Classifiers for sonar target differentiation

QR Code

Classifiers for sonar target differentiation

In this paper, the processing of sonar signals has been carried out using Minimal Resource Allocation Network (MRAN), Probabilistic Neural Network (PNN) and Fuzzy Artmap (FAM) in differentiation of commonly encountered features in indoor environments. The stability-plasticity behaviors of all three...

Full description

Bibliographic Details
Main Authors:	Loo, , CK, Rao, , MVC, Lim, , WS
Format:	Article
Published:	2004
Subjects:	QA75.5-76.95 Electronic computers. Computer science
Online Access:	http://shdl.mmu.edu.my/2499/

Similar Items

Stabilization of sequential learning neural network in sonar target classification via a novel approach
by: Lim, , WS, et al.
Published: (2005)

Probabilistic ensemble simplified fuzzy ARTMAP for sonar target differentiation
by: Loo, Chu Kiong, et al.
Published: (2006)

Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP
by: Loo, C.K., et al.
Published: (2005)

Mobile robot path planning using hybrid genetic algorithm and traversability vectors method
by: Loo, , CK, et al.
Published: (2004)

Novel Direct and Self-Regulating Approaches to Determine Optimum Growing Multi-Experts Network Structure
by: Loo, C.K., et al.
Published: (2004)

Solving Unit Commitment Problem Using Hybrid Particle Swarm Optimization
by: Ting, Tiew-On, et al.
Published: (2003)

Autonomous and deterministic clustering for evidence-theoretic classifier
by: Poh, , Chen Li, et al.
Published: (2006)

An adaptive fuzzy min-max conflict-resolving classifier
by: Tan, , Shing Chiang, et al.
Published: (2006)

Competitive approaches to PSO algorithms via new acceleration co-efficient variant with mutation operators
by: Arumugam, , MS, et al.
Published: (2005)

Global sonar localization in a dynamic environment using preprocessed feedforward neural network
by: Lim, W. S., et al.
Published: (2008)

A composite signal subspace speech classifier
by: TAN, A, et al.
Published: (2007)

A Bayesian approach to classify conference papers
by: Khor, , Kok-Chin, et al.
Published: (2006)

Identifying And Classifying Unknown Words In Malay Texts.
by: Bali, Ranaivo-Malançon, et al.
Published: (2007)

Robust Signal Subspace Speech Classifier
by: Tan, Alan W. C., et al.
Published: (2007)

Design and implementation of a power quality disturbance classifier: An Al approach
by: Reaz, , M. B. I, et al.
Published: (2006)

Enhanced Distributed Learning Classifier System For Simulated Mobile Robot Behaviours
by: Baneamoon, Saeed Mohammed Saeed
Published: (2010)

Nearest neighbourhood classifiers in a bimodal biometric verification system fusion decision scheme
by: Teoh,, A, et al.
Published: (2004)

A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm
by: Tan, Shing Chiang, et al.
Published: (2008)

Theoretic evidence k-nearest neighbourhood classifiers in a bimodal biometric verification system
by: Jin, , ATB, et al.
Published: (2003)

Fusion Of Global Shape And Local Features Using Multi Classifier Framework For Object Class Recognition
by: Manshor, Noridayu
Published: (2013)

On the improved performances of the particle swarm optimization algorithms with adaptive parameters, cross-over operators and root mean square (RMS) variants for computing optimal control of a class of hybrid systems
by: Arumugam, M. Senthil, et al.
Published: (2008)

Robust incremental growing multi-experts network
by: LOO, C, et al.
Published: (2006)

A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection
by: Khor, Kok Chin, et al.
Published: (2012)

Implementation of evolutionary active force control in a 5-link biped robot
by: Kwek,, LC, et al.
Published: (2005)

Real time actions and gestures as intuitive user interface for creative 3D modeling
by: Looi, N.K., et al.
Published: (2005)

Fuzzy ARTMAP dynamic decay adjustment: An improved fuzzy ARTMAP model with a conflict resolving facility
by: Tan, Shing Chiang, et al.
Published: (2008)

Improving the performance of two-state mental task brain-computer interface design using linear discriminant classifier
by: Palaniappan, , R, et al.
Published: (2005)

A Hybrid Intelligent Active Force Controller for Articulated Robot Arms Using Dynamic Structure Neural Network
by: Loo, Chu Kiong, et al.
Published: (2004)

Expert System for Power Quality Disturbance Classifier
by: Ibne Reaz, Mamun, et al.
Published: (2007)

Performance of an ant colony optimization (ACO) algorithm on the dynamic load-balanced clustering problem in ad hoc networks
by: Ho, , CK, et al.
Published: (2005)

Scale-space texture classification using combined classifiers
by: Gangeh, Metirdad J., et al.
Published: (2007)

Autonomous and deterministic probabilistic neural network using global k-means
by: Chang, Roy Kwang Yang, et al.
Published: (2006)

An ant colony optimization approach to the degree-constrained minimum spanning tree problem
by: Ewe, HT, et al.
Published: (2005)

Artificial Bee Colony With Differential Evolution Algorithm For Feature Extraction And Selection Of Mass Spectrometry Data
by: Mohamed Yusoff, Syarifah Adilah
Published: (2016)

The Effect of Sub-Sampling in Scale Space Texture Classification Using Combined Classifiers
by: Gangeh, M. J., et al.
Published: (2007)

E-Learning as computer games: Designing immersive and experiential learning
by: Siang, , AC, et al.
Published: (2004)

Quantitative image morphology
by: Sagar, , BSD, et al.
Published: (2003)

Prototyping of Wavelet Transform, Artificial Neural Network and Fuzzy Logic for Power Quality Disturbance Classifier
by: Reaz, M. B. I., et al.
Published: (2007)

New hybrid genetic operators for real coded genetic algorithm to compute optimal control of a class of hybrid systems
by: ARUMUGAM, M, et al.
Published: (2005)

Design and development of network intrusion detection system detection scheme on network processing unit
by: Robin Salim,, et al.
Published: (2006)