The accuracy of cooperative localization can be severely degraded in non-line-of-sight (NLOS) env... more The accuracy of cooperative localization can be severely degraded in non-line-of-sight (NLOS) environments. Although most existing approaches modify models to alleviate NLOS impact, computational speed does not satisfy practical applications. In this paper, we propose a distributed cooperative localization method for wireless sensor networks (WSNs) in NLOS environments. The convex model in the proposed method is based on projection relaxation. This model was designed for situations where prior information on NLOS connections is unavailable. We developed an efficient decomposed formulation for the convex counterpart, and designed a parallel distributed algorithm based on the alternating direction method of multipliers (ADMM), which significantly improves computational speed. To accelerate the convergence rate of local updates, we approached the subproblems via the proximal algorithm and analyzed its computational complexity. Numerical simulation results demonstrate that our approach is superior in processing speed and accuracy to other methods in NLOS scenarios.
... Manuel Sevilla Autores (en orden alfabético) Michael Birebaum Quintero Leonor Convers Oscar H... more ... Manuel Sevilla Autores (en orden alfabético) Michael Birebaum Quintero Leonor Convers Oscar Hernández Salgar Alejandro Martínez Carvajal Carlos Miñana Blasco Juan Sebastián Ochoa Axel Alejandro Rojas Elías Sevilla Casas Manuel Sevilla Héctor Javier Tascón ...
En este documento estuve a cargo del estado del arte sobre músicas de marimba y la formulación de... more En este documento estuve a cargo del estado del arte sobre músicas de marimba y la formulación de línea de investigación sobre historia de las músicas de marimba (Línea 4), además de numerosas contribuciones en el resto de secciones.
The accuracy of cooperative localization can be severely degraded in non-line-of-sight (NLOS) env... more The accuracy of cooperative localization can be severely degraded in non-line-of-sight (NLOS) environments. Although most existing approaches modify models to alleviate NLOS impact, computational speed does not satisfy practical applications. In this paper, we propose a distributed cooperative localization method for wireless sensor networks (WSNs) in NLOS environments. The convex model in the proposed method is based on projection relaxation. This model was designed for situations where prior information on NLOS connections is unavailable. We developed an efficient decomposed formulation for the convex counterpart, and designed a parallel distributed algorithm based on the alternating direction method of multipliers (ADMM), which significantly improves computational speed. To accelerate the convergence rate of local updates, we approached the subproblems via the proximal algorithm and analyzed its computational complexity. Numerical simulation results demonstrate that our approach is superior in processing speed and accuracy to other methods in NLOS scenarios.
... Manuel Sevilla Autores (en orden alfabético) Michael Birebaum Quintero Leonor Convers Oscar H... more ... Manuel Sevilla Autores (en orden alfabético) Michael Birebaum Quintero Leonor Convers Oscar Hernández Salgar Alejandro Martínez Carvajal Carlos Miñana Blasco Juan Sebastián Ochoa Axel Alejandro Rojas Elías Sevilla Casas Manuel Sevilla Héctor Javier Tascón ...
En este documento estuve a cargo del estado del arte sobre músicas de marimba y la formulación de... more En este documento estuve a cargo del estado del arte sobre músicas de marimba y la formulación de línea de investigación sobre historia de las músicas de marimba (Línea 4), además de numerosas contribuciones en el resto de secciones.
Uploads
Papers by Leonor Convers