Alex Chichung Kot
Alex Chichung Kot was educated at the University of Rochester, New York, and at
the University of Rhode Island, Rhode Island, USA, where he received the Ph.D. degree in electrical engineering in 1989. He was with the AT&T Bell Company, New York, USA. Since 1991, he has been with the Nanyang Technological University (NTU), Singapore, where he is the Head of the Information Engineering Division. His research and teaching interests are in the areas of signal processing for communications, signal processing, watermarking, and information security. Dr. Kot served as the General Cochair for the Second International Conference on Information, Communications and Signal Processing (ICICS) in December 1999, and the Advisor for ICICS '01 and ICONIP '02. He received the NTU Best Teacher of the Year Award in 1996 and has served as the Chairman of the IEEE Signal Processing Chapter in Singapore. He is the General Cochair for the IEEE ICIP 2004 and served as an Associate Editor for the IEEE Transactions on Signal Processing and the IEEE Transactions on Circuits and Systems for Video Technology.
Biography Updated on 11 July 2007
Personal Home Page
http://www.ntu.edu.sg/home/eackot/
Articles in Scholarly Journals [Incomplete List]
- Efficient fingerprint search based on database clustering
Pattern Recognition, vol. 40, no. 6, pp. 1793–1803, 2007 - Objective Distortion Measure for Binary Text Image Based on Edge Line Segment Similarity
IEEE Transactions on Image Processing, vol. 16, no. 6, pp. 1691–1695, 2007 - Optimal and Approximate Mobility-Assisted Opportunistic Scheduling in Cellular Networks
IEEE Transactions on Mobile Computing, vol. 6, no. 6, pp. 633–648, 2007 - Optimal Joint Session Admission Control in Integrated WLAN and CDMA Cellular Networks with Vertical Handoff
IEEE Transactions on Mobile Computing, vol. 6, no. 1, pp. 126–139, 2007 - Pattern-Based Data Hiding for Binary Image Authentication by Connectivity-Preserving
IEEE Transactions on Multimedia, vol. 9, no. 3, pp. 475–486, 2007 - Game Theoretic Cross-Layer Transmission Policies in Multipacket Reception Wireless Networks
IEEE Transactions on Signal Processing, vol. 55, no. 5, pp. 1911–1926, 2007 - Transmission Scheduling for Optimizing Sensor Network Lifetime: A Stochastic Shortest Path Approach
IEEE Transactions on Signal Processing, vol. 55, no. 5, pp. 2294–2309, 2007 - ${Q}$-Learning Algorithms for Constrained Markov Decision Processes With Randomized Monotone Policies: Application to MIMO Transmission Control
IEEE Transactions on Signal Processing, vol. 55, no. 5, pp. 2170–2181, 2007 - Video Adaptation for Heterogeneous Environments
EURASIP Journal on Advances in Signal Processing, vol. 2007, Article ID 18578, 4 pages, 2007 - The Gating Efficiency of Single-Molecule Transistors
Journal of Computational and Theoretical Nanoscience, vol. 3, no. 6, pp. 951–956, 2006 - Cross-Layer Optimal Connection Admission Control for Variable Bit Rate Multimedia Traffic in Packet Wireless CDMA Networks
IEEE Transactions on Signal Processing, vol. 54, no. 2, pp. 542–555, 2006 - Stochastic Gradient Algorithms for Design of Minimum Error-Rate Linear Dispersion Codes in MIMO Wireless Systems
IEEE Transactions on Signal Processing, vol. 54, no. 4, pp. 1242–1255, 2006 - Adaptive Brownian Dynamics Simulation for Estimating Potential Mean Force in Ion Channel Permeation
IEEE Transactions on Nanobioscience, vol. 5, no. 2, pp. 126–138, 2006 - Controlled Hidden Markov Models for Dynamically Adapting Patch Clamp Experiment to Estimate Nernst Potential of Single-Ion Channels
IEEE Transactions on Nanobioscience, vol. 5, no. 2, pp. 115–125, 2006 - Opportunistic Scheduling for Streaming Multimedia Users in High-Speed Downlink Packet Access (HSDPA)
IEEE Transactions on Multimedia, vol. 8, no. 4, pp. 844–855, 2006 - Fingerprint Retrieval for Identification
IEEE Transactions on Information Forensics and Security, vol. 1, no. 4, pp. 532–542, 2006 - Hierarchical resource management in adaptive airborne surveillance radars
IEEE Transactions on Aerospace and Electronic Systems, vol. 42, no. 2, pp. 401–420, 2006 - Binary Image Authentication With Tampering Localization by Embedding Cryptographic Signature and Block Identifier
IEEE Signal Processing Letters, vol. 13, no. 12, pp. 741–744, 2006 - Enhanced maximum likelihood face recognition
Electronics Letters, vol. 42, no. 19, p. 1089, 2006 - Efficient Radio Resource Management in Integrated WLAN/CDMA Mobile Networks
Telecommunication Systems, vol. 30, no. 1-3, pp. 177–192, 2005 - Multiple-Antenna Differential Lattice Decoding
IEEE Journal on Selected Areas in Communications, vol. 23, no. 9, pp. 1821–1829, 2005 - Least Mean Square Algorithms With Markov Regime-Switching Limit
IEEE Transactions on Automatic Control, vol. 50, no. 5, pp. 577–593, 2005 - Emission management for low probability intercept sensors in network centric warfare
IEEE Transactions on Aerospace and Electronic Systems, vol. 41, no. 1, pp. 133–152, 2005 - Special Issue on Analysis and Understanding for Video Adaptation
IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, no. 10, pp. 1197–1199, 2005 - LMS Algorithms for Tracking Slow Markov Chains With Applications to Hidden Markov Estimation and Adaptive Multiuser Detection
IEEE Transactions on Information Theory, vol. 51, no. 7, pp. 2475–2490, 2005 - Brownian Dynamics Simulation for Modeling Ion Permeation Across Bionanotubes
IEEE Transactions on Nanobioscience, vol. 4, no. 1, pp. 102–111, 2005 - Guest Editorial Special Issue on Ion Channels—Bionanotubes
IEEE Transactions on Nanobioscience, vol. 4, no. 1, pp. 1–2, 2005 - Online Bayesian activity detection in DS/CDMA networks
IEEE Transactions on Signal Processing, vol. 53, no. 1, pp. 371–375, 2005 - Adaptive OFDM Synchronization Algorithms Based on Discrete Stochastic Approximation
IEEE Transactions on Signal Processing, vol. 53, no. 4, pp. 1561–1574, 2005 - Networked Sensor Management and Data Rate Control for Tracking Maneuvering Targets
IEEE Transactions on Signal Processing, vol. 53, no. 6, pp. 1979–1991, 2005 - Adaptive MIMO Antenna Selection via Discrete Stochastic Optimization
IEEE Transactions on Signal Processing, vol. 53, no. 11, pp. 4315–4329, 2005 - Fingerprint Reference-Point Detection
EURASIP Journal on Applied Signal Processing, vol. 2005, no. 4, pp. 498–509, 2005 - Regime Switching Stochastic Approximation Algorithms with Application to Adaptive Discrete Stochastic Optimization
SIAM Journal on Optimization, vol. 14, no. 4, p. 1187, 2004 - Dynamic Ion Channel Activation Scheduling in Patch Clamp on a Chip
IEEE Transactions on Nanobioscience, vol. 3, no. 3, pp. 217–224, 2004 - Errata to “Nonlinear Dynamic System Identification Using Chebyshev Functional Link Artificial Neural Networks”
IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), vol. 34, no. 3, pp. 1627–1627, 2004 - On Decision-Feedback Detection of Differential Space–Time Modulation in Continuous Fading
IEEE Transactions on Communications, vol. 52, no. 10, pp. 1613–1617, 2004 - Spreading Code Optimization and Adaptation in CDMA Via Discrete Stochastic Approximation
IEEE Transactions on Information Theory, vol. 50, no. 9, pp. 1927–1949, 2004 - Distance-Reciprocal Distortion Measure for Binary Document Images
IEEE Signal Processing Letters, vol. 11, no. 2, pp. 228–231, 2004 - Conference spotlight - ICIP'04 in the lion city-Singapore
IEEE Signal Processing Magazine, vol. 21, no. 5, pp. 108–109, 2004 - Parameter estimation of a real single tone from short data records
Signal Processing, vol. 84, no. 3, pp. 601–617, 2004 - Wireless Personal Communications, vol. 25, no. 3, pp. 187–204, 2003
- Blind Multiuser Detection in Multirate CDMA Based on Cyclic LMS Adaptation
Wireless Personal Communications, vol. 27, no. 4, pp. 293–320, 2003 - The optimal search for a Markovian target when the search path is constrained: the infinite-horizon case
IEEE Transactions on Automatic Control, vol. 48, no. 3, pp. 493–497, 2003 - Iterate-averaging sign algorithms for adaptive filtering with applications to blind multiuser detection
IEEE Transactions on Information Theory, vol. 49, no. 3, pp. 657–671, 2003 - Noncoherent sequence detection of differential space-time modulation
IEEE Transactions on Information Theory, vol. 49, no. 10, pp. 2727–2734, 2003 - Adaptive learning algorithms for nernst potential and I-V curves in nerve cell membrane ion channels modeled as hidden markov models
IEEE Transactions on Nanobioscience, vol. 2, no. 4, pp. 266–278, 2003 - Multisampling decision-feedback linear prediction receivers for differential space-time modulation over rayleigh fast-fading channels
IEEE Transactions on Communications, vol. 51, no. 7, pp. 1214–1223, 2003 - Reduced spatio-temporal complexity mmpp and image-based tracking filters for maneuvering targets
IEEE Transactions on Aerospace and Electronic Systems, vol. 39, no. 4, pp. 1277–1291, 2003 - Correction to "hidden markov model multiarm bandits: a methodology for bearm scheduling in multitarget tracking"
IEEE Transactions on Signal Processing, vol. 51, no. 6, pp. 1662–1663, 2003 - Conditional Moment Generating Functions for Integrals and Stochastic Integrals
SIAM Journal on Control and Optimization, vol. 42, no. 5, p. 1578, 2003 - Algorithms for optimal scheduling and management of hidden Markov model sensors
IEEE Transactions on Signal Processing, vol. 50, no. 6, pp. 1382–1397, 2002 - Integrated voice/data call admission control for wireless DS-CDMA systems
IEEE Transactions on Signal Processing, vol. 50, no. 6, pp. 1483–1495, 2002 - Nonlinear dynamic system identification using Chebyshev functional link artificial neural networks
IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), vol. 32, no. 4, pp. 505–511, 2002 - A blind code timing estimator and its implementation for DS-CDMA signals in unknown colored noise
IEEE Transactions on Vehicular Technology, vol. 51, no. 6, pp. 1600–1607, 2002 - Robust continuous-time smoothers without two-sided stochastic integrals
IEEE Transactions on Automatic Control, vol. 47, no. 11, pp. 1824–1841, 2002 - Detection-aided recursive least squares adaptive multiuser detection in DS/CDMA
IEEE Signal Processing Letters, vol. 9, no. 8, pp. 229–232, 2002 - A Bayesian EM algorithm for optimal tracking of a maneuvering target in clutter
Signal Processing, vol. 82, no. 3, pp. 473–490, 2002 - Fast algorithm for multi-dimensional discrete Hartley transform with size ql1×ql2×?×qlr
Signal Processing, vol. 82, no. 3, pp. 497–502, 2002 - Recursive algorithms for estimation of hidden Markov models and autoregressive models with Markov regime
IEEE Transactions on Information Theory, vol. 48, no. 2, pp. 458–476, 2002 - Performance analysis of a dynamic programming track before detect algorithm
IEEE Transactions on Aerospace and Electronic Systems, vol. 38, no. 1, pp. 228–242, 2002 - Adaptive step-size algorithms for blind interference suppression in DS/CDMA systems
IEEE Transactions on Signal Processing, vol. 49, no. 1, pp. 190–201, 2001 - Particle filters for state estimation of jump Markov linear systems
IEEE Transactions on Signal Processing, vol. 49, no. 3, pp. 613–624, 2001 - Combined polynomial transform and radix-q algorithm for MD discrete W transform
IEEE Transactions on Signal Processing, vol. 49, no. 3, pp. 634–641, 2001 - Derivation of a sawtooth iterated extended Kalman smoother via the AECM algorithm
IEEE Transactions on Signal Processing, vol. 49, no. 9, pp. 1899–1909, 2001 - Integer DCTs and fast algorithms
IEEE Transactions on Signal Processing, vol. 49, no. 11, pp. 2774–2782, 2001 - Hidden Markov model multiarm bandits: a methodology for beam scheduling in multitarget tracking
IEEE Transactions on Signal Processing, vol. 49, no. 12, pp. 2893–2908, 2001 - An improvement to the interacting multiple model (IMM) algorithm
IEEE Transactions on Signal Processing, vol. 49, no. 12, pp. 2909–2923, 2001 - Optimal sensor scheduling for hidden Markov model state estimation
International Journal of Control, vol. 74, no. 18, pp. 1737–1742, 2001 - International Journal of Modern Physics C [Computational Physics and Physical Computation], vol. 12, no. 8, p. 1179, 2001
- Application of extreme value theory to level estimation in nonlinearly distorted hidden Markov models
IEEE Transactions on Signal Processing, vol. 48, no. 8, pp. 2289–2299, 2000 - Stochastic sampling algorithms for state estimation of jump Markov linear systems
IEEE Transactions on Automatic Control, vol. 45, no. 2, pp. 188–202, 2000 - An ANN-based smart capacitive pressure sensor in dynamic environment
Sensors and Actuators A: Physical, vol. 86, no. 1-2, pp. 26–38, 2000 - New algorithm for multidimensional type-III DCT
IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol. 47, no. 12, pp. 1523–1529, 2000 - Averaged stochastic gradient algorithms for adaptive blind multiuser detection in DS/CDMA systems
IEEE Transactions on Communications, vol. 48, no. 1, pp. 125–134, 2000 - Error probabilities of an FFH/BFSK self-normalizing receiver in a Rician fading channel with multitone jamming
IEEE Transactions on Communications, vol. 48, no. 2, pp. 308–315, 2000 - An intelligent pressure sensor using neural networks
IEEE Transactions on Instrumentation and Measurement, vol. 49, no. 4, pp. 829–834, 2000 - New method of performance analysis for diversity reception with correlated Rayleigh-fading signals
IEEE Transactions on Vehicular Technology, vol. 49, no. 5, pp. 1807–1812, 2000 - Adaptive nonlinear filters for narrow-band interference suppression in spread-spectrum CDMA systems
IEEE Transactions on Communications, vol. 47, no. 5, pp. 742–753, 1999 - Performance study of a maximum-likelihood receiver for FFH/BFSK systems with multitone jamming
IEEE Transactions on Communications, vol. 47, no. 5, pp. 766–772, 1999 - Partial-band jammer suppression in FFH spread-spectrum system using FFT
IEEE Transactions on Vehicular Technology, vol. 48, no. 2, pp. 478–486, 1999 - Performance analysis of an FFH/BFSK product-combining receiver under multitone jamming
IEEE Transactions on Vehicular Technology, vol. 48, no. 6, pp. 1946–1953, 1999 - Performance analysis of an FFT-based FFH/BFSK product-combining receiver with partial-band jamming
IEE Proceedings - Communications, vol. 146, no. 1, p. 43, 1999 - Optimal filtering of doubly stochastic auto-regressive processes
Automatica, vol. 35, no. 2, pp. 241–250, 1999 - On fast aggregation of Markov chain functionals using stochastic complementation
Signal Processing, vol. 74, no. 3, pp. 223–237, 1999 - Blind identification of fractionally spaced communication channels with Markov inputs
Signal Processing, vol. 77, no. 3, pp. 275–288, 1999 - Hidden Markov model algorithms for narrowband interference suppression in CDMA spread spectrum systems
Signal Processing, vol. 79, no. 3, pp. 315–324, 1999 - Rule-based programming paradigm: a formal basis for biological, chemical and physical computation
Biosystems, vol. 49, no. 3, pp. 205–228, 1999 - Discrete time filters for doubly stochastic poisson processes and other exponential noise models
International Journal of Adaptive Control and Signal Processing, vol. 13, no. 5, pp. 393–416, 1999 - Exact filters for doubly stochastic AR models with conditionally Poisson observations
IEEE Transactions on Automatic Control, vol. 44, no. 4, pp. 794–798, 1999 - New finite-dimensional filters for parameter estimation of discrete-time linear Gaussian models
IEEE Transactions on Automatic Control, vol. 44, no. 5, pp. 938–951, 1999 - Exact filters for certain moments and stochastic integrals of the state of systems with Benes nonlinearity
IEEE Transactions on Automatic Control, vol. 44, no. 10, pp. 1929–1933, 1999 - Expectation maximization algorithms for MAP estimation of jump Markov linear systems
IEEE Transactions on Signal Processing, vol. 47, no. 8, pp. 2139–2156, 1999 - Hidden Markov model state estimation with randomly delayed observations
IEEE Transactions on Signal Processing, vol. 47, no. 8, pp. 2157–2166, 1999 - Finite dimensional smoothers for MAP state estimation of bilinear systems
IEEE Transactions on Signal Processing, vol. 47, no. 9, pp. 2444–2459, 1999 - Finite-Dimensional Filters for Passive Tracking of Markov Jump Linear Systems
Automatica, vol. 34, no. 6, pp. 765–770, 1998 - FFT-based self-normalising receiver for FFH spread spectrum systems
IEE Proceedings - Communications, vol. 145, no. 2, p. 99, 1998 - Performance analysis of an FFH/BFSK self-normalising receiver under multitone jamming
IEE Proceedings - Communications, vol. 145, no. 6, p. 431, 1998 - Multitone jamming rejection of FFH/BFSK linear-combining receiver over Rayleigh-fading channels
Electronics Letters, vol. 34, no. 4, p. 337, 1998 - Computation of 2D discrete Hartley transform
Electronics Letters, vol. 34, no. 11, p. 1058, 1998 - Multitone jamming rejection of FFH/BFSK spread-spectrum system over fading channels
IEEE Transactions on Communications, vol. 46, no. 8, pp. 1050–1057, 1998 - Performance analysis of an FFH/BFSK linear-combining receiver against multitone jamming
IEEE Communications Letters, vol. 2, no. 8, pp. 205–207, 1998 - A new limit on inter-element spacing for a linear array
IEEE Antennas and Propagation Magazine, vol. 40, no. 4, pp. 22–29, 1998 - An interval-amplitude algorithm for deinterleaving stochastic pulse train sources
IEEE Transactions on Signal Processing, vol. 46, no. 5, pp. 1344–1350, 1998 - James-Stein state filtering algorithms
IEEE Transactions on Signal Processing, vol. 46, no. 9, pp. 2431–2447, 1998 - Journal of Circuits, Systems, and Computers, vol. 8, no. 3, p. 405, 1998
- Journal of Circuits, Systems, and Computers, vol. 7, no. 6, p. 599, 1997
- Exact Finite-Dimensional Filters for Maximum Likelihood Parameter Estimation of Continuous-time Linear Gaussian Systems
SIAM Journal on Control and Optimization, vol. 35, no. 6, p. 1908, 1997 - Partial-band jamming rejection of FFH/BFSK with product combining receiver over a Rayleigh-fading channel
IEEE Communications Letters, vol. 1, no. 3, pp. 64–66, 1997 - A reduced-complexity online state sequence and parameter estimator for superimposed convolutional coded signals
IEEE Transactions on Communications, vol. 45, no. 12, pp. 1565–1574, 1997 - Performance of FFH/BFSK product combining receiver over a Rician-fading channel with partial-band jamming
Electronics Letters, vol. 33, no. 11, p. 935, 1997 - Estimation of 1-bit quantized time-series with Markov regime
Signal Processing, vol. 58, no. 3, pp. 273–292, 1997 - Filters for estimating Markov modulated poisson processes and image-based tracking
Automatica, vol. 33, no. 5, pp. 821–833, 1997 - Exact finite-dimensional filters for doubly stochastic auto-regressive processes
IEEE Transactions on Automatic Control, vol. 42, no. 9, pp. 1289–1293, 1997 - Error-based constraints for efficient learning of pattern recognition problems
Pattern Recognition Letters, vol. 17, no. 12, pp. 1239–1245, 1996 - Decorrelator-based neighbour-searching multiuser detector in CDMA systems
Electronics Letters, vol. 32, no. 25, p. 2307, 1996 - Time discretization of continuous-time filters and smoothers for HMM parameter estimation
IEEE Transactions on Information Theory, vol. 42, no. 2, pp. 593–605, 1996 - Asymptotic analysis of an algorithm for parameter estimation and identification of 1-b quantized AR time series
IEEE Transactions on Signal Processing, vol. 44, no. 1, pp. 62–73, 1996 - Iterative and recursive estimators for hidden Markov errors-in-variables models
IEEE Transactions on Signal Processing, vol. 44, no. 3, pp. 629–639, 1996 - Journal of Circuits, Systems, and Computers, vol. 6, no. 6, p. 581, 1996
- A filtered EM algorithm for joint hidden Markov model and sinusoidal parameter estimation
IEEE Transactions on Signal Processing, vol. 43, no. 1, pp. 353–358, 1995 - Estimation of noisy quantized Gaussian AR time-series with randomly varying observation coefficient
IEEE Transactions on Signal Processing, vol. 43, no. 5, pp. 1285–1290, 1995 - Blind equalization of IIR channels using hidden Markov models and extended least squares
IEEE Transactions on Signal Processing, vol. 43, no. 12, pp. 2994–3006, 1995 - Bias and variance calculation of a principal component based frequency estimator
IEE Proceedings - Vision, Image, and Signal Processing, vol. 142, no. 4, p. 247, 1995 - Estimation of quantized linear errors-in-variables models
Automatica, vol. 31, no. 10, pp. 1459–1464, 1995 - On-line estimation of dynamic shock-error models based on the Kullback Leibler information measure
IEEE Transactions on Automatic Control, vol. 39, no. 5, pp. 1129–1135, 1994 - Estimation of Markov-modulated time-series via EM algorithm
IEEE Signal Processing Letters, vol. 1, no. 10, pp. 153–155, 1994 - An ANN model perceptron algorithm using generalized matrix inversion
Parallel Computing, vol. 20, no. 5, pp. 799–806, 1994 - Adaptive estimation of hidden nearly completely decomposable Markov chains with applications in blind equalization
International Journal of Adaptive Control and Signal Processing, vol. 8, no. 3, pp. 237–260, 1994 - Statistical analysis of state-space approach in harmonic retrieval
IEE Proceedings - Vision, Image, and Signal Processing, vol. 141, no. 3, p. 181, 1994 - Deinterleaving pulse trains using discrete-time stochastic dynamic-linear models
IEEE Transactions on Signal Processing, vol. 42, no. 11, pp. 3092–3103, 1994 - On-line identification of hidden Markov models via recursive prediction error techniques
IEEE Transactions on Signal Processing, vol. 42, no. 12, pp. 3535–3539, 1994 - Hidden Markov model signal processing in presence of unknown deterministic interferences
IEEE Transactions on Automatic Control, vol. 38, no. 1, pp. 146–152, 1993 - On-line estimation of hidden Markov model parameters based on the Kullback-Leibler information measure
IEEE Transactions on Signal Processing, vol. 41, no. 8, pp. 2557–2573, 1993 - Analysis of linear prediction by matrix approximation
IEEE Transactions on Signal Processing, vol. 41, no. 11, pp. 3174–3177, 1993 - Adaptive Processing Techniques Based on Hidden Markov Models for Characterizing Very Small Channel Currents Buried in Noise and Deterministic Interferences
Philosophical Transactions of the Royal Society B: Biological Sciences, vol. 334, no. 1271, pp. 357–384, 1991 - On hidden fractal model signal processing
Signal Processing, vol. 24, no. 2, pp. 177–192, 1991 - Factorizations that relax the positive real condition in continuous-time and fast-sampled ELS schemes
International Journal of Adaptive Control and Signal Processing, vol. 4, no. 5, pp. 389–414, 1990 - Adaptive estimation in the presence of order and parameter changes
International Journal of Adaptive Control and Signal Processing, vol. 3, no. 3, pp. 283–292, 1989 - Statistical performance of single sinusoid frequency estimation in white noise using state-variable balancing and linear prediction
IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 35, no. 11, pp. 1639–1642, 1987