Beyond Stochastic Gradient Descent for Matrix Completion Based Indoor Localization

Wafa Njima (1, 2) , Rafik Zayani (2) , Iness Ahriz (2) , Michel Terre (2) , Ridha Bouallegue (1)

1 Université de Carthage - University of Carthage
2 CEDRIC - LAETITIA - CEDRIC. Traitement du signal et architectures électroniques

Keywords: matrix completion; indoor localization; Gradient descent; trilateration; root mean square propagation; Nesterov accelerated gradient; Adadelta; adaptative gradient; adaptative moment estimation

Domains: Computer Science [cs]

Wafa Njima, Rafik Zayani, Iness Ahriz, Michel Terre, Ridha Bouallegue. Beyond Stochastic Gradient Descent for Matrix Completion Based Indoor Localization. Applied Sciences, 2019, 9 (12), pp.2414. ⟨10.3390/app9122414⟩. ⟨hal-02445622⟩