Impact of Initialization on Gradient Descent Method in Localization Using Received Signal Strength

• Published in: ITM Web of Conferences Vol. 27; p. 1003
• Main Authors: Hijazi, Hussein, Kandil, Nahi, Zaarour, Nour, Hakem, Nadir
• Format: Journal Article Conference Proceeding
• Language: English
• Published: Les Ulis EDP Sciences 2019
• Subjects: Localization; Optimization; Signal strength

In this article we present a localization technique based on received signal strength (RSS) combined with the gradient descent optimization method. The goal of this article is to show the importance of gradient descent in localization domain over the trilateration technique, and that by reducing the...