Optimization techniques for future cellular systems : Harnessing the gains from higher frequencies, increased spectral efficiency, and densification

Optimization techniques for future cellular systems : Harnessing the gains from higher frequencies, increased spectral efficiency, and densification

[1]  Zhi-Quan Luo,et al.  An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[2]  Mikael Skoglund,et al.  Performance Bounds for Antenna Domain Systems , 2016, ArXiv.

[3]  Wei Yu,et al.  Multi-Cell MIMO Cooperative Networks: A New Look at Interference , 2010, IEEE Journal on Selected Areas in Communications.

[4]  Zhi-Quan Luo,et al.  A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing , 2015, IEEE Signal Processing Magazine.

[5]  Zhongding Lei,et al.  Coordinated Multipoint Transmission with Limited Backhaul Data Transfer , 2013, IEEE Transactions on Wireless Communications.

[6]  A. H. Kayran,et al.  On Feasibility of Interference Alignment in MIMO Interference Networks , 2009, IEEE Transactions on Signal Processing.

[7]  Mikael Skoglund,et al.  Distributed precoding and user selection in MIMO interfering networks , 2015, 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

[8]  Stephen P. Boyd,et al.  Variations and extension of the convex–concave procedure , 2016 .

[9]  Wotao Yin,et al.  A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion , 2013, SIAM J. Imaging Sci..

[10]  Ramon Prieto,et al.  A general solution to the maximization of the multidimensional generalized Rayleigh quotient used in linear discriminant analysis for signal classification , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[11]  Robert W. Heath,et al.  Cooperative Algorithms for MIMO Interference Channels , 2010, IEEE Transactions on Vehicular Technology.

[12]  Leandros Tassiulas,et al.  Joint transmitter receiver diversity for efficient space division multiaccess , 2002, IEEE Trans. Wirel. Commun..

[13]  Emil Björnson,et al.  Optimality Properties, Distributed Strategies, and Measurement-Based Evaluation of Coordinated Multicell OFDMA Transmission , 2011, IEEE Transactions on Signal Processing.

[14]  Klaus Schittkowski,et al.  Sequential Convex Programming Methods , 1995 .

[15]  Carsten Bockelmann,et al.  D 3. 3 Final performance results and consolidated view on the most promising multi -node/multi -antenna transmission technologies , 2015 .

[16]  Zhi-Quan Luo,et al.  A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization , 2012, SIAM J. Optim..

[17]  David Gesbert,et al.  Blind MIMO eigenmode transmission based on the algebraic power method , 2004, IEEE Transactions on Signal Processing.

[18]  Lijun Chen,et al.  Convex-concave procedure for weighted sum-rate maximization in a MIMO interference network , 2014, 2014 IEEE Global Communications Conference.

[19]  Zhi-Quan Luo,et al.  Semidefinite Relaxation of Quadratic Optimization Problems , 2010, IEEE Signal Processing Magazine.

[20]  Mats Bengtsson,et al.  Distributed CSI Acquisition and Coordinated Precoding for TDD Multicell MIMO Systems , 2016, IEEE Transactions on Vehicular Technology.

[21]  Wei Yu,et al.  Content-Centric Sparse Multicast Beamforming for Cache-Enabled Cloud RAN , 2015, IEEE Transactions on Wireless Communications.

[22]  Helmut Bölcskei,et al.  Information-Theoretic Analysis of MIMO Channel Sounding , 2007, IEEE Transactions on Information Theory.

[23]  Robert W. Heath,et al.  On the Overhead of Interference Alignment: Training, Feedback, and Cooperation , 2012, IEEE Transactions on Wireless Communications.

[24]  David G. Luenberger,et al.  Linear and nonlinear programming , 1984 .

[25]  Mikael Skoglund,et al.  Separability and Sum-Rate Maximization in MIMO Interfering Networks , 2016, ArXiv.

[26]  George B. Dantzig,et al.  Decomposition Principle for Linear Programs , 1960 .

[27]  Antti Tölli,et al.  Effective CSI Signaling and Decentralized Beam Coordination in TDD Multi-Cell MIMO Systems , 2013, IEEE Transactions on Signal Processing.

[28]  Ada S. Y. Poon,et al.  Coding the Beams: Improving Beamforming Training in mmWave Communication System , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[29]  Wei Yu,et al.  Iterative water-filling for Gaussian vector multiple-access channels , 2001, IEEE Transactions on Information Theory.

[30]  James Gross,et al.  RRH Clustering and Transmit Precoding for Interference-Limited 5G CRAN Downlink , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

[31]  Wei Yu,et al.  Energy Efficiency of Downlink Transmission Strategies for Cloud Radio Access Networks , 2016, IEEE Journal on Selected Areas in Communications.

[32]  Mikael Skoglund,et al.  Distributed Low-Overhead Schemes for Multi-Stream MIMO Interference Channels , 2015, IEEE Transactions on Signal Processing.

[33]  Robert W. Heath,et al.  Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems , 2014, IEEE Journal of Selected Topics in Signal Processing.

[34]  James V. Krogmeier,et al.  Millimeter Wave Beamforming for Wireless Backhaul and Access in Small Cell Networks , 2013, IEEE Transactions on Communications.

[35]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[36]  André Bourdoux,et al.  Mixed Analog/Digital Beamforming for 60 GHz MIMO Frequency Selective Channels , 2010, 2010 IEEE International Conference on Communications.

[37]  Gerald Matz,et al.  Low Complexity Equalization for Doubly Selective Channels Modeled by a Basis Expansion , 2010, IEEE Transactions on Signal Processing.

[38]  Wataru Domon,et al.  A 500Mbps 60GHz-Band Transceiver for IEEE 1394 Wireless Home Networks , 2000, 2000 30th European Microwave Conference.

[39]  Constantinos B. Papadias,et al.  Interference Alignment: A One-Sided Approach , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[40]  Christopher M. Bishop,et al.  Pattern Recognition and Machine Learning (Information Science and Statistics) , 2006 .

[41]  Mikael Skoglund,et al.  Subspace estimation and decomposition for hybrid analog-digital millimetre-wave MIMO systems , 2015, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[42]  Antonio Frangioni,et al.  About Lagrangian Methods in Integer Optimization , 2005, Ann. Oper. Res..

[43]  Robert W. Heath,et al.  Maximum Sum-Rate Interference Alignment Algorithms for MIMO Channels , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[44]  Tho Le-Ngoc,et al.  Sum-Rate Maximization in the Multicell MIMO Multiple-Access Channel with Interference Coordination , 2014, IEEE Transactions on Wireless Communications.

[45]  Alle-Jan van der Veen,et al.  Analog Beamforming in MIMO Communications With Phase Shift Networks and Online Channel Estimation , 2010, IEEE Transactions on Signal Processing.

[46]  Wei Yu,et al.  Content-Centric Multicast Beamforming in Cache-Enabled Cloud Radio Access Networks , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[47]  Syed Ali Jafar,et al.  Interference Alignment and Degrees of Freedom of the $K$-User Interference Channel , 2008, IEEE Transactions on Information Theory.

[48]  R. Berry,et al.  Minimum Mean Squared Error interference alignment , 2009, 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers.

[49]  Satoshi Nagata,et al.  Coordinated multipoint transmission and reception in LTE-advanced: deployment scenarios and operational challenges , 2012, IEEE Communications Magazine.

[50]  Robert W. Heath,et al.  Is the PHY layer dead? , 2011, IEEE Communications Magazine.

[51]  P. Stoica,et al.  MIMO transmit beamforming under uniform elemental power constraint , 2007, SPAWC 2007.

[52]  Jacques Desrosiers,et al.  Selected Topics in Column Generation , 2002, Oper. Res..

[53]  Jeffrey G. Andrews,et al.  Networked MIMO with clustered linear precoding , 2008, IEEE Transactions on Wireless Communications.

[54]  D. Sorensen.  Numerical methods for large eigenvalue problems , 2002, Acta Numerica.

[55]  Mats Bengtsson,et al.  Fast-convergent distributed coordinated precoding for TDD multicell MIMO systems , 2015, 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

[56]  Zhi-Quan Luo,et al.  Optimal Joint Base Station Assignment and Beamforming for Heterogeneous Networks , 2014, IEEE Transactions on Signal Processing.

[57]  Robert W. Heath,et al.  Optimizing training and feedback for MIMO interference alignment , 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

[58]  Wolfgang Utschick,et al.  Comparison of Distributed Beamforming Algorithms for MIMO Interference Networks , 2013, IEEE Transactions on Signal Processing.

[59]  Rami Mochaourab,et al.  Overhead-aware distributed CSI selection in the MIMO interference channel , 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

[60]  Robert W. Heath,et al.  User Partitioning for Less Overhead in MIMO Interference Channels , 2010, IEEE Transactions on Wireless Communications.

[61]  Chandra R. Murthy,et al.  Interference Alignment Algorithms for the $K$ User Constant MIMO Interference Channel , 2011, IEEE Transactions on Signal Processing.

[62]  Syed Ali Jafar,et al.  A Distributed Numerical Approach to Interference Alignment and Applications to Wireless Interference Networks , 2011, IEEE Transactions on Information Theory.

[63]  Roy D. Yates,et al.  On the Maximum Common Rate Achievable in a Coordinated Network , 2006, 2006 IEEE International Conference on Communications.

[64]  Wei Yu,et al.  Hybrid digital and analog beamforming design for large-scale MIMO systems , 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[65]  Mats Bengtsson.  A pragmatic approach to multi-user spatial multiplexing , 2002, Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002.

[66]  Wei Yu,et al.  Hybrid Digital and Analog Beamforming Design for Large-Scale Antenna Arrays , 2016, IEEE Journal of Selected Topics in Signal Processing.

[67]  David Gesbert,et al.  Intrinsic Subspace Convergence in TDD MIMO Communication , 2007, IEEE Transactions on Signal Processing.

[68]  Keiichi Ohata,et al.  1.25 Gbps wireless Gigabit ethernet link at 60 GHz-band , 2003, IEEE Radio Frequency Integrated Circuits (RFIC) Symposium, 2003.

[69]  Mikael Skoglund,et al.  Subspace Estimation and Decomposition for Large Millimeter-Wave MIMO Systems , 2015, IEEE Journal of Selected Topics in Signal Processing.

[70]  Taejoon Kim,et al.  Subspace estimation and hybrid precoding for wideband millimeter-wave MIMO systems , 2016, 2016 50th Asilomar Conference on Signals, Systems and Computers.

[71]  O. Ozdemir,et al.  A Krylov subspace approach to blind channel estimation for CDMA systems , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..

[72]  Martin W. P. Savelsbergh,et al.  Branch-and-Price: Column Generation for Solving Huge Integer Programs , 1998, Oper. Res..

[73]  Taoka Hidekazu,et al.  Scenarios for 5G mobile and wireless communications: the vision of the METIS project , 2014, IEEE Communications Magazine.

[74]  Yonina C. Eldar,et al.  Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints , 2006, SIAM J. Optim..

[75]  Mikael Skoglund,et al.  Interference alignment via controlled perturbations , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[76]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[77]  Robert W. Heath,et al.  Equal gain transmission in multiple-input multiple-output wireless systems , 2002, Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE.

[78]  James Gross,et al.  Coordination and antenna domain formation in cloud-RAN systems , 2016, 2016 IEEE International Conference on Communications (ICC).

[79]  A.F. Molisch,et al.  Variable-phase-shift-based RF-baseband codesign for MIMO antenna selection , 2005, IEEE Transactions on Signal Processing.

[80]  Robert W. Heath,et al.  Spatially Sparse Precoding in Millimeter Wave MIMO Systems , 2013, IEEE Transactions on Wireless Communications.

[81]  Amir K. Khandani,et al.  Communication Over MIMO X Channels: Interference Alignment, Decomposition, and Performance Analysis , 2008, IEEE Transactions on Information Theory.

[82]  Zhi-Quan Luo,et al.  Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation Bounds , 2013, IEEE Journal on Selected Areas in Communications.

[83]  Robert W. Heath,et al.  Base station cooperation with dynamic clustering in super-dense cloud-RAN , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[84]  Georgios B. Giannakis,et al.  Optimal resource allocation for MIMO ad hoc cognitive radio networks , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[85]  R. Taylor,et al.  Echo-MIMO: a Two-Way Channel Training Method for Matched Cooperative Beamforming , 2005, ASILOMAR 2005.

[86]  Taejoon Kim,et al.  Millimeter wave MIMO channel tracking systems , 2014, 2014 IEEE Globecom Workshops (GC Wkshps).

[87]  Dirk T. M. Slock,et al.  On the MIMO interference channel , 2010, 2010 Information Theory and Applications Workshop (ITA).

[88]  Pekka Kyosti,et al.  MATLAB implementation of the 3GPP spatial channel model (3GPP TR 25.996) , 2005 .

[89]  Zhi-Quan Luo,et al.  On the Degrees of Freedom Achievable Through Interference Alignment in a MIMO Interference Channel , 2011, IEEE Transactions on Signal Processing.

[90]  Robert W. Heath,et al.  Low complexity precoding for large millimeter wave MIMO systems , 2012, 2012 IEEE International Conference on Communications (ICC).

[91]  Shlomo Shamai,et al.  Enhancing the cellular downlink capacity via co-processing at the transmitting end , 2001, IEEE VTS 53rd Vehicular Technology Conference, Spring 2001. Proceedings (Cat. No.01CH37202).

[92]  Daniel B. Szyld,et al.  The matrix eigenvalue problem: GR and Krylov subspace methods , 2009, Math. Comput..

[93]  Jing Gao,et al.  Beam codebook based beamforming protocol for multi-Gbps millimeter-wave WPAN systems , 2009, IEEE Journal on Selected Areas in Communications.

[94]  Gene H. Golub,et al.  Matrix computations (3rd ed.) , 1996 .

[95]  A. Bruckstein,et al.  K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .

[96]  Antti Tölli,et al.  Weighted sum rate maximization for interfering broadcast channel via successive convex approximation , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[97]  Jeffrey G. Andrews,et al.  Fundamental Limits of Cooperation , 2012, IEEE Transactions on Information Theory.

[98]  P. Tseng.  Convergence of a Block Coordinate Descent Method for Nondifferentiable Minimization , 2001 .

[99]  D. Sorensen.  IMPLICITLY RESTARTED ARNOLDI/LANCZOS METHODS FOR LARGE SCALE EIGENVALUE CALCULATIONS , 1996 .