The least mean square (LMS) algorithm is widely

used in acoustic noise cancellation (ANC). Impulsive noise is an

important feature in the ANC application that have paid special

attention, recently. Due ...

Spectrum sensing is a significant issue in cognitive radio networks which enables estimation of the frequency spectrum

and hence provides frequency reuse. In the large-scale cognitive radio networks, secondary users ...

Adaptive networks solve distributed optimization problems in which all agents of

the network are interested to collaborate with their neighbors to learn a similar

task. Collaboration is useful when all agents ...

In this paper, we investigate the transient performance of the proposed distributed multitask learning

algorithm that is developed based on maximum correntropy criterion. In the first stage, we derive the

proposed ...

Recently, adaptation, optimization and learning over

multitask networks with ideal communication links have been

investigated in the literature. However, in real-life applications,

the communication ...

الگوریتم وفقی کمینه میانگین مربعات (LMS) به صورت گسترده در سناریوی حذف نویز صوتی مورد استفاده قرار گرفته است. سیگنال های صوتی مانند گفتار معمولا شامل تغییرات ناگهانی هستند که با نویز غیرگوسی و ضربه ای مدل می شوند. از طرف ...

The Gaussian noise profile has been demonstrated

to be an inaccurate model in several antenna beamforming

problems. Many available beamformers are based on secondorder

statistics and their efficiency ...