Quaternion-Valued Adaptive Filtering

ISPAMM - Intelligent Signal Processing and MulitiMedia

ISPAMM - Intelligent Signal Processing and MulitiMedia

Le attività di ricerca del gruppo includono: Machine Learnng for Signal Processing, Adaptive Audio Array Processing, Blind Signal Processing, Audio Processing and Computer Music, Neural Networks for Signal Processing, Optimization Algorithms for Mach

Frequency domain quaternion adaptive filters: Algorithms and convergence performance

Recently, adaptive fltering was extended to quaternion-valued systems. Quaternion-valued algorithms exhibit improved geometrical properties compared with real- and complex-valued algorithms. Moreover, working in the frequency domain allows a fast execution along with a good convergence performance. In this work, we propose three dfferent quaternion-valued adaptive algorithms operating in the frequency domain.

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