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Publications: Books and Book Chapters


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Books

2017

1.

K. Slavakis, S.-J. Kim, G. Mateos, and G. B. Giannakis, Modeling and Optimization for Big Data Analytics, Foundations and Trends in Signal Processing, Y. Eldar, EiC, 2017.


2.

G. Mateos and G. B. Giannakis, Robust learning via sparsity in residuals: A universal approach to coping with outliers, Foundations and Trends in Signal Processing, Y. Eldar, EiC, 2017.


2008

3.

G. B. Giannakis and L. Yang, Ultra-Wideband Wireless Communications, Cambridge University Press, (to appear), 2008.


2007

4.

G. B. Giannakis, Z. Liu, X. Ma, and S. Zhou, Space-Time Coding for Broadband Wireless Communications, John Wiley & Sons, Inc, January 2007.


2000

5.

G. B. Giannakis, Y. Hua, P. Stoica, and L. Tong, Signal Processing Advances in Wireless and Mobile Communications - Volume II, Trends in Single- and Multi-User Systems, Prentice-Hall, September 2000.


6.

G. B. Giannakis, Y. Hua, P. Stoica, and L. Tong, Signal Processing Advances in Wireless and Mobile Communications - Volume I, Trends in Channel Estimation and Equalization, Prentice-Hall, September 2000.


Book Chapters

2017

7.

V. N. Ioannidis, M. Ma, A. Nikolakopoulos, and G. B. Giannakis, "Kernel-based Inference of Functions on Graphs," Adaptive Learning Methods for Nonlinear System Modeling, D, Comminiello and J. Principe Eds., Elsevier, 2017.


8.

V. Kekatos, G. Wang, H. Zhu, and G. B. Giannakis, "PSSE redux: Convex relaxation, decentralized, robust, and dynamic approaches," Advances in Electric Power and Energy; Power Systems Engineering, M. El-Hawary Editor, 2017.


2016

9.

G. B. Giannakis, Q. Ling, G. Mateos, I. D. Schizas, and H. Zhu, "Decentralized Learning for Wireless Communications and Networking," in Splitting Methods in Communication and Imaging, Science and Engineering, R. Glowinski, S. Osher, and W. Yin, Editors, R. Glowinski, S. Osher, and W. Yin, Editors, New York, Springer, 2016.


2015

10.

B. Baingana, P. A. Traganitis, G. Mateos, and G. B. Giannakis, "Big Data analytics for Social Networks," in Graph Analysis for Social Media, I. Pitas, Editor, CRC Press, 2015.


11.

G. Mateos and G. B. Giannakis, "Robust PCA by controlling sparsity in model residuals," in Robust Decomposition in Low Rank and Sparse Matrices and its Applications in Image and Video Processing, T. Bouwmans, E. Zahzah, and N. Aybat, Editors, CRC Press, 2015.


2010

12.

A. G. Marqués, N. Gatsis, and G. B. Giannakis, "Optimal Cross-Layer Design of Wireless Multihop Networks," Cross-Layer Designs in WLAN Systems, N. Zorba, C. Skianis, and C. Verikoukis, Editors, Troubador Publishing, Leicester, UK, 2010.


2007

13.

A. Ribeiro, I. D. Schizas, J.-J. Xiao, G. B. Giannakis, and Z.-Q. Luo, "Distributed Estimation under Bandwidth and Energy Constraints," Wireless Sensor Networks: Signal Processing and Communications Perspectives, pp. 149-184, Chapter 7, A. Swami, Q. Zhao, Y. Hong and L. Tong, Editors, Wiley, October 2007.


2006

14.

X. Ma and G. B. Giannakis, "Communicating over Wireless Doubly-Selective Channels," Space-Time Wireless Systems: From Array Processing to MIMO Communications, H. Boelcskei, D. Gesbert, C. B. Papadias and A.-J. van der Veen Eds., Cambridge University Press, 2006.


15.

Z. Tian and G. B. Giannakis, "Acquisition and Tracking for Ultra-Wideband Radios," Wireless Ultra-Wideband Radio Communications, X. Shen, M. Guizani, R.-C. Qiu, and T. Le-Ngoc Editors, Wiley, 2006.


16.

L. Yang and G. B. Giannakis, "Digital-Carrier Spreading Codes for Baseband UWB Multiple Access," Wireless Ultra-Wideband Radio Communications, X. Shen, M. Guizani, R.-C. Qiu, and T. Le-Ngoc Editors, Wiley, 2006.


17.

I. D. Schizas, A. Ribeiro, and G. B. Giannakis, "Dimensionality Reduction, Compression and Quantization for Distributed Estimation with Wireless Sensor Networks," Wireless Communications, vol. 143, pp. 259-296, P. Agrawal, D. M. Andrews, P. J. Fleming, G. Yin, and L. Zhang, eds., in Mathematics and its Applications, Springer, New York, 2006.


2005

18.

S. Zhou and G. B. Giannakis, "MIMO Communications with Partial Channel State Information," Space-Time Processing for MIMO Communications, A. Gershman and N. Sidiropoulos Eds., Wiley, 2005.


19.

Z. Tian, T. N. Davidson, X. Luo, X. Wu, and G. B. Giannakis, "Ultra-Wideband Pulse-Shaper Design," UWB Wireless Communications, H. Arslan and Y. Chen, Wiley, 2005.


2002

20.

F. Gini, G. B. Giannakis, M. Greco, L. Verrazzani, and G. T. Zhou, "Texture Modeling, Estimation and Validation using Real Sea-Clutter Data," ASI Project, pp. 28-53, E. Dalle Mese Ed, November 2002.


2001

21.

C. Tepedelenlioglu and G. B. Giannakis, "Applications of Filterbanks to Communications," Multirate Systems: Design and Applications, Idea Group Publishing, 2001.


2000

22.

A. Scaglione, G. B. Giannakis, and S. Barbarossa, "Linear Precoding for Estimation and Equalization of Frequency-Selective Channels," Signal Processing Advances in Wireless Communications, volume I, Chapter 9., Prentice-Hall, Inc, 2000.


23.

Z. Wang and G. B. Giannakis, "Block spreading for multipath-resilient generalized multi-carrier CDMA," Signal Processing Advances in Wireless Communications, volume II, Chapter 6., Prentice-Hall, Inc, 2000.


1999

24.

G. B. Giannakis and G. T. Zhou, Statistical Signal Processing: Higher-Order Tools, vol. 20, pp. 492-509, in Encyclopedia of Electrical and Electronics Engineering, John Wiley & Sons, March 1999.


1998

25.

G. B. Giannakis, "Cyclostationary Signal Analysis," Digital Signal Processing Handbook, Chapter in the Statistical Signal Processing Section, V. K. Madisetti, D.Williams, Editors-in-Chief, CRC Press, 1998.


1997

26.

A. Swami, G. B. Giannakis, and G. Zhou, Bibliography on Higher-Order Statistics, vol. 60, no. 1, pp. 65-126, in Signal Processing, Elsevier Science Publ. B.V, July 1997.


27.

G. B. Giannakis and A. Swami, Higher-Order Statistics, Elsevier Science Publ. B.V, 1997.


1996

28.

S. Shamsunder and G. B. Giannakis, "Cyclic and High-Order Sensor Array Processing," Digital Signal Processing Techniques and Applications, vol. 75, pp. 259-300, Ed., C. T. Leondes, Academic Press, 1996.


29.

M. K. Tsatsanis, "Time-Varying System Identification and Channel Equalization using Wavelets and Higher-Order Statistics," Digital Signal Processing Techniques and Applications, Ed., C. T. Leondes, Academic Press, 1996.


1995

30.

G. B. Giannakis, "Trends in Spectral Analysis: Higher-Order and Cyclic Statistics," Digital Signal Processing Technology, vol. CR57, pp. 74-97, P. Papamichalis and R. Kerwin, Eds., Critical Reviews, April 1995.


31.

G. B. Giannakis and G. Zhou, "On amplitude modulated time series, higher-order statistics and cyclostationarity," Higher-Order Statistical Signal Processing and Applications, pp. 179-209, Eds. B. Boashash. E. J. Powers, and A. M. Zoubir, Longman Chesire, Australia, 1995.