Tracking performance of incremental LMS algorithm over adaptive distributed sensor networks | ||
| Journal of Communication Engineering | ||
| مقاله 5، دوره 4، شماره 1 - شماره پیاپی 8، فروردین 2015، صفحه 55-66 اصل مقاله (453.66 K) | ||
| شناسه دیجیتال (DOI): 10.22070/jce.2016.325 | ||
| نویسندگان | ||
| Mehdi Chehel Amirani؛ Changiz Ghobadi؛ Javad Nourinia؛ ehsan mostafapour* | ||
| Urmia university | ||
| چکیده | ||
| in this paper we focus on the tracking performance of incremental adaptive LMS algorithm in an adaptive network. For this reason we consider the unknown weight vector to be a time varying sequence. First we analyze the performance of network in tracking a time varying weight vector and then we explain the estimation of Rayleigh fading channel through a random walk model. Closed form relations are derived for MSE, MSD and EMSE of analyzed network in tracking Rayleigh fading channel and random walk model. Comparison between theoretical and simulation results shows a perfect match and verifies performed calculations. | ||
| کلیدواژهها | ||
| distributed estimation؛ incremental strategies؛ non؛ stationary environment؛ Rayleigh fading | ||
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آمار تعداد مشاهده مقاله: 867 تعداد دریافت فایل اصل مقاله: 787 |
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