Giannakis, Georgios B.; Ling, Qing; Mateos, Gonzalo; Schizas, Ioannis D.; Zhu, Hao Decentralized learning for wireless communications and networking. (English) Zbl 1420.68168 Glowinski, Roland (ed.) et al., Splitting methods in communication and imaging, science, and engineering. Scientific Computation. Cham: Springer. 461-497 (2016). MSC: 68T05 68W15 PDFBibTeX XMLCite \textit{G. B. Giannakis} et al., in: Splitting methods in communication and imaging, science, and engineering. Cham: Springer. 461--497 (2016; Zbl 1420.68168) Full Text: DOI arXiv
Schizas, Ioannis D.; Giannakis, Georgios B. Covariance eigenvector sparsity for compression and denoising. (English) Zbl 1393.94711 IEEE Trans. Signal Process. 60, No. 5, 2408-2421 (2012). MSC: 94A20 94A12 65F15 68P30 PDFBibTeX XMLCite \textit{I. D. Schizas} and \textit{G. B. Giannakis}, IEEE Trans. Signal Process. 60, No. 5, 2408--2421 (2012; Zbl 1393.94711) Full Text: DOI arXiv
Mateos, Gonzalo; Schizas, Ioannis D.; Giannakis, Georgios B. Distributed recursive least-squares for consensus-based in-network adaptive estimation. (English) Zbl 1392.94332 IEEE Trans. Signal Process. 57, No. 11, 4583-4588 (2009). MSC: 94A12 PDFBibTeX XMLCite \textit{G. Mateos} et al., IEEE Trans. Signal Process. 57, No. 11, 4583--4588 (2009; Zbl 1392.94332) Full Text: DOI
Zhu, Hao; Schizas, Ioannis D.; Giannakis, Georgios B. Power-efficient dimensionality reduction for distributed channel-aware Kalman tracking using WSNs. (English) Zbl 1391.94480 IEEE Trans. Signal Process. 57, No. 8, 3193-3207 (2009). MSC: 94A12 PDFBibTeX XMLCite \textit{H. Zhu} et al., IEEE Trans. Signal Process. 57, No. 8, 3193--3207 (2009; Zbl 1391.94480) Full Text: DOI
Schizas, Ioannis D.; Mateos, Gonzalo; Giannakis, Georgios B. Distributed LMS for consensus-based in-network adaptive processing. (English) Zbl 1391.94387 IEEE Trans. Signal Process. 57, No. 6, 2365-2382 (2009). MSC: 94A12 PDFBibTeX XMLCite \textit{I. D. Schizas} et al., IEEE Trans. Signal Process. 57, No. 6, 2365--2382 (2009; Zbl 1391.94387) Full Text: DOI
Mateos, Gonzalo; Schizas, Ioannis D.; Giannakis, Georgios B. Performance analysis of the consensus-based distributed LMS algorithm. (English) Zbl 1192.94055 EURASIP J. Adv. Signal Process. 2009, Article ID 981030, 19 p. (2009). MSC: 94A12 94-04 90B18 PDFBibTeX XMLCite \textit{G. Mateos} et al., EURASIP J. Adv. Signal Process. 2009, Article ID 981030, 19 p. (2009; Zbl 1192.94055) Full Text: DOI
Schizas, Ioannis D.; Giannakis, Georgios B.; Roumeliotis, Stergios I.; Ribeiro, Alejandro Consensus in ad hoc WSNs with noisy links. II: Distributed estimation and smoothing of random signals. (English) Zbl 1390.94394 IEEE Trans. Signal Process. 56, No. 4, 1650-1666 (2008). MSC: 94A12 68M14 94A05 62H12 62M09 PDFBibTeX XMLCite \textit{I. D. Schizas} et al., IEEE Trans. Signal Process. 56, No. 4, 1650--1666 (2008; Zbl 1390.94394) Full Text: DOI
Schizas, Ioannis D.; Ribeiro, Alejandro; Giannakis, Georgios B. Consensus in ad hoc WSNs with noisy links. I: Distributed estimation of deterministic signals. (English) Zbl 1390.94395 IEEE Trans. Signal Process. 56, No. 1, 350-364 (2008). MSC: 94A12 68M14 94A05 62H12 62M09 PDFBibTeX XMLCite \textit{I. D. Schizas} et al., IEEE Trans. Signal Process. 56, No. 1, 350--364 (2008; Zbl 1390.94395) Full Text: DOI
Schizas, Ioannis D.; Giannakis, Georgios B.; Jindal, Nihar Distortion-rate bounds for distributed estimation using wireless sensor networks. (English) Zbl 1184.94133 EURASIP J. Adv. Signal Process. 2008, Article ID 748605, 12 p. (2008). MSC: 94A12 93E10 PDFBibTeX XMLCite \textit{I. D. Schizas} et al., EURASIP J. Adv. Signal Process. 2008, Article ID 748605, 12 p. (2008; Zbl 1184.94133) Full Text: DOI
Schizas, Ioannis D.; Giannakis, Georgios B.; Luo, Zhi-Quan Distributed estimation using reduced-dimensionality sensor observations. (English) Zbl 1390.94393 IEEE Trans. Signal Process. 55, No. 8, 4284-4299 (2007). MSC: 94A12 62M09 PDFBibTeX XMLCite \textit{I. D. Schizas} et al., IEEE Trans. Signal Process. 55, No. 8, 4284--4299 (2007; Zbl 1390.94393) Full Text: DOI
Schizas, Ioannis D.; Ribeiro, Alejandro; Giannakis, Georgios B. Dimensionality reduction, compression and quantization for distributed estimation with wireless sensor networks. (English) Zbl 1129.68098 Agrawal, Prathima (ed.) et al., Wirelesse communications. Invited papers based on the presentations at the IMA summer school program on wireless communications, University of Minnesota, June 22 – July 1, 2005. New York, NY: Springer (ISBN 0-387-37269-5/hbk). The IMA Volumes in Mathematics and its Applications 143, 259-296 (2007). MSC: 68W15 62G05 68P30 90B15 PDFBibTeX XMLCite \textit{I. D. Schizas} et al., IMA Vol. Math. Appl. 143, 259--296 (2007; Zbl 1129.68098)