Adaptive signal processing
Adaptive algorithms and stochastic approximations
Adaptive algorithms and stochastic approximations
Independent component analysis, a new concept?
Signal Processing - Special issue on higher order statistics
Adaptive filter theory (3rd ed.)
Adaptive filter theory (3rd ed.)
Independent component analysis by general nonlinear Hebbian-like learning rules
Signal Processing - Special issue on neural networks
On gradient adaptation with unit-norm constraints
IEEE Transactions on Signal Processing
Neural networks for blind decorrelation of signals
IEEE Transactions on Signal Processing
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In this letter we propose a simple adaptive algorithm which solves the unit-norm constrained optimization problem. Instead of conventional parameter norm based normalization, the proposed algorithm incorporates single parameter normalization which is computationally much simpler. The simulation results illustrate that the proposed algorithm performs as good as conventional ones while being computationally simpler.