Introduction to Institute for  Infocomm Research  (I 2 R) Transforming Knowledge Into Prosperity I magination  2   R eality
15 November 2002 + = +  Centre for  Signal Processing  (Jun 96 ) Optical Group,  Network Technology  Research Centre  (NTR...
<ul><li>Mission   To be the globally preferred source of innovations in ‘ Interactive Secured Information, Content and Ser...
Research Manpower Profile Total Research Staff = 499* Total Postgraduate Students = 43* Research Manpower = Core + Non Cor...
Some of our Partners
Successful Spinoffs Novel video & music analysis system for automatic production of high-quality MTV  Real World Face Reco...
Research Publications FY03 to FY09* Journals =  939 Conferences = 2660 Total  = 3599 *   As at end December 2009
<ul><li>Karthik Nandakumar, Arun Ross (West Virginia University) and Anil K. Jain (Michigan State University)   </li></ul>...
<ul><li>L. Zhang, Y.C. Liang and Y.Xin “Joint beamforming and power allocation for multiple access channels in cognitive r...
FY03 to FY09* TD  = 688 Filed  = 269 Granted  = 155 Intellectual Property *   As at end December 2009
<ul><li>Singapore Youth Award - 2009, 1999 </li></ul><ul><li>&quot;Nokia Visiting Professor&quot; for 2009 </li></ul><ul><...
Winning International Benchmarks <ul><li>Rich Transcription International Benchmarking 2009 National Institute of Standard...
<ul><li>WLAN </li></ul><ul><li>IEEE 802.11n </li></ul><ul><li>WPAN </li></ul><ul><li>IEEE 802.15.4a </li></ul><ul><li>IEEE...
10 Consortia projects in FP6 (Total EU grant ~100M Euros) EU-funded  6 th  Framework Programme Call# Prop# Acronym Title 1...
EU’s  7 th  Framework Programme Call# Prop# Acronym Title 1 215330 SEACOOP Further developing strategic R&D cooperation wi...
Research Vision Content Users Services Ubiquitous Network Data Privacy & Security Semantic web, Datamining, CRM, Healthcar...
ED DED (R) DED (I) Core Technical Review Panel Core Management Team Signal Processing Human Language Technology Communicat...
Our Research Departments
Communications Systems Department <ul><li>Key Competencies </li></ul><ul><li>Hardware - Software co-design and system engi...
<ul><li>Key Competencies </li></ul><ul><li>Accurate motor imagery detection and classification </li></ul><ul><li>Context-a...
<ul><li>Key Competencies </li></ul><ul><li>Image and Video Retrieval </li></ul><ul><li>Object, Scene and Event Recognition...
<ul><li>Key Competencies </li></ul><ul><li>Cryptography - design and analysis of cryptosystems </li></ul><ul><li>Defending...
<ul><li>Key Competencies </li></ul><ul><li>Data Mining </li></ul><ul><li>Machine Learning </li></ul><ul><li>Text Mining </...
<ul><li>Key Competencies </li></ul><ul><li>Large Vocabulary Continuous Speech Recognition  Applications:  Automatic Transc...
<ul><li>Key Competencies </li></ul><ul><li>Forward error correction coding </li></ul><ul><li>Orthogonal frequency division...
<ul><li>Key Competencies </li></ul><ul><li>Wireless ad hoc, mesh and sensor networking Applications: monitoring and survei...
<ul><li>Key Competencies </li></ul><ul><li>Antenna technology focused on novel design concepts and new applications of ele...
<ul><li>Potential Applications </li></ul><ul><li>Live and on-demand video coding, scalable video archival/retrieval; heter...
Our Research Programmes
Personal 3D Entertainment Systems Programme Director  Susanto Rahardja Assistive ICM for Health Monitoring & Rehabilitatio...
Assistive ICM for Health Monitoring and Rehabilitation  (AIM) Rehab Center BCIRobot BCIFES NSP Healthcare Applications Tec...
<ul><li>Fiber Optic Hydrophones  </li></ul><ul><li>Development of practical distributed feedback fiber laser array for all...
Content Repurposing Content Repurposing Content Understanding & Management Multi-Media Search, Indexing & Retrieval Person...
Personal 3D Entertainment Systems (P3DES) Home Virtual Reality Interactive Sports Game Engine
Power-aware Wireless Sensor Networks for Tracking & Monitoring (PAWSN) Broadband RFID WSN Middleware & Service platforms S...
Servers <ul><li>Outdoor Info Access </li></ul><ul><li>Licensed Band </li></ul><ul><li>Bandwidth Limited  </li></ul><ul><li...
Enhanced SOA Advanced Services Mobile Services Recommendation Analytics (Data & Text Mining) & Semantic Technologies Dynam...
Thank you For additional information, please visit our website www.i2r.a-star.edu.sg Transforming Knowledge Into Prosperit...
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  • To be updated by HR
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  • Chen Xiang: QRS complex detection Heart rate variability QT interval measurement Atrial fibrillation detection
  • Hydrophones Port/waterfront security Oil and gas for seismic monitoring
  • Corporate Overview

    1. 1. Introduction to Institute for Infocomm Research (I 2 R) Transforming Knowledge Into Prosperity I magination 2 R eality
    2. 2. 15 November 2002 + = + Centre for Signal Processing (Jun 96 ) Optical Group, Network Technology Research Centre (NTRC)-Nov 91 + Centre for Wireless Communications (CWC)-Aug 92 R&D Group, Institute of Systems Science (Aug 85 ) + Information Technology Institute (Jun 86) Kent Ridge Digital Labs (Apr 98) Our History (Jan 02) (Jan 02)
    3. 3. <ul><li>Mission To be the globally preferred source of innovations in ‘ Interactive Secured Information, Content and Services Anytime Anywhere’, through research by passionate people dedicated to Singapore's economic success. </li></ul><ul><li>Vision The Infocomm and Media value creator that keeps Singapore ahead. </li></ul><ul><li>Size </li></ul><ul><ul><li>360 Core Research Headcount </li></ul></ul><ul><ul><li>57 Researchers ( Thematic - SERC Funded) </li></ul></ul><ul><ul><li>43 Postgraduate students </li></ul></ul><ul><ul><li>As at December 2009 </li></ul></ul>Vision and Mission
    4. 4. Research Manpower Profile Total Research Staff = 499* Total Postgraduate Students = 43* Research Manpower = Core + Non Core + GAP *As at 31 December 2009
    5. 5. Some of our Partners
    6. 6. Successful Spinoffs Novel video & music analysis system for automatic production of high-quality MTV Real World Face Recognition “ Innovation through breakthrough, award winning technology. ” Acquired 2002 Highly interactive Virtual Reality systems for radiology and surgery planning An efficient, stable and reliable solution helps increase your productivity. CommonTown provides roust and high quality portal solutions, specializing in education, mobile and resource repository portals June 2006 - Smart ID released its latest ISO18000-6C/EPCGen2 UHF Reader Module for OEM embedded applications. Multiple interface options available to be compatible across a range of applications
    7. 7. Research Publications FY03 to FY09* Journals = 939 Conferences = 2660 Total = 3599 * As at end December 2009
    8. 8. <ul><li>Karthik Nandakumar, Arun Ross (West Virginia University) and Anil K. Jain (Michigan State University) </li></ul><ul><li>“ Biometric Fusion: Does Modeling Correlation Really Matter?” </li></ul><ul><li>Best Poster Award, IEEE Third International Conference on Biometrics: Theory, Applications and Systems (BTAS 2009) </li></ul><ul><li>Xiaoli Li and See-Kiong Ng “Mining for Domain Dependency Sets from Protein Interactions” Best Poster Award, 12th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2008) </li></ul><ul><li>Hwee-Pink Tan, Adriana F. Gabor, Winston K.G. Seah, and Pius W.Q. Lee &quot;Performance Analysis of Data Delivery Schemes for a Multi-sink Wireless Sensor Network“ Highly Commended Paper Award, IEEE 22nd International Conference on Advanced Information Networking and Applications (AINA2008) </li></ul>Best Paper & Poster Awards
    9. 9. <ul><li>L. Zhang, Y.C. Liang and Y.Xin “Joint beamforming and power allocation for multiple access channels in cognitive radio networks” Ten most popular articles published in ComSoc, IEEE Xplore (2008) </li></ul><ul><li>Kong Peng Yong, Tham Chen Khong and Ghasem Naddafzadeh Shirazi “A Cooperative Retransmission Scheme for IR-UWB Networks” Best Student Paper Award, IEEE International Conference on Ultra-Wideband (ICUWB2008) </li></ul><ul><li>Dr Chen Zhining “Wideband Reconfigurable Rolled Planar Monopole Antenna” CST University Publication Award 2008 </li></ul><ul><li>Dr. Karthik Nandakumar, Abhishek Nagar and Anil K “Securing Fingerprint Template: Fuzzy Vault with Minutiae Descriptors” Best Scientific Paper Award for the Biometrics track, 19 th International Conference on Pattern Recognition (ICPR 2008) </li></ul>Best Paper & Poster Awards
    10. 10. FY03 to FY09* TD = 688 Filed = 269 Granted = 155 Intellectual Property * As at end December 2009
    11. 11. <ul><li>Singapore Youth Award - 2009, 1999 </li></ul><ul><li>&quot;Nokia Visiting Professor&quot; for 2009 </li></ul><ul><li>IES Prestigious Engineering Achievement Award – 2009, 2008, 2007, 2006, 2005 </li></ul><ul><li>Technology Review (TR35) Award 2008 </li></ul><ul><li>Net-atHome 2007 Award </li></ul><ul><li>National Technology Award - 2007, 2001, 1996 </li></ul><ul><li>Red Hat Certified Engineer of the Year 2007 </li></ul><ul><li>Tan Kah Kee Young Inventors’ Award (Open Category) - 2007, 2006, 2005, 2004, 2003 </li></ul><ul><li>TEC Innovator Award - 2006, 2004, 2003, 2002 </li></ul><ul><li>Microsoft Fellowship Award 2005 </li></ul><ul><li>FEER Asian Innovation Gold Award 2003 </li></ul>Awards
    12. 12. Winning International Benchmarks <ul><li>Rich Transcription International Benchmarking 2009 National Institute of Standards and Technology (NIST) 1 st place among 6 international teams in Speaker Diarization category, </li></ul><ul><li>Document Image Binarization Contest (DIBCO 2009) </li></ul><ul><li>National Center for Scientific Research “Demokritos”, Athens, Greece </li></ul><ul><li>1 st place among 35 international institutions, the algorithm submitted achieved the best detection performance </li></ul><ul><li>Speaker Recognition Evaluation 2008 (SRE `08) </li></ul><ul><li>National Institute of Standards and Technology (NIST) </li></ul><ul><li>1 st place among 46 international institutions </li></ul><ul><li>2007 Speaker Recognition Evaluation National Institute of Standards and Technology (NIST) </li></ul><ul><li>Top 3 positions for 31 categories against 21 participating teams from US, Europe, Asia and Africa including MIT, UC Berkeley, IBM, CNRS etc. </li></ul><ul><li>NTCIR International Benchmark Competition 2007 </li></ul><ul><li>1 st place in 7 criteria and 2 nd place in 1 criterion in retrieving Chinese documents, using both Chinese and English languages queries </li></ul><ul><li>International Workshop on Spoken Language Translation (IWSLT 2007) competition </li></ul><ul><li>1 st place in Chinese to English translation among 15 international teams including CMU, MIT, RWTH and NTT </li></ul><ul><li>Photographic Image Retrieval Task (ImageCLEFPhoto) of ImageCLEF 2007 </li></ul><ul><li>3 rd place among 20 participating research groups from North America, Europe and Asia. </li></ul>
    13. 13. <ul><li>WLAN </li></ul><ul><li>IEEE 802.11n </li></ul><ul><li>WPAN </li></ul><ul><li>IEEE 802.15.4a </li></ul><ul><li>IEEE 802.15.4b </li></ul><ul><li>WiMedia </li></ul><ul><li>WRAN </li></ul><ul><li>IEEE 802.16j </li></ul><ul><li>IEEE 802.22 </li></ul><ul><li>Cellular </li></ul><ul><li>3GPP LTE </li></ul><ul><li>Biometrics </li></ul><ul><li>ISO/IEC JTC1 SC37 29794 biometric quality </li></ul><ul><li>ISO/IEC JTC1 SC17 WG11 match-on-card </li></ul><ul><li>JPEG </li></ul><ul><li>JPEG Part 8 – JPEG2000 security </li></ul><ul><li>JPSearch </li></ul><ul><li>Audio/Video </li></ul><ul><li>H.264 </li></ul><ul><li>H.264 Extension </li></ul><ul><li>MPEG4 ALS </li></ul><ul><li>MPEG4 SLS </li></ul>I 2 R CONTRIBUTES technologies to world standards! Setting World Standards
    14. 14. 10 Consortia projects in FP6 (Total EU grant ~100M Euros) EU-funded 6 th Framework Programme Call# Prop# Acronym Title 1 506997 DAIDALOS Designing Advanced Interfaces for the Delivery and Administration of Location independent Optimised personal Services 507995 E2R End-to-End Reconfigurability 506897 PULSERS Pervasive Ultra-wideband Low Spectral Energy Radio Systems 2 511575 GAPFILL Getting more Asian Participants involved in IST Calls 4 15604 ASTRALS Audio-visual STReaming plAtform for domestic Leisure and Security 15606 BOOTStrep Bootstrapping Of Ontologies and Terminologies STrategic REsearch Project 15299 E2R II End-to-End Reconfigurability II 15584 ImmunoGrid ImmunoGrid - The European Virtual Human Immune System Project 14793 PULSERS Ph II Pervasive Ultra-wideband Low Spectral Energy Radio Systems Phase II 5 033563  SMEPP  Secure Middleware for Embedded Peer to Peer Systems
    15. 15. EU’s 7 th Framework Programme Call# Prop# Acronym Title 1 215330 SEACOOP Further developing strategic R&D cooperation with South East Asia on ICT 216026 WOMBAT Worldwide Observatory of Malicious Behaviors And Threats
    16. 16. Research Vision Content Users Services Ubiquitous Network Data Privacy & Security Semantic web, Datamining, CRM, Healthcare Cryptography, DRM, Surveillance, Biometrics Sensors & Actuators Information Corporate Databases, CRM TV, Games, Movies, Music Interactive secured information, content and services anytime anywhere
    17. 17. ED DED (R) DED (I) Core Technical Review Panel Core Management Team Signal Processing Human Language Technology Communication Systems Computer Graphics & Interface RF & Optical Modulation & Coding Computer Vision & Image Understanding Cryptography & Security Networking Protocols Data Mining Research Programmes Research Departments Corporate Services Power-aware Wireless Sensor Network for Tracking and Monitoring Assistive ICM for Health Monitoring and Rehabilitation Towards Gigabit Personal Connectivity High Speed Maritime Mesh Networks Next Generation Content for IPTV Personal 3D Entertainment Systems Personalization, Optimization and Intelligence through Services Joint Labs Image & Pervasive Access Lab (IPAL) Singapore Advanced Imaging Lab for Ocular Research (Sailor)
    18. 18. Our Research Departments
    19. 19. Communications Systems Department <ul><li>Key Competencies </li></ul><ul><li>Hardware - Software co-design and system engineering methodologies would be developed to improve the reusability of our research outputs for multiple applications. </li></ul><ul><li>Focuses on real time software and embedded system design and development to translate research outputs to functional prototypes. </li></ul><ul><li>Communication System/Architecture Design </li></ul>
    20. 20. <ul><li>Key Competencies </li></ul><ul><li>Accurate motor imagery detection and classification </li></ul><ul><li>Context-awareness, service-oriented architecture </li></ul><ul><li>Middleware for device/sensor/service management in smart spaces </li></ul><ul><li>Potential Applications </li></ul><ul><li>3D modeling and animation </li></ul><ul><li>Personal 3D entertainment systems </li></ul>Computer Graphics & Interface Department
    21. 21. <ul><li>Key Competencies </li></ul><ul><li>Image and Video Retrieval </li></ul><ul><li>Object, Scene and Event Recognition </li></ul><ul><li>Human Identity and Activity Modeling </li></ul><ul><li>Active and Passive Media Authentication </li></ul><ul><li>Statistical Methods and Learning </li></ul><ul><li>Performance Evaluation </li></ul><ul><li>Application Areas </li></ul><ul><li>Biometrics (secured access) </li></ul><ul><li>Video Surveillance (law enforcing) </li></ul><ul><li>Human Behavior Tracking (elderly care) </li></ul><ul><li>Media Forensics (authenticity assurance) </li></ul><ul><li>Natural Interface (3D gaming interaction) </li></ul><ul><li>Medical Image Analysis (computed aided diagnosis) </li></ul><ul><li>Multimedia Content Indexing (interactive television) </li></ul><ul><li>Mobile Image-Based Information Access (mobile search) </li></ul>Computer Vision & Image Understanding Department
    22. 22. <ul><li>Key Competencies </li></ul><ul><li>Cryptography - design and analysis of cryptosystems </li></ul><ul><li>Defending against malware - protect mobile devices from virus and worms </li></ul><ul><li>Digital rights management - digital copyright protection by software obfuscation </li></ul><ul><li>Sensor network security - key distribution and detection of node compromise </li></ul><ul><li>Privacy protection - security and privacy in e-commerce and data mining </li></ul><ul><li>RFID security - fighting physical counterfeits by secure RFID data chaining and management </li></ul><ul><li>Security protocols - authentication, fair exchange, e-payment, key agreement </li></ul>Cryptography and Security Department
    23. 23. <ul><li>Key Competencies </li></ul><ul><li>Data Mining </li></ul><ul><li>Machine Learning </li></ul><ul><li>Text Mining </li></ul><ul><li>Graph Mining </li></ul><ul><li>Semantic Web Technologies </li></ul><ul><li>Privacy-preserving data mining </li></ul><ul><li>Bioinformatics </li></ul><ul><li>Potential Applications </li></ul><ul><li>Analyzing scientific and research information </li></ul><ul><li>Analyzing business intelligence </li></ul><ul><li>Detecting fraud, waste and abuse </li></ul><ul><li>Sharing and mining of sensitive information </li></ul>Data Mining Department
    24. 24. <ul><li>Key Competencies </li></ul><ul><li>Large Vocabulary Continuous Speech Recognition Applications: Automatic Transcription; Spoken Document Retrieval; Voice Surveillance </li></ul><ul><li>Speaker and Language Recognition Applications: Voice Biometrics; Spoken Document Retrieval; Automatic Call Routing; Rich Transcription </li></ul><ul><li>Machine Translation Applications: Machine Translation; Cross-lingual Information Retrieval; Speech Translation </li></ul><ul><li>Robotic Intelligence and Cognitive Computing Applications: Social Robotics; Human-Robot Interaction; Speech and Language Acquisition </li></ul>Human Language Technology Department
    25. 25. <ul><li>Key Competencies </li></ul><ul><li>Forward error correction coding </li></ul><ul><li>Orthogonal frequency division multiplexing (OFDM) </li></ul><ul><li>Multiple-Input Multiple-Output (MIMO) </li></ul><ul><li>Modem algorithms </li></ul><ul><li>Iterative turbo processing </li></ul><ul><li>Multiple access and joint detection </li></ul><ul><li>Cognitive Channel Sensing </li></ul><ul><li>Resource allocation and link adaptation </li></ul><ul><li>Potential Applications </li></ul><ul><li>3GPP Long Term Evolution </li></ul><ul><li>Wireless sensor networks </li></ul><ul><li>Wireline communication systems </li></ul><ul><li>High throughput wireless local area network based on IEEE 802.11n </li></ul><ul><li>Ultra-wideband wireless personal area network based on WiMedia </li></ul><ul><li>Wireless Regional Area Network based on IEEE 802.22 </li></ul><ul><li>WiMAX systems, including IEEE 802.16d, IEEE 802.16e, IEEE 802.16m etc </li></ul><ul><li>Next generation wireless local area network system beyond IEEE 802.11n </li></ul>Modulation & Coding Department
    26. 26. <ul><li>Key Competencies </li></ul><ul><li>Wireless ad hoc, mesh and sensor networking Applications: monitoring and surveillance for healthcare, security, smart space etc. applications; infrastructure-less communications </li></ul><ul><li>Architectures for mission-critical services, including control and management of optical networks Applications: next generation services-based telecommunications infrastructure </li></ul><ul><li>Cooperative and coordinated networking Applications: improved end-to-end and system-wide performance, e.g. throughput and delay, through cross-layer design and inter-node cooperation </li></ul><ul><li>Autonomic self-healing and robust networks Applications: fault tolerant survivable networks </li></ul>Networking Protocols Department Sensor Local aggregator Local sink
    27. 27. <ul><li>Key Competencies </li></ul><ul><li>Antenna technology focused on novel design concepts and new applications of electromagnetic materials for antennas with high performance such as broadband/multiple-mode operation for modern wireless systems such as UWB, WLAN WiMAX, WiFi, MIMO, on-body/implanted communications. </li></ul><ul><li>RF technology targeted at development of components, modules and sub-systems for emerging wireless systems such as phased arrays, UWB radar, UWB localization, and RFID systems. </li></ul><ul><li>Optical fiber transmission to investigate optically amplified, high-speed, multi-wavelength optical signals in long-haul and metropolitan area networks, and develop RoF technology for picocell applications with low cost optical components. </li></ul><ul><li>Sensors based on optical fibre to perform measurements with distributed sensing and high level of immunity from interferences, like EM and RF interference. </li></ul>RF & Optical Department
    28. 28. <ul><li>Potential Applications </li></ul><ul><li>Live and on-demand video coding, scalable video archival/retrieval; heterogeneous video delivery over diverse wireline and wireless networks targeting video surveillance and entertainment applications </li></ul><ul><li>Online music store, Internet radio, personal CD archive </li></ul><ul><li>Automatic and objective image and video quality measurements, perceptually-optimized image and video compression </li></ul><ul><li>Computer game, Interactive advertisement, Interactive kiosk and information system </li></ul><ul><li>Personalized mobile phone ringtones </li></ul><ul><li>Mobile healthcare, Homecare for elderly, healthcare and medical devices </li></ul><ul><li>Assistive ICT systems for monitoring & rehabilitation for the elderly </li></ul><ul><li>Key Competencies </li></ul><ul><li>H.264 and SVC encoder, decoder and IP-based delivery; MPEG2-to-H.264 transcoding; video pre- and post-processing </li></ul><ul><li>Audio signal processing, Lossless audio compression, Scalable audio coding </li></ul><ul><li>Perceptual image and video quality measurements </li></ul><ul><li>Natural interface for computer game using human gesture </li></ul><ul><li>Scratched Sound Synthesis </li></ul><ul><li>Cardiac signal processing, Multimodal sensor data processing </li></ul><ul><li>High performance P300-based brain-computer interfaces </li></ul>Signal Processing Department
    29. 29. Our Research Programmes
    30. 30. Personal 3D Entertainment Systems Programme Director Susanto Rahardja Assistive ICM for Health Monitoring & Rehabilitation Programme Manager Guan Cuntai Towards Gigabit Personal Connectivity Programme Manager Chin Po Shin Francois Power-aware Wireless Sensor Network for Tracking & Monitoring Programme Director Chia Yan Wah Michael Research Programmes High Speed Maritime Mesh Networks Programme Manager Jaya Shankar s/o Pathmasuntharam Personalization, Optimization and Intelligence through Services Programme Manager Tham Chen Khong Next Generation Content for IPTV Programme Manager Yau Wei Yun Joint Labs Image & Pervasive Access Lab (IPAL) Co-Directors Lim Joo Hwee (I 2 R) Daniel Racoceanu (CNRS) Singapore Advanced Imaging Lab for Ocular Research (Sailor) Co-Directors Lim Joo Hwee ( I2R ) Wong Tien Yin (SERI)
    31. 31. Assistive ICM for Health Monitoring and Rehabilitation (AIM) Rehab Center BCIRobot BCIFES NSP Healthcare Applications Technologies Mobile Care MobiCare Elderly Care V4Butler VU ICT-ADI Home Care AIHEC AEMCVD WBAN Hospital SIRIAN MedIRA SSMS Neural Rehabilitation for Stroke Rehab, Biofeedback, and Assistive Technology Medical Image Processing for disease detection & diagnoses Homecare for Home Based Fall Detection, Home Medicine, Elderly Care Mobile Healthcare with wearable sensors, any time, anywhere
    32. 32. <ul><li>Fiber Optic Hydrophones </li></ul><ul><li>Development of practical distributed feedback fiber laser array for all optical underwater acoustic sensing </li></ul><ul><li>Ship-to-ship/shore Mesh Networks </li></ul><ul><li>Development of 802.16 based mesh networks with robust end-to-end QoS and communication Middleware integrating satellite and mesh networks </li></ul><ul><li>Collaborative Multi-hop AUV Networks </li></ul><ul><li>Multi-hop MAC and routing techniques to improve data acquisition and delivery in underwater submersibles </li></ul><ul><li>Electric Conduction Modems </li></ul><ul><li>Development of high speed (1 Mbps), short range (10m) electric conduction based modems for communications between submersibles </li></ul>High Speed Maritime Mesh Networks (HSMMN)
    33. 33. Content Repurposing Content Repurposing Content Understanding & Management Multi-Media Search, Indexing & Retrieval Personalized Interface Multimedia Content Server High-Speed Data Content Protection, Digital Rights Management Scalable Media Coding & Delivery Quality of Experience (QoE) & Quality of Service (QoS) Out-source Expertise Avail Focus Area Content Creation & Ingest Middleware Next Generation Content for IPTV (IPTV) IPTV Testbed @ Fusionopolis Key Differentiation: Scalable delivery, personalization & interactivity
    34. 34. Personal 3D Entertainment Systems (P3DES) Home Virtual Reality Interactive Sports Game Engine
    35. 35. Power-aware Wireless Sensor Networks for Tracking & Monitoring (PAWSN) Broadband RFID WSN Middleware & Service platforms Sensor Wireless Sensor nodes Source:UCN <ul><li>Challenges: </li></ul><ul><li>Energy Harvesting for low power/battery-less radios/ RFID/ Zigbee </li></ul><ul><li>Networking Protocols for highly dense WSN. </li></ul><ul><li>Security for WSN & RF tags </li></ul><ul><li>Tracking UWB tags in heterogeneous wireless environment -cognitive radio sensing. </li></ul><ul><li>Power efficient wireless nodes </li></ul>Temperature Sensors, etc Internet of things!
    36. 36. Servers <ul><li>Outdoor Info Access </li></ul><ul><li>Licensed Band </li></ul><ul><li>Bandwidth Limited </li></ul><ul><li>Ubiquitous Wireless </li></ul><ul><li>Target – 10x 3.5G (3GPP) > 100Mbps </li></ul><ul><li>Technology - ↑Mbps/MHz </li></ul>Content Exchange Information Access Indoor Outdoor <ul><li>Indoor Info Access </li></ul><ul><li>Hybrid Wire-Wireless </li></ul><ul><li>Indoor Coverage & QoS </li></ul><ul><li>Target – 10x WiFi 11a/g </li></ul><ul><li>Technology -↑Mbps*m </li></ul><ul><li>Short Range Exchange </li></ul><ul><li>Device Limited Power </li></ul><ul><li>Peer-to-Peer </li></ul><ul><li>Low Emission Power </li></ul><ul><li>Technology -↑Mbps/mW </li></ul>Indoor Towards Gigabit Personal Connectivity (TGPC)
    37. 37. Enhanced SOA Advanced Services Mobile Services Recommendation Analytics (Data & Text Mining) & Semantic Technologies Dynamic Service Composition Healthcare & Wellness Services Real-Time Sensor Data Context Awareness Personalization Optimization Intelligence Business Process Optimization Security & Authentication P ersonalization, O ptimization & I ntelligence through Se rvices (POISe)
    38. 38. Thank you For additional information, please visit our website www.i2r.a-star.edu.sg Transforming Knowledge Into Prosperity I magination 2 R eality

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