An incremental LMS network with reduced communication delay
Successful implementation of incremental adaptive networks requires that the sampling
speed of the network be faster than the time between two consecutive measurements taken
by nodes. This issue affects the performance of incremental based algorithm in networks
with large number of nodes as well as non-stationary environments. In this paper, we
introduce a modified incremental least mean-square (ILMS) algorithm that resolves this
problem. In the proposed algorithm, every node updates its local estimate when the …
speed of the network be faster than the time between two consecutive measurements taken
by nodes. This issue affects the performance of incremental based algorithm in networks
with large number of nodes as well as non-stationary environments. In this paper, we
introduce a modified incremental least mean-square (ILMS) algorithm that resolves this
problem. In the proposed algorithm, every node updates its local estimate when the …
[CITATION][C] An incremental LMS network with reduced communication delay. Signal, Image and Video Processing, 10 (4): 769-775
A Rastegarnia, A Khalili, WM Bazzi, S Sanei - 2016
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