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Find an ExpertProfiling the University of Melbourne's Researchers

PROF SUBHRAKANTI DEY



Contact Details

Organization: Electrical and Electronic Engineering
Position: PROFESSOR
Email:
Homepage: http://www.ee.unimelb.edu.au/people/sdey/index.html
Work: 8344 6299
Fax: 8344 3823
Room: 5.8
Level: 05
Building: Electrical and Electronic Engineering
Campus: Parkville

Research Expertise and International Linkages

Research Expertise

Research Interest Key Words Country of Expertise
Signal Processing, Wireless Communications, Networked Control Systems Complex Systems, Systems Biology Australia

International Linkages

Country Establishment Collaboration
Canada University of British Columbia Research
Cyprus University of Cyprus Research
United States University of California - San Diego Research

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Technology Indian Institute of Technology 31-Dec-1991
Master of Technology Indian Institute of Technology 31-Dec-1993
Doctor of Philosophy The Australian National University 31-Dec-1996

Memberships

Membership Type Membership Body Description Start Date End Date
Senior Member IEEE Senior Member 09-Jan-2006

Government Research Classifications

Research Fields, Courses and Discipline Classifications

Socio-Economic Objective Classifications

Grants and Contracts

Research Grants, Contracts and Consultancies awarded to the University of Melbourne as the administering institution (since 2003) as recorded in Themis Agreements.

Grants

Title Role Funding Source Scheme Award Date
Fast signal processing & control algorithms for complex hierarchical systems Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2003
Towards an information theory for communication-limited control systems Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2003
Distributed Estimation and Control under Communication Constraints Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2006
BIGNET - A DISTRIBUTED WIRELESS SENSOR NETWORK TESTBED Chief Investigator AUST RESEARCH COUNCIL Linkage Infrastructure (Equipment and Facilities) 01/01/2008
Resource-aware Signal Processing and Control Algorithms for Networked Sensor Systems Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2009
Closing the Gap: Fundamental Capacity Limits for Interfering Wireless Networks and Practical Methods to Get There Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2009

Publications

Publications produced at the University of Melbourne and reported in the Annual Publications Collection and 'Research Report' since 2001. The Themis Publications module, released in November 2006, allows additional publications from previous institutions and publications from past years to be entered.

Publications in 2009

Journal Articles

  • A Constrained MDP Approach to Dynamic Quantizer Design for HMM State Estimation
    Year: 2009
    Journal: IEEE Transactions on Signal Processing
    Volume: 57
    Issue: 3
    Page numbers: 1203-1209
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  • Data rate theorem for stabilization over time-varying feedback channels
    Year: 2009
    Journal: IEEE Transactions on Automatic Control
    Volume: 54
    Issue: 2
    Page numbers: 243-255
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  • Kalman filtering with faded measurements
    Year: 2009
    Journal: Automatica
    Volume: 45
    Issue: 10
    Page numbers: 2223-2233
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  • Service-Outage-Based Power and Rate Control for Poisson Fading Channels
    Year: 2009
    Journal: IEEE Transactions on Information Theory
    Volume: 55
    Issue: 5
    Page numbers: 2304-2318
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Conference Publications/Papers

  • Optimum power allocation for expected achievable rate maximization with outage constraints in cooperative relay networks
    Year: 2009
    Event name: 2009 IEEE Wireless Communications and Networking Conference
    Conference Publication: 2009 IEEE Wireless Communications and Networking Conference
    Page numbers: 1-6
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Outage Minimization for State Estimation using Multiple Sensors
    Year: 2009
    Event name: 1st IFAC Workshop on Estimation and Control of Networked Systems (NecSys'09)
    Conference Publication: 1st IFAC Workshop on Estimation and Control of Networked Systems (NecSys'09)
    Page numbers: 216-221
    Publisher: International Federation of Automatic Control(Laxemburg)
    Author(s):

Publications in 2008

Journal Articles

  • Maximal lifetime power and rate allocation for wireless sensor systems with data distortion constraints
    Year: 2008
    Journal: IEEE Transactions on Signal Processing
    Volume: 56
    Issue: 5
    Page numbers: 2076-2090
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  • On Kalman smoothing with random packet loss
    Year: 2008
    Journal: IEEE Transactions on Signal Processing
    Volume: 56
    Issue: 7
    Page numbers: 3346-3351
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  • Optimal and distributed protocols for cross-layer design of physical and transport layers in MANETs
    Year: 2008
    Journal: IEEE - ACM Transactions on Networking
    Volume: 16
    Issue: 6
    Page numbers: 1392-1405
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  • Outage Capacity of MIMO Poisson Fading Channels
    Year: 2008
    Journal: IEEE Transactions on Information Theory
    Volume: 54
    Issue: 11
    Page numbers: 4887-4907
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Conference Publications/Papers

  • Delay-constrained achievable rate maximization in wireless relay networks with causal feedback
    Year: 2008
    Event name: 9th IEEE Workshop on Signal Processing Advances for Wireless Communications (SPAWC 2008)
    Conference Publication: 9th IEEE Workshop on Signal Processing Advances for Wireless Communications (SPAWC 2008)
    Page numbers: 456-460
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • On Kalman Filtering with Faded Measurements
    Year: 2008
    Event name: 2008 Forty-Sixth Annual Allerton Conference on Communication, Control, and Computing
    Conference Publication: 2008 Forty-Sixth Annual Allerton Conference on Communication, Control, and Computing
    Page numbers: 607-614
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Power allocation for distortion outage minimization in clustered wireless sensor networks
    Year: 2008
    Event name: 2008 International Wireless Communications and Mobile Computing Conference (IEEE 2008 IWCMC)
    Conference Publication: 2008 International Wireless Communications and Mobile Computing Conference (IEEE 2008 IWCMC)
    Page numbers: 1-6
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Power efficient state estimation using multiple sensors
    Year: 2008
    Event name: 2008 International Symposium on Information Theory and its Applications (ISITA2008)
    Conference Publication: 2008 International Symposium on Information Theory and its Applications (ISITA2008)
    Page numbers: 924-929
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Power-efficient dynamic quantization for multisensor HMM state estimation over fading channels
    Year: 2008
    Event name: 2008 3rd International Symposium on Communications, Control, and Signal Processing (ISCCSP2008)
    Conference Publication: 2008 3rd International Symposium on Communications, Control, and Signal Processing. Proceedings.
    Page numbers: 1553-1558
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Service outage based power and rate control for Poisson fading channels
    Year: 2008
    Event name: 2008 International Symposium on Information Theory
    Conference Publication: Proceedings. 2008 International Symposium on Information Theory
    Page numbers: 619-623
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2007

Journal Articles

  • Combined rate and power allocation with link scheduling in wireless data packet relay networks with fading channels
    Year: 2007
    Journal: EURASIP Journal on Wireless Communications and Networking
    Volume: 2007
    Page numbers: 1-17
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  • Dynamic quantization for multisensor estimation over bandlimited fading channels
    Year: 2007
    Journal: IEEE Transactions on Signal Processing
    Volume: 55
    Issue: 9
    Page numbers: 4696-4702
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  • Error exponents for Neyman-Pearson detection of Markov chains in noise
    Year: 2007
    Journal: IEEE Transactions on Signal Processing
    Volume: 55
    Issue: 10
    Page numbers: 5097-5103
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  • Outage capacity and optimal power allocation for multiple time-scale parallel fading channels
    Year: 2007
    Journal: IEEE Transactions on Wireless Communications
    Volume: 6
    Issue: 7
    Page numbers: 2369-2373
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  • Probability of error analysis for hidden Markov model filtering with random packet loss
    Year: 2007
    Journal: IEEE Transactions on Signal Processing
    Volume: 55
    Issue: 3
    Page numbers: 809-821
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  • Stability of Kalman filtering with Markovian packet losses
    Year: 2007
    Journal: Automatica
    Volume: 43
    Issue: 6
    Page numbers: 598-607
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Conference Publications/Papers

  • Maximal Lifetime Rate and Power Allocation for Sensor Networks with Data Distortion Constraints


    Year: 2007
    Event name: 2007 IEEE International Conference on Communications
    Conference Publication: 2007 IEEE International Conference on Communications
    Page numbers: 1-8
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Efficient rate-power allocation for OFDM in a realistic fading environment
    Year: 2007
    Event name: 2007 IEEE 65th Vehicular Technology Conference (VTC2007-Spring)
    Conference Publication: 2007 IEEE 65th Vehicular Technology Conference (VTC2007-Spring)
    Page numbers: 3076-3080
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Error Exponents for Neyman-Pearson Detection of Markov Chains in Noise
    Year: 2007
    Event name: 2007 Information, Decision and Control
    Conference Publication: Conference Proceedings of 2007 Information, Decision and Control
    Page numbers: 94-99
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • On Outage Capacity of MIMO Poisson Fading Channels
    Year: 2007
    Event name: 2007 IEEE International Symposium on Information Theory
    Conference Publication: 2007 IEEE International Symposium on Information Theory
    Page numbers: 2421-2425
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2006

Journal Articles

  • A power control game based on outage probabilities for multicell wireless data networks
    Year: 2006
    Journal: IEEE Transactions on Wireless Communications
    Volume: 5
    Issue: 4
    Page numbers: 890-899
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  • Dynamic quantizer design for hidden Markov state estimation via multiple sensors with fusion center feedback
    Year: 2006
    Journal: IEEE Transactions on Signal Processing
    Volume: 54
    Issue: 8
    Page numbers: 2887-2896
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  • Outage-based optimal power control for generalized multiuser fading channels
    Year: 2006
    Journal: IEEE Transactions on Communications
    Volume: 54
    Issue: 4
    Page numbers: 693-703
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Conference Publications/Papers

  • Distributed cross-layer optimization of MANETs in composite fading
    Year: 2006
    Event name: 2006 IEEE International Conference on Communications (ICC)
    Conference Publication: 2006 IEEE International Conference on Communications (ICC)
    Page numbers: 1-6
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Dynamic quantization for multi-sensor estimation over bandlimited fading channels with fusion center feedback
    Year: 2006
    Event name: 14th IFAC Symposium on System Identification
    Conference Publication: Preprints of the 14th IFAC Symposium on System Identification
    Page numbers: 1246-1251
    Publisher: International Federation of Automatic Control(Laxemburg)
    Author(s):
  • Joint rate/power adaptation and buffer management in wireless data relay networks
    Year: 2006
    Event name: 2006 American Control Conference
    Conference Publication: Proceedings of the 2006 American Control Conference
    Page numbers: 6097-6102
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Kalman filtering with Markovian packet losses and stability criteria
    Year: 2006
    Event name: 45th IEEE Conference on Decision and Control
    Conference Publication: 45th IEEE Conference on Decision and Control Proceedings
    Page numbers: 5621-5626
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Lifetime optimization for multi-hop wireless sensor networks with rate distortion constraints
    Year: 2006
    Event name: 2006 IEEE Seventh Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2006)
    Conference Publication: 2006 IEEE Seventh Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2006)
    Page numbers: 1-5
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Lifetime optimization for wireless sensor networks with outage probability constraints
    Year: 2006
    Event name: 12th European Wireless Conference 2006: Enabling Technolgies for Wireless Multimedia Communications
    Conference Publication: 12th European Wireless Conference 2006: Enabling Technologies for Wireless Multimedia Communications
    Page numbers: 1-7
    Publisher: VDE Verlag GMBH(Berlin)
    Author(s):
  • Outage capacity and optimal power allocation for multiple time-scale parallel fading channels
    Year: 2006
    Event name: 12th European Wireless Conference 2006: Enabling Technolgies for Wireless Multimedia Communications
    Conference Publication: 12th European Wireless Conference 2006: Enabling Technologies for Wireless Multimedia Communications
    Page numbers: 1-5
    Publisher: VDE Verlag GMBH(Berlin)
    Author(s):

Publications in 2005

Journal Articles

  • Optimal power control for Rayleigh-faded multiuser systems with outage constraints.
    Year: 2005
    Journal: IEEE Transactions on Wireless Communications
    Volume: 4
    Issue: November 2005
    Page numbers: 2705-2715
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  • Optimal power control over multiple time-scale
    fading channels with service outage constraints
    Year: 2005
    Journal: IEEE Transactions on Communications
    Volume: 53
    Page numbers: 708-717
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Conference Publications/Papers

  • A framework for efficient rate-power allocation for OFDM in a composite-fading environment
    Year: 2005
    Event name: ICC 2005
    Conference Publication: ICC 2005: IEEE International Conference on Communications
    Page numbers: 1-5
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Distributed state estimation for hidden Markov models with dynamic quantization and rate allocation.
    Year: 2005
    Event name: 16th IFAC World Congress 2005
    Conference Publication: 16th IFAC World Congress 2005
    Page numbers: 1-6
    Publisher: International Federation of Automatic Control(Oxford)
    Author(s):
  • OFDM transmission resource optimization in HMM-fading wireless channels
    Year: 2005
    Event name: IASTED International Conference on Communication Systems and Applications
    Conference Publication: Proceedings of the IASTED International Conference on Communication Systems and Applications
    Page numbers: 16-21
    Publisher: ACTA Press(Anaheim)
    Author(s):
  • Power control and multiuser diversity in multiple access channels with two time-scale fading
    Year: 2005
    Event name: Third international symposium on modeling and optimization in mobile, ad hoc, and wireless networks
    Conference Publication: Proceedings of the third international symposium on modeling and optimization in mobile, ad hoc, and wireless networks (Wi05pt)
    Page numbers: 1-10
    Publisher: IEEE Computer Society(California)
    Author(s):
  • Prediction-based resource allocation for OFDM in wireless channels
    Year: 2005
    Event name: 6th Australian Communications Theory Workshop
    Conference Publication: Proceedings of the 6th Australian Communications Theory Workshop 2005
    Page numbers: 241-245
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2004

Journal Articles

  • Reduced complexity estimation for large-scale hidden Markov models
    Year: 2004
    Journal: IEEE Transactions on Signal Processing
    Volume: 52
    Issue: 5
    Page numbers: 1242-1249
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Conference Publications/Papers

  • A Power Control Game Based on Outage Probabilities for Multicell Wireless Data Networks
    Year: 2004
    Event name: 2004 American Control Conference
    Conference Publication: Proceeding of the 2004 American Control Conference
    Page numbers: 1661-1666
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Distributed power control for cellular MIMO systems with temporal and spatial filtering
    Year: 2004
    Event name: 5th Australian Communications Theory Workshop 2004
    Conference Publication: Proceedings: 5th Australian Communications Theory Workshop 2004
    Page numbers: 164-175
    Publisher: Australian National University(Canberra)
    Author(s):
  • Distributed state estimation for hidden Markov models by sensor networks with dynamic quantization
    Year: 2004
    Event name: 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
    Conference Publication: Proceedings of the 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
    Page numbers: 355-360
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Optimal power control over multiple time-scale fading channels with service outage constraints
    Year: 2004
    Event name: 2nd workshop on modeling and optimization in mobile, ad hoc and wireless networks
    Conference Publication: Proceedings of the 2nd workshop on modeling and optimization in mobile, ad hoc and wireless networks
    Page numbers: 254-263
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Outage-based power control for generalized multiuser fading channels
    Year: 2004
    Event name: 2004 IEEE International Conference on Communications
    Conference Publication: Proceedings of the 2004 IEEE International Conference on Communications
    Page numbers: 1-5
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):

Publications in 2003

Journal Articles

  • Reduced Spatio-Temporal Complexity MMPP and Image-Based Tracking Filters for Maneuvering Targets


     


    Year: 2003
    Journal: IEEE Transactions on Aerospace and Electronic Systems
    Volume: 39
    Issue: 4
    Page numbers: 1277-1291
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  • Weak convergence of hybrid filtering problems involving nearly completely decomposable hidden Markov chains
    Year: 2003
    Journal: SIAM Journal on Control and Optimization
    Volume: 41
    Issue: 8
    Page numbers: 1820-1842
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Conference Publications/Papers

  • Achieving outage probability specifications through power control and multiuser detection
    Year: 2003
    Event name: 4th Australian communications theory workshop 2003
    Conference Publication: Proceedings of the 4th Australian communications theory workshop 2003
    Page numbers: 53-60
    Publisher: Australian National University(Canberra)
    Author(s):
  • Infinum data rates for stabilising Markov jump linear systems
    Year: 2003
    Event name: 42nd IEEE conference on decision and control
    Conference Publication: Proceedings of 42nd IEEE conference on decision and control
    Page numbers: 1176-1181
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Information theoretic quantiser design for decentralised estimation of hidden Markov models
    Year: 2003
    Event name: 2003 IEEE international conference on acoustics, speech, and signal processing
    Conference Publication: Proceedings of the 2003 IEEE international conference on acoustics, speech, and signal processing
    Page numbers: 749-752
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Iterative power control and multiuser detection with outage probability constraints
    Year: 2003
    Event name: 2003 IEEE International Conference on Communications
    Conference Publication: Frontiers in Telecommunications: 2003 IEEE International Conference on Communications
    Page numbers: 1-5
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Optimal power control in CDMA networks with constraints on outage probability.
    Year: 2003
    Event name: WiOpt 2003 - Modeling and optimization in mobile, ad hoc and wireless networks.
    Conference Publication: Proceedings from WiOpt 2003 - Modeling and optimization in mobile ad hoc and wireless network.
    Page numbers: 279-285
    Publisher: INRIA Sophia Antipolis(Antipolis)
    Author(s):
  • Optimal power control in wireless data networks with outage-based utility guarantees
    Year: 2003
    Event name: 42nd IEEE conference on decision and control
    Conference Publication: Proceedings of 42nd IEEE conference on decision and control
    Page numbers: 570-575
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Reduced complexity estimation for large scale hidden Markov models
    Year: 2003
    Event name: European Control Conference ECC 2003
    Conference Publication: Proceedings of European Control Conference ECC 2003
    Page numbers: 1-6
    Publisher: IEE - Institute of Electrical Engineering(Hertford)
    Author(s):
  • Smart quantizers for recursive parameter estimation of hidden Markov models
    Year: 2003
    Event name: 6th Baiona Workshop on Signal Processing for Communications
    Conference Publication: Proceedings of the 6th Baiona Workshop on Signal Processing for Communications
    Page numbers: 241-245
    Publisher: University of Vigo(Vigo)
    Author(s):

Publications in 2002

Journal Articles

  • Complexity reduction in fixed-lag smoothing for hidden Markov models
    Year: 2002
    Journal: IEEE Transactions on Signal Processing
    Volume: 50
    Issue: 5
    Page numbers: 1124-1132
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Conference Publications/Papers

  • Communication-limited stabilisability of Jump Markov linear systems
    Year: 2002
    Event name: 15th International Symposium on the Mathematical Theory of Networks and Systems
    Conference Publication: Electronic Proceedings of 15th International Symposium on the Mathematical Theory of Networks and Systems
    Page numbers: 1-10
    Publisher: University of Notre Dame(Indiana)
    Author(s):
  • Hybrid filters modulated by Markov chains with two-time scales
    Year: 2002
    Event name: 41st IEEE Conference on Decision and Control
    Conference Publication: 41st IEEE Conference on Decision and Control Proceedings
    Page numbers: 3573-3578
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Reduced complexity spatio-temporal image-based tracking for maneuvering targets
    Year: 2002
    Event name: 5th International Conference on Information Fusion
    Conference Publication: Proceedings of the 5th International Conference on Information Fusion
    Volume: 1
    Page numbers: 743-750
    Publisher: Omnipress(Los Angeles)
    Author(s):

Publications in 2001

Journal Articles

  • Discrete-time risk-sensitive filters with non-gaussian initial conditions and their ergodic properties
    Year: 2001
    Journal: Asian Journal of Control
    Volume: 3
    Issue: 4
    Page numbers: 262-271
    Publisher: Chinese Automatic Control Society
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  • On state-estimation of a two-state hidden Markov model with quantization
    Year: 2001
    Journal: IEEE Transactions on Signal Processing
    Volume: 49
    Issue: 1
    Page numbers: 202-208
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Conference Publications/Papers

  • Stochastic power control in CDMA over markov fading channels
    Year: 2001
    Event name: Proceedings 2001 International Conference on Third Generation Wireless and Beyond
    Conference Publication: Proceedings 2001 International Conference on Third Generation Wireless and Beyond
    Page numbers: 326-330
    Publisher: Delson Group(Philadelphia)
    Author(s):
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