Sensing allows us to understand the world we live in. A sensor network is comprised by a large number of small, low-cost, low-power nodes including sensing, data processing and communication components, which are deployed near the phenomenon to be monitored. Applications include health care, structural and environmental monitoring, homeland security, etc. Random or unplanned deployments call for self-organizing networks with the ability to perform distributed data processing. The inherent limitations in computational power and communication range of individual nodes pose significant challenges to the design and development of distributed signal processing algorithms for sensor networks. Some of the problems we have investigated in this area include self-localization, topology control and robust distributed estimation, often in collaboration with other groups such as the Computational Intelligence Group (University of Pisa), the Cognitive Radio Group (University of New Mexico), and the Signal Processing and Communications Group (Universitat Politècnica de Catalunya).

Latest Publications

R. López-Valcarce y Romero, D., «Design of Data-Injection Adversarial Attacks against Spatial Field Detectors», in IEEE Workshop on Statistical Signal Processing (SSP), Palma de Mallorca, Spain, 2016.Icono PDF AttackDesignWSNv2.pdf (304.21 KB)
R. López-Valcarce y Romero, D., «Attack detectors for data aggregation in clustered sensor networks», in European Signal Processing Conf. (EUSIPCO), Nice, France, 2015, pp. 2098-2102.Icono PDF attack_detection.pdf (353.81 KB)
P. Gimenez-Febrer, Pagès-Zamora, A., Pereira, S. Silva, y López-Valcarce, R., «Distributed AoA-based Source Positioning in NLOS with Sensor Networks», in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, 2015.Icono PDF Draft_AOA_NLOS.pdf (511.36 KB)
S. Silva Pereira, Pagès-Zamora, A., y López-Valcarce, R., «Distributed TLS Estimation under Random Data Faults», in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, 2015.Icono PDF SSP_APZ_RLV.pdf (244.73 KB)
F. J. Alvarez y López-Valcarce, R., «Multipath cancellation in broadband acoustic local positioning systems», in IEEE 9th International Symposium on Intelligent Signal Processing (WISP), Siena, Italy, 2015.Icono PDF WISP2015.pdf (368.39 KB)