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R. López-Valcarce and Pagès-Zamora, A., Expectation–maximisation based distributed estimation in sensor networks, in Data Fusion in Wireless Sensor Networks: A statistical signal processing perspective, London, UK: The Institution of Engineering and Technology (IET), 2019, pp. 201-230.
R. López-Valcarce and Romero, D., Defending Surveillance Sensor Networks Against Data-Injection Attacks via Trusted Nodes, in European Signal Processing Conference (EUSIPCO), Kos Island, Greece, 2017.PDF icon DefendingKos_v2.pdf (318.01 KB)
R. López-Valcarce and 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.PDF icon AttackDesignWSNv2.pdf (304.21 KB)
R. López-Valcarce, Romero, D., Sala, J., and Pagès-Zamora, A., Distributed multivariate regression with unknown noise covariance in the presence of outliers: a minimum description length approach, in IEEE Workshop on Statistical Signal Processing (SSP), Palma de Mallorca, Spain, 2016.PDF icon distributedmultivariate_v2.pdf (295 KB)
R. López-Valcarce and Sala, J., Low-rank data matrix recovery with missing values and faulty sensors, in European Signal Processing Conference (EUSIPCO), A Coruña, Spain, 2019.PDF icon lowrankapprox.pdf (262.99 KB)
R. López-Valcarce, Pereira, S. Silva, and Pagès-Zamora, A., Distributed Total Least Squares Estimation over Networks, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, 2014.PDF icon icassp2014.pdf (345.91 KB)
R. López-Valcarce and Romero, D., Attack detectors for data aggregation in clustered sensor networks, in European Signal Processing Conf. (EUSIPCO), Nice, France, 2015, pp. 2098-2102.PDF icon attack_detection.pdf (353.81 KB)
P
A. Pagès-Zamora, Giannakis, G., López-Valcarce, R., and Gimenez-Febrer, P., Robust clustering of data collected via crowdsourcing, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, 2017, pp. 4014 - 4018.PDF icon 20160908114915_548170_1427.pdf (385.63 KB)
S. Silva Pereira, Pagès-Zamora, A., and López-Valcarce, R., A Diffusion-based distributed EM algorithm for density estimation in wireless sensor networks, in Int. Conf. Acoust., Speech, Signal Process. (ICASSP), 2013.PDF icon ssp_apz_rlv_final.pdf (482.6 KB)
S. Silva Pereira, López-Valcarce, R., and Pagès-Zamora, A., Parameter estimation in wireless sensor networks with faulty transducers: A distributed EM approach, Signal Processing, vol. 144, pp. 226-237, 2018.
S. Silva Pereira, López-Valcarce, R., and Pagès-Zamora, A., A Diffusion-Based EM Algorithm for Distributed Estimation in Unreliable Sensor Networks, IEEE Signal Processing Letters, vol. 20, no. 6, pp. 595-598, 2013.PDF icon double.pdf (302.27 KB)
S. Silva Pereira, Pagès-Zamora, A., and López-Valcarce, R., Distributed TLS Estimation under Random Data Faults, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, 2015.PDF icon SSP_APZ_RLV.pdf (244.73 KB)