.2 Ultrasonic
More informationBetter hearing is right here, right now.
Better hearing is right here, right now. Just as no two people are alike, no two patients hearing losses are the same. Now, with the addition of our full lineup of Wi Series custom styles to complement
More informationIncorporation of Imaging-Based Functional Assessment Procedures into the DICOM Standard Draft version 0.1 7/27/2011
Incorporation of Imaging-Based Functional Assessment Procedures into the DICOM Standard Draft version 0.1 7/27/2011 I. Purpose Drawing from the profile development of the QIBA-fMRI Technical Committee,
More informationA FRÖHLICH EFFECT IN MEMORY FOR AUDITORY PITCH: EFFECTS OF CUEING AND OF REPRESENTATIONAL GRAVITY. Timothy L. Hubbard 1 & Susan E.
In D. Algom, D. Zakay, E. Chajut, S. Shaki, Y. Mama, & V. Shakuf (Eds.). (2011). Fechner Day 2011: Proceedings of the 27 th Annual Meeting of the International Society for Psychophysics (pp. 89-94). Raanana,
More informationFlaw Assessment Using Shear wave Phased array Ultrasonic Transducer
18th World Conference on Nondestructive Testing, 16-20 April 2012, Durban, South Africa Flaw Assessment Using Shear wave Phased array Ultrasonic Transducer Byungsik YOON AUTHOR 1, Hee-Jong LEE CO-AUTHOR
More informationAgent-Based Models. Maksudul Alam, Wei Wang
Agent-Based Models Maksudul Alam, Wei Wang Outline Literature Review about Agent-Based model Modeling disease outbreaks in realistic urban social Networks EpiSimdemics: an Efficient Algorithm for Simulating
More informationPhysical Principles of Ultrasound
Physical Principles of Ultrasound Grateful appreciation to Richard A. Lopchinsky, MD, FACS and Nancy H. Van Name, RDMS, RTR, and MarleneKattaron, RDMS 2000 UIC All Rights Reserved. Course Objectives Identify
More informationLACNIC Annual Meeting Monday, May 25, 2009 Bill Woodcock Research Director Packet Clearing House
Introduction to Peering & Internet Exchange Points LACNIC Annual Meeting Monday, May 25, 2009 Bill Woodcock Research Director Packet Clearing House ISP Lifecycle: Simple Aggregator Single Transit Provider
More informationIntuitive. Intelligent. Innovative. General Imaging
Intuitive. Intelligent. Innovative. General Imaging INTELLIGENT DESIGN ibeam ARCHITECTURE INTUITIVE WORKFLOW SUPPORT 2 Magic inside Aplio i800 is designed to deliver outstanding clinical precision and
More informationEVRC TTY/TDD Extension
GPP C.S00-0- Version.0 Date: April 00 EVRC TTY/TDD Extension COPYRIGHT GPP and its Organizational Partners claim copyright in this document and individual Organizational Partners may copyright and issue
More informationAugmented Cognition: Allocation of Attention
Augmented Cognition: Allocation of Attention Misha Pavel 1, Guoping Wang, Kehai Li Oregon Health and Science University OGI School of Science and Engineering 20000 NW Walker Road Beaverton, OR 97006, USA
More informationCustom instruments. Insio primax User Guide. Hearing Systems
Custom instruments Insio primax User Guide Hearing Systems Content Welcome 4 Your hearing instruments 5 Instrument type 5 Getting to know your hearing instruments 5 Components and names 6 Controls 8 Settings
More informationPARAFAC: a powerful tool in EEG monitoring
Katholieke Universiteit Leuven K.U.Leuven PARAFAC: a powerful tool in EEG monitoring Sabine Van Huffel Dept. Electrical Engineering ESAT-SCD SCD Katholieke Universiteit Leuven, Belgium 1 Contents Overview
More informationChapter 2. Knowledge Representation: Reasoning, Issues, and Acquisition. Teaching Notes
Chapter 2 Knowledge Representation: Reasoning, Issues, and Acquisition Teaching Notes This chapter explains how knowledge is represented in artificial intelligence. The topic may be launched by introducing
More informationEfficient Feature Extraction and Classification Methods in Neural Interfaces
Efficient Feature Extraction and Classification Methods in Neural Interfaces Azita Emami Professor of Electrical Engineering and Medical Engineering Next Generation Therapeutic Devices 2 Where We Started:
More informationConfident and Conclusive Diagnosis with Flexible Solutions
Internal Medicine Confident and Conclusive Diagnosis with Flexible Solutions ALPINION MEDICAL SYSTEMS We are Ultrasound Professionals Ultrasound is widely used as the gold-standard for internal medicine
More informationEcho Canceller with Noise Reduction Provides Comfortable Hands-free Telecommunication in Noisy Environments
Canceller with Reduction Provides Comfortable Hands-free Telecommunication in Noisy Environments Sumitaka Sakauchi, Yoichi Haneda, Manabu Okamoto, Junko Sasaki, and Akitoshi Kataoka Abstract Audio-teleconferencing,
More informationANALYSIS OF MOTION-BASED CODING FOR SIGN LANGUAGE VIDEO COMMUNICATION APPLICATIONS
ANALYSIS OF MOTION-BASED CODING FOR SIGN LANGUAGE VIDEO COMMUNICATION APPLICATIONS Benjaporn Saksiri*, Supavadee Aramvith**, Chai Phongphanphanee* *Information System Engineering Laboratory, Department
More informationNOISE REDUCTION ALGORITHMS FOR BETTER SPEECH UNDERSTANDING IN COCHLEAR IMPLANTATION- A SURVEY
INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND ROBOTICS ISSN 2320-7345 NOISE REDUCTION ALGORITHMS FOR BETTER SPEECH UNDERSTANDING IN COCHLEAR IMPLANTATION- A SURVEY Preethi N.M 1, P.F Khaleelur
More informationOn Channel Estimation in OFDM Systems
1of5 On Channel Estimation in OFDM Systems Jan-Jaap van de Beek Ove Edfors Magnus Sandell Sarah Kate Wilson Per Ola Börjesson Div. of Signal Processing Luleå University of Technology S 971 87 Luleå, Sweden
More information15-17 October 2014, BfS Neuherberg. WHO International Consultation:
15-17 October 2014, BfS Neuherberg WHO International Consultation: Justification of the Use of CT in Medical Imaging for Individual Health Assessment of Asymptomatic People - Individual Health Assessment
More informationHotline: Tel: Fax:
Page 106 of 125 Channel Bandwidth: 10 MHz_MCH_QPSK_1RB#0 Channel Bandwidth: 10 MHz_MCH_QPSK_1RB#24 Page 107 of 125 Channel Bandwidth: 10 MHz_MCH_QPSK_1RB#49 Page 108 of 125 Page 109 of 125 Channel Bandwidth:
More informationBest Practices in PROFIBUS Network Diagnostics
WHITE PAPER Best Practices in PROFIBUS Network Diagnostics EXECUTIVE SUMMARY PROFIBUS is the digital fieldbus technology with the highest distribution worldwide, providing advantages for all types of applications.
More informationAn active unpleasantness control system for indoor noise based on auditory masking
An active unpleasantness control system for indoor noise based on auditory masking Daisuke Ikefuji, Masato Nakayama, Takanabu Nishiura and Yoich Yamashita Graduate School of Information Science and Engineering,
More informationResearch on a Transmit-Receive Method of Ultrasonic Array for Planar Defects
7 th Asia-Pacific Workshop on Structural Health Monitoring November 12-15, 2018 Hong Kong SAR, P.R. China Research on a Transmit-Receive Method of Ultrasonic Array for Planar Defects Zhenggan Zhou 1,2,3
More informationACE Diversity Interchange White Paper
ACE Diversity Interchange White Paper Authored by: The NERC ACE Diversity Interchange Task Force March 2012 3353 Peachtree Road NE Suite 600, North Tower Atlanta, GA 30326 404-446-2560 www.nerc.com Table
More informationSPAIDE: A Real-time Research Platform for the Clarion CII/90K Cochlear Implant
EURASIP Journal on Applied Signal Processing 2005:18, 3060 3068 c 2005 Hindawi Publishing Corporation SPAIDE: A Real-time Research Platform for the Clarion CII/90K Cochlear Implant L. Van Immerseel Medical
More informationResearch Review: Multiple Resource Theory. out in multi-task environments. Specifically, multiple display layout and control design
Research Review: Multiple Resource Theory Relevance to HCI Multiple resource theory is a framework for predicting effects on performance when multiple tasks are concurrently executed. These predictions
More informationTHE ever-increasing demand for mobile communication
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 4, NO. 2, MARCH 2005 341 Transactions Letters Adaptive Minimum Bit-Error Rate Beamforming S. Chen, N. N. Ahmad, and L. Hanzo Abstract An adaptive beamforming
More informationPossibilities for the evaluation of the benefit of binaural algorithms using a binaural audio link
Possibilities for the evaluation of the benefit of binaural algorithms using a binaural audio link Henning Puder Page 1 Content Presentation of a possible realization of a binaural beamformer iscussion
More informationSummary Presentation for TDD MPCP Enhancements (baseline proposal)
Summary Presentation for TDD MPCP Enhancements (baseline proposal) Andrea Garavaglia and Patrick Stupar (Qualcomm) PAGE 1 IEEE 802.3bn Orlando, FL 18-21 March 2013 Introduction During the last IEEE 802.3bn
More informationA Non-homogeneous QBD Approach for the Admission and GoS Control in a Multiservice WCDMA System
A Non-homogeneous QBD Approach for the Admission and GoS Control in a Multiservice WCDMA System Ioannis Koukoutsidis 1, Eitan Altman 1, and Jean Marc Kelif 2 1 INRIA, 2004 Route des Lucioles, BP 93, 06902
More informationCan You See Me Now? Communication Over Cell Phones for Deaf People. Eve Riskin Richard Ladner Computer Engineering University of Washington
Can You See Me Now? Communication Over Cell Phones for Deaf People Eve Riskin Richard Ladner Computer Engineering University of Washington Co-PI Thanks Sheila Hemami (Cornell) Graduate Students Anna Cavender,
More informationTHIS paper considers the channel estimation problem in
IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 53, NO. 1, JANUARY 2005 333 Channel Estimation Under Asynchronous Packet Interference Cristian Budianu, Student Member, IEEE, and Lang Tong, Senior Member,
More informationFPGA-based Design and Evaluation of an Energy-Efficient 10G-EPON
FPGA-based Design and Evaluation of an Energy-Efficient -EPON Dung Pham Van, Luca Valcarenghi, and Piero Castoldi Scuola Superiore Sant Anna, Pisa, Italy Email: d.phamvan@sssup.it Abstract This paper presents
More informationInstrumentation Tube, Seamless & Welded Pipe Catalogue
Hydraulic & Offshore Supplies Instrumentation Tube, Seamless & Welded Pipe Catalogue YOUR GATEWAY TO GLOBAL SUPPLY HOSE ASSEMBLIES PRESSURE TESTING WALFORM EQUIPMENT PACKAGES FLANGES PIPE & TUBE Seamless
More informationApplication of Phased Array Radar Theory to Ultrasonic Linear Array Medical Imaging System
Application of Phased Array Radar Theory to Ultrasonic Linear Array Medical Imaging System R. K. Saha, S. Karmakar, S. Saha, M. Roy, S. Sarkar and S.K. Sen Microelectronics Division, Saha Institute of
More informationInnovation Meets Portability. Indeed. ALPINION MEDICAL SYSTEMS We are Ultrasound Professionals
Innovation Meets Portability. Indeed. ALPINION MEDICAL SYSTEMS We are Ultrasound Professionals E-CUBE i7, the next step in confident diagnosis with excellent image performance. The innovative portable
More informationChallenges in microphone array processing for hearing aids. Volkmar Hamacher Siemens Audiological Engineering Group Erlangen, Germany
Challenges in microphone array processing for hearing aids Volkmar Hamacher Siemens Audiological Engineering Group Erlangen, Germany SIEMENS Audiological Engineering Group R&D Signal Processing and Audiology
More informationBasic Ultrasound Physics Board Review Questions
Basic Ultrasound Physics Board Review Questions Sidney K. Edelman, PhD ESP Ultrasound The Woodlands, TX Question 1 What is the wavelength of 2 MHz sound in soft tissue? 1. 1.54 mm 2. 0.75 mm 3. 0.75 cm
More informationA new era in classroom amplification
A new era in classroom amplification 2 Why soundfield matters For the best possible learning experience children must be able to hear the teacher s voice clearly in class, but unfortunately this is not
More informationA Brain Computer Interface System For Auto Piloting Wheelchair
A Brain Computer Interface System For Auto Piloting Wheelchair Reshmi G, N. Kumaravel & M. Sasikala Centre for Medical Electronics, Dept. of Electronics and Communication Engineering, College of Engineering,
More informationWhite Paper EFFECTIVE AUDIO FOR VIDEO CONFERENCING. January S. Ann Earon, Ph.D. President, Telemanagement Resources International Inc.
White Paper EFFECTIVE AUDIO FOR VIDEO CONFERENCING January 2013 S. Ann Earon, Ph.D. President, Telemanagement Resources International Inc. 2013 ClearOne Inc. All rights reserved. No part of this document
More informationC/S/E/L :2008. On Analytical Rigor A Study of How Professional Intelligence Analysts Assess Rigor. innovations at the intersection of people,
C/S/E/L :2008 innovations at the intersection of people, technology, and work. On Analytical Rigor A Study of How Professional Intelligence Analysts Assess Rigor Daniel J. Zelik The Ohio State University
More informationContents. 2 Statistics Static reference method Sampling reference set Statistics Sampling Types...
Department of Medical Protein Research, VIB, B-9000 Ghent, Belgium Department of Biochemistry, Ghent University, B-9000 Ghent, Belgium http://www.computationalproteomics.com icelogo manual Niklaas Colaert
More informationPatient-Specific Epileptic Seizure Onset Detection Algorithm Based on Spectral Features and IPSONN Classifier
203 International Conference on Communication Systems and Network Technologies Patient-Specific Epileptic Seizure Onset Detection Algorithm Based on Spectral Features and IPSONN Classifier Saadat Nasehi
More informationBenefit of Advanced Directional Microphones for Bilateral Cochlear Implant Users
Benefit of Advanced Directional Microphones for Bilateral Cochlear Implant Users Andreas Büchner 1, Wiebke Heeren 2, Silke Klawitter 1, Thomas Lenarz 1 1 Medical University of Hannover, Department of Otolaryngology,
More informationNeuro-Audio Version 2010
ABR PTA ASSR Multi-ASSR OAE TEOAE DPOAE SOAE ECochG MLR P300 Neuro-Audio Version 2010 one device for all audiological tests Auditory brainstem response (ABR)/Brainstem evoked response audiometry (BERA)
More informationUSER INSTRUCTIONS WIDEX ZEN2GO. C2-PA (RIC) tinnitus devices
USER INSTRUCTIONS WIDEX ZEN2GO C2-PA (RIC) tinnitus devices CONTENTS SYMBOLS........................................ 3 DESCRIPTION.................................... 4 Indications for use.................................
More information