The internet of things: A survey, Comput. Netw, vol.54, pp.2787-2805, 2010. ,

, , 2018.

Range-based localization in mobile sensor networks, Proceedings of the European Workshop on Wireless Sensor Networks, pp.164-179, 2006. ,

Range free localization techniques in wireless sensor networks: A review, Procedia Comput. Sci, vol.57, pp.7-16, 2015. ,

Distributed and adaptive location identification system for mobile devices, EURASIP J. Adv. Signal Process, p.61, 2018. ,

Understanding GPS: Principles and Applications, 2005. ,

Handling environmental dynamics in indoor WiFi fingerprint localization, Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), pp.1-6, 2016. ,

Multifloor Wi-Fi localization system with floor identification, Int. J. Distrib. Sens. Netw, vol.11, 2015. ,

MIL: A mobile indoor localization scheme based on matrix completion, Proceedings of the IEEE International Conference on Communications (ICC), pp.1-55, 2016. ,

Quality of trilateration: Confidence-based iterative localization, IEEE Trans. Parallel Distrib. Syst, vol.21, pp.631-640, 2010. ,

An algebraic solution to the multilateration problem, Proceedings of the 15th International Conference on Indoor Positioning and Indoor Navigation, p.2012, 2012. ,

3-Dimensional wireless sensor network localization: A review, AIP Conf. Proc. 2016, 080029 ,

Distance measurement and error estimation scheme for RSSI based localization in Wireless Sensor Networks, Proceedings of the 5th IEEE Conference on Wireless Communication and Sensor Networks (WCSN), pp.1-4, 2009. ,

Matrix completion optimization for localization in wireless sensor networks for intelligent IoT, Sensors, vol.16, 2016. ,

Localization in Internet of Things network: Matrix completion approach, Proceedings of the Information Theory and Applications Workshop (ITA), pp.1-4, 2016. ,

Localization of Internet of Things network via Euclidean distance matrix completion, Proceedings of the IEEE/CIC International Conference on Communications in China (ICCC), pp.1-4, 2016. ,

ADMM-Based Sensor Network Localization Using Low-Rank Approximation, IEEE Sens. J, vol.18, pp.8463-8471, 2018. ,

Solving Euclidean distance matrix completion problems via semidefinite programming, Comput. Optim. Appl, vol.12, pp.13-30, 1991. ,

Newton algorithms for Riemannian distance related problems on connected locally symmetric manifolds, IEEE J. Sel. Top. Signal Process, vol.7, pp.634-645, 2013. ,

A singular value thresholding algorithm for matrix completion, SIAM J. Optim, vol.20, pp.1956-1982, 2010. ,

Fast convex optimization algorithms for exact recovery of a corrupted low-rank matrix, Coordinated Science Laboratory Report ,

The augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices ,

Wireless Sensor Network Localization via Matrix Completion Based on Bregman Divergence, Sensors, vol.18, 2018. ,

Noise-tolerant wireless sensor networks localization via multinorms regularized matrix completion, IEEE Trans. Veh. Technol, vol.67, pp.2409-2419, 2018. ,

CVX: Matlab Software for Disciplined Convex Programming, 2008. ,

Accurate localization of multiple sources using semidefinite programming based on incomplete range matrix, IEEE Sens. J, vol.16, pp.5319-5324, 2016. ,

Joint localization of multiple sources from incomplete noisy Euclidean distance matrix in wireless networks, Comput. Commun, vol.122, pp.20-29, 2018. ,

Unimodality-Constrained Matrix Factorization for Non-Parametric Source Localization, IEEE Trans. Signal Process, vol.67, 2019. ,

Localization of IoT Networks Via Low-Rank Matrix Completion, IEEE Trans. Commun, 2019. ,

Localization from Incomplete Euclidean Distance Matrix: Performance Analysis for the SVD-MDS Approach, IEEE Trans. Signal Proces, vol.67, 2019. ,

Multidimensional scaling of similarity, Psychometrika, vol.30, pp.379-393, 1965. ,

Path-loss and shadowing (large-scale fading). Nat. Taiwan Univ, 2011. ,

Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization. SIAM Rev, vol.52, pp.471-501, 2010. ,

Exact matrix completion via convex optimization, Found. Comput. Math, vol.9, p.717, 2009. ,

Adaptive subgradient methods for online learning and stochastic optimization, J. Mach. Learn. Res, vol.12, pp.2121-2159, 2011. ,

An overview of gradient descent optimization algorithms, 2016. ,

On the importance of initialization and momentum in deep learning, Proceedings of the International Conference on Machine Learning, pp.1139-1147, 2013. ,

Comparison of TDNN training algorithms in brain machine interfaces, Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN'05), pp.2459-2462, 2005. ,

Neural networks for machine learning lecture 6a overview of mini-batch gradient descent, vol.14, p.31, 2012. ,

, A method for stochastic optimization. arXiv, 2014.

STCDG: An efficient data gathering algorithm based on matrix completion for wireless sensor networks, IEEE Trans. Wirel. Commun, vol.12, pp.850-861, 2013. ,

Recover corrupted data in sensor networks: A matrix completion solution, IEEE Trans. Mob. Comput, vol.16, pp.1434-1448, 2017. ,

Gaussian elimination is not optimal, Numer. Math, vol.13, pp.354-356, 1969. ,

Algorithmique I-Cours et Travaux Dirigés L3 ,

, , 2009.

On the Newton method for the matrix p th root, SIAM J. Matrix Anal. Appl, vol.28, pp.503-523, 2006. ,

, This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license, Licensee MDPI