5 citations · 8 across the 10 of their papers we have counts for
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Variants of Partial Update Augmented CLMS Algorithm and Their Performance Analysis
Vahid Vahidpour, Amir Rastegarnia, Azam Khalili +2
Naturally complex-valued information or those presented in complex domain are effectively processed by an augmented complex least-mean-square (ACLMS) algorithm. In some application…
Partial Diffusion Kalman Filtering
Vahid Vahidpour, Amir Rastegarnia, Azam Khalili +2
In conventional distributed Kalman filtering, employing diffusion strategies, each node transmits its state estimate to all its direct neighbors in each iteration. In this paper we…
Partial-Diffusion Least Mean-Square Estimation Over Networks Under Noisy Information Exchange
Vahid Vadidpour, Amir Rastegarnia, Azam Khalili +1
Partial diffusion scheme is an effective method for reducing computational load and power consumption in adaptive network implementation. The Information is exchanged among the nod…
Steady-state Performance of Incremental LMS Strategies For Parameter Estimation Over Fading Wireless Channels
Azam Khalili, Amir Rastegarnia
We study the effect of fading in the communication channels between nodes on the performance of the incremental least mean square (ILMS) algorithm. We derive steady-state performan…
A Reliability of Measurement Based Algorithm for Adaptive Estimation in Sensor Networks
Wael M. Bazzi, Amir Rastegarnia, Azam Khalili
In this paper we consider the issue of reliability of measurements in distributed adaptive estimation problem. To this aim, we assume a sensor network with different observation no…