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2010

1.   P. M. Djuric and J. Miguez, “Assessment of Nonlinear Dynamic Models by Kolmogorov–Smirnov Statistics,” IEEE Trans. Signal Process., vol. 58, no. 10, pp. 5069–5079, Oct. 2010.

2.   J. Miguez, “Analysis of a Sequential Monte Carlo Method for Optimization in Dynamical Systems,” Signal Processing, vol. 90, no. 5, pp. 1609–1622, May 2010.

3.   M. Fresia, F. Perez-Cruz, H. V. Poor, and S. Verdu, “Joint Source and Channel Coding,” IEEE Signal Process. Mag., vol. 27, no. 6, pp. 104–113, Nov. 2010.

4.   F. Perez-Cruz, M. R. D. Rodrigues, and S. Verdu, “MIMO Gaussian Channels With Arbitrary Inputs: Optimal Precoding and Power Allocation,” IEEE Trans. Inf. Theory, vol. 56, no. 3, pp. 1070–1084, Mar. 2010.

5.   L. Martino and J. Miguez, “Generalized Rejection Sampling Schemes and Applications in Signal Processing,” Signal Processing, vol. 90, no. 11, pp. 2981–2995, Nov. 2010.

6.   F. Perez-Cruz and S. R. Kulkarni, “Robust and Low Complexity Distributed Kernel Least Squares Learning in Sensor Networks,” IEEE Signal Process. Lett., vol. 17, no. 4, pp. 355–358, Apr. 2010.

7.   P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Joint Nonlinear Channel Equalization and Soft LDPC Decoding with Gaussian Processes,” IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1183–1192, Mar. 2010.

8.   J. J. Murillo-Fuentes and R. Boloix-Tortosa. Strict Separability and Identifiability of a Class of ICA Models. IEEE Signal Processing Letters, Vol.  17, N. 3, pp. 285 – 288. 2010.

2011

9.   P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Tree-Structured Expectation Propagation for Decoding Finite-Length LDPC Codes,” IEEE Commun. Lett., vol. 15, no. 2, pp. 235–237, Feb. 2011.

10.   R. Santiago-Mozos, F. Perez-Cruz, and A. Artés-Rodríguez, “Extended Input Space Support Vector Machine,” IEEE Trans. Neural Netw., vol. 22, no. 1, pp. 158–163, Jan. 2011.

11.   L. Martino and J. Miguez, “A Generalization of the Adaptive Rejection Sampling Algorithm,” Stat. Comput., vol. 21, no. 4, pp. 633–647, Aug. 2011.

12.   M. A. Vazquez and J. Miguez, “A Per-Survivor Processing Receiver for MIMO Transmission Systems With One Unknown Channel Order Per Output,” IEEE Trans. Veh. Technol., vol. 60, no. 9, pp. 4415–4426, Nov. 2011.

13.   D. Tuia, J. Verrelst, L. Alonso, F. Perez-Cruz, and G. Camps-Valls, “Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation,” IEEE Geosci. Remote Sens. Lett., vol. 8, no. 4, pp. 804–808, Jul. 2011.

14.   J. Plata-Chaves and M. Lazaro, “Closed-Form Error Exponent for the Neyman–Pearson Fusion of Dependent Local Decisions in a One-Dimensional Sensor Network,” IEEE Trans. Signal Process., vol. 59, no. 3, pp. 1239–1254, Mar. 2011.

15.   M. M. Asheghan, J. Miguez, M. T. Hamidi-Beheshti, and M. S. Tavazoei, “Robust Outer Synchronization between two Complex Networks with Fractional Order Dynamics,” Chaos, vol. 21, no. 3, p. 033121, Sep. 2011.

16.   Francisco J. Simois, José I. Acha A New Algorithm for Real Data Convolutions with j-Circulants. IEEE Signal Processing Letters, Vol. 18, No. 11, pp. 655-658, Dec. 2011.

2012

17.   L. Salamanca, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Bayesian Equalization for LDPC Channel Decoding,” IEEE Trans. Signal Process., vol. 60, no. 5, pp. 2672–2676, May 2012.

18.   D. Luengo and L. Martino, “Efficient Random Variable Generation: Ratio of Uniforms and Polar Rejection Sampling,” Electron. Lett., vol. 48, no. 6, pp. 326–327, Mar. 2012.

19.   J. M. Leiva-Murillo and A. Artés-Rodríguez, “Information-Theoretic Linear Feature Extraction Based on Kernel Density Estimators: A Review,” IEEE Trans. Syst. Man, Cybern. Part C (Applications Rev., vol. 42, no. 6, pp. 1180–1189, Nov. 2012.

20.   D. Luengo, S. Monzon, and A. Artés-Rodríguez, “Novel Fast Random Search Clustering Algorithm for Mixing Matrix Identification in MIMO Linear Blind Inverse Problems with Sparse Inputs,” Neurocomputing, vol. 87, pp. 62–78, Jun. 2012.

21.   J. M. Leiva-Murillo and A. Artés-Rodríguez, “Algorithms for Maximum-Likelihood Bandwidth Selection in Kernel Density Estimators,” Pattern Recognit. Lett., vol. 33, no. 13, pp. 1717–1724, Oct. 2012.

22.   P. M. Olmos, L. Salamanca, J. J. Murillo-Fuentes, and F. Perez-Cruz, “On the Design of LDPC-Convolutional Ensembles Using the TEP Decoder,” IEEE Commun. Lett., vol. 16, no. 5, pp. 726–729, May 2012.

23.   K. Achutegui, J. Miguez, J. Rodas, and C. J. Escudero, “A Multi-Model Sequential Monte Carlo Methodology for Indoor Tracking: Algorithms and Experimental Results,” Signal Processing, vol. 92, no. 11, pp. 2594–2613, Nov. 2012.

24.   L. Martino, D. Luengo, and J. Miguez, “Efficient Sampling from Truncated Bivariate Gaussians via Box-Muller Transformation,” Electron. Lett., vol. 48, no. 24, pp. 1533–1534, Nov. 2012.

25.   C. S. Maiz, E. M. Molanes-Lopez, J. Miguez, and P. M. Djuric, “A Particle Filtering Scheme for Processing Time Series Corrupted by Outliers,” IEEE Trans. Signal Process., vol. 60, no. 9, pp. 4611–4627, Sep. 2012.

26.   L. Martino, V. P. Del Olmo, and J. Read, “A Multi-Point Metropolis Scheme with Generic Weight Functions,” Stat. Probab. Lett., vol. 82, no. 7, pp. 1445–1453, Jul. 2012.

27.   D. Luengo and L. Martino, “Almost rejectionless sampling from Nakagami-m distributions (m≥1),” Electron. Lett., vol. 48, no. 24, pp. 1559–1561, Nov. 2012.

28.   Eva Arias de Reyna, Umberto Mengali. A maximum likelihood UWB localization algorithm exploiting knowledge of the service area layout. Wireless Personal Communications.­ May 2012. DOI 10.1007/s11277-012-0642-2.

29.   Francisco J. Simois, Juan José Murillo-Fuentes, Rafael Boloix Tortosa, Luis Salamanca Miño. Near the Cramér-Rao Bound Precoding Algorithms for OFDM Blind Channel Estimation. IEEE Transactions on Vehicular Technology, Vol. 61, No. 2, Pp 651-661, 2012.

30.   Francisco J. Simois, José I. Acha.­ Efficient real data filtering using complex-input discrete Fourier transforms. Signal Processing. Vol. 92, No. 4, Pp. 1132-1136, Apr 2012.

31.   G. Raybon, A. Adamiecki, P. J. Winzer, S. Randell, L. Salamanca, et al, “High Symbol Rate Coherent Optical Transmission Systems: 80 and 107 Gbaud,” Journal of Lightwave Technology, vol. 32, no. 4, pp. 824-831, Nov. 2013.

2013

32.   L. Martino and J. Read, “On the Flexibility of the Design of Multiple Try Metropolis Schemes,” Comput. Stat., vol. 28, no. 6, pp. 2797–2823, Jul. 2013.

33.   T. Koch and A. Lapidoth, “At Low SNR, Asymmetric Quantizers are Better,” IEEE Trans. Inf. Theory, vol. 59, no. 9, pp. 5421–5445, Sep. 2013.

34.   T. Koch and G. Kramer, “On Noncoherent Fading Relay Channels at High Signal-to-Noise Ratio,” IEEE Trans. Inf. Theory, vol. 59, no. 4, pp. 2221–2241, Apr. 2013.

35.   M. M. Asheghan and J. Miguez, “Robust Global Synchronization of two Complex Dynamical Networks,” Chaos, vol. 23, no. 2, p. 023108, Jun. 2013.

36.   M. A. Vazquez and J. Miguez, “User Activity Tracking in DS-CDMA Systems,” IEEE Trans. Veh. Technol., vol. 62, no. 7, pp. 3188–3203, Sep. 2013.

37.   L. Salamanca, P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC,” IEEE Trans. Commun., vol. 61, no. 2, pp. 465–473, Feb. 2013.

38.   R. Santiago-Mozos, F. Perez-Cruz, M. Madden, and A. Artés-Rodríguez, “An Automated Screening System for Tuberculosis,” IEEE J. Biomed. Heal. informatics, vol. PP, no. 99, p. 1, Oct. 2013.

39.   J. M. Leiva-Murillo, L. Gomez-Chova, and G. Camps-Valls, “Multitask Remote Sensing Data Classification,” IEEE Trans. Geosci. Remote Sens., vol. 51, no. 1, pp. 151–161, Jan. 2013.

40.   P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Tree-Structure Expectation Propagation for LDPC Decoding Over the BEC,” IEEE Trans. Inf. Theory, vol. 59, no. 6, pp. 3354–3377, Jun. 2013.

41.   J. Read, C. Bielza, and P. Larranaga, “Multi-Dimensional Classification with Super-Classes,” IEEE Trans. Knowl. Data Eng., vol. PP, no. 99, pp. 1–1, 2013.

42.   J. Miguez, D. Crisan, and P. M. Djuric, “On the Convergence of Two Sequential Monte Carlo Methods for Maximum a Posteriori Sequence Estimation and Stochastic Global Optimization,” Stat. Comput., vol. 23, no. 1, pp. 91–107, Jan. 2013.

43.   I. Valera, B. Sieskul, and J. Miguez, “On the Maximum Likelihood Estimation of the ToA Under an Imperfect Path Loss Exponent,” EURASIP J. Wirel. Commun. Netw., vol. 2013, no. 1, p. 158, Jun. 2013.

44.   L. Salamanca, P. M. Olmos, F. Perez-Cruz, and J. J. Murillo-Fuentes, “Tree-Structured Expectation Propagation for LDPC Decoding over BMS Channels,” IEEE Trans. Commun., vol. 61, no. 10, pp. 4086–4095, Oct. 2013.

45.   Á. M. Bravo-Santos, “Polar Codes for Gaussian Degraded Relay Channels,” IEEE Commun. Lett., vol. 17, no. 2, pp. 365–368, Feb. 2013.

46.   F. Perez-Cruz, S. Van Vaerenbergh, J. J. Murillo-Fuentes, M. Lazaro-Gredilla, and I. Santamaria, “Gaussian Processes for Nonlinear Signal Processing: An Overview of Recent Advances,” IEEE Signal Process. Mag., vol. 30, no. 4, pp. 40–50, Jul. 2013.

47.   M. A. Álvarez, D. Luengo, N. D. Lawrence, “Linear Latent Force Models using Gaussian Processes”, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 35, no 11, pp. 2693-2705, Nov. 2013.

48.   Eva Arias de Reyna and Djuric, P.  Indoor localization with range-based measurements and little prior information. IEEE Sensors Journal. 2013

49.   Eva Arias de Reyna. A Cooperative Localization Algorithm for UWB Indoor Sensor Networks. Wireless Personal Communications. September 2013, Volume 72, Issue 1, pp 85-99.