Steady-state Performance of Incremental LMS Strategies For Parameter Estimation Over Fading Wireless Channels
نویسندگان
چکیده
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 steadystate performance metrics, including the mean-square deviation (MSD), excess mean-square error (EMSE), and mean-square error (MSE). We obtain the sufficient conditions to ensure meansquare convergence, and verify our results through simulations. Simulation results show that our theoretical analysis closely matches the actual steady state performance.
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ورودعنوان ژورنال:
- CoRR
دوره abs/1508.02108 شماره
صفحات -
تاریخ انتشار 2015