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Cooperative Game Theory and the Gaussian Interference Channel

Amir Leshem, Ephraim Zehavi
2008 IEEE Journal on Selected Areas in Communications  
In this paper we discuss the use of cooperative game theory for analyzing interference channels.  ...  We also show that the same results are applicable to interference channels where only statistical knowledge of the channel is available.  ...  Typically when the NE is non-unique, the interference is stronger than the desired signal, e.g., in the 2x2 case.  ... 
doi:10.1109/jsac.2008.080906 fatcat:3uuwdcozjjcuxg354ycqwuznhi

Game theory and the frequency selective interference channel

2009 IEEE Signal Processing Magazine  
Keywords: Game theory, competitive games, cooperative games, Nash Equilibrium, Nash bargaining solution, Generalized Nash games, Spectrum optimization, distributed coordination, interference channel, multiple  ...  This paper provides a tutorial overview of game theoretic techniques used for communication over frequency selective interference channels. We discuss both competitive and cooperative techniques.  ...  A 2x2 Gaussian interference channel in standard form (after suitable normalization) is given by: x = Hs + n, H = 1 α 1 α 2 1 (1) where, s = [s 1 , s 2 ] T , and x = [x 1 , x 2 ] T are sampled values of  ... 
doi:10.1109/msp.2009.933372 fatcat:vsmcsej3vbbmbimnosytjeheii

Enhanced SIC and Initial Guess ML Receivers for Collaborative MIMO of the LTE Uplink

Karim A. Banawan, Essam A. Sourour
2011 2011 IEEE Vehicular Technology Conference (VTC Fall)  
In order to decode the data ZF, MMSE and successive interference cancellation (SIC) are traditionally employed although they don't exploit the full spatial diversity, whereas the standard ML is suffers  ...  In this paper, Collaborative MIMO is introduced to the Uplink of the Long Term Evolution (LTE) system.  ...  (~1.5dB) when increasing order from 2x2 to 4x4 system, while SIC is clearly enhanced (~4.5dB).  ... 
doi:10.1109/vetecf.2011.6093144 dblp:conf/vtc/BanawanS11 fatcat:7twpbys4ujbllkqxjmnakqhr4m

Uplink-Downlink LTE Multi Cell Capacity: A Performance Analysis in the Presence of ICI, Imperfect Channel Information and Reuse-1 Plan

Belal Abuhaija
2014 International Journal of Computer Applications  
Such system is known to be susceptible to Inter Cell Interference (ICI) in the downlink.  ...  In order to deliver higher data rates anywhere in the cell in the downlink, especially at the cell edge; many algorithms have been proposed for interference mitigation and avoidance which impose additional  ...  What is very interesting in our findings is that the data rates has shown an increase linearly only when the SINR is greater than 17dB.  ... 
doi:10.5120/15680-4465 fatcat:j6vwvgkfdjdbtlm4eoj6djsk3q


2015 International Journal of Advance Engineering and Research Development  
Pilot-assisted channel estimation is a method in which known signals, called pilots, are transmitted along with data to obtain channel knowledge for proper decoding of received signals.  ...  Since downlink is always an important factor in coverage and capacity aspects, special attention has been given in selecting technologies for LTE downlink.  ...  This will result in inter-symbol interference as well as inter-carrier interference. To combat these interferences and to overcome time dispersion of radio channel, CP is used 35 in OFDM system.  ... 
doi:10.21090/ijaerd.0205209 fatcat:rzeoqxqwq5aojk7gofrmg4bh7i

Capacity Scaling of Multi-User MIMO with Limited Feedback in a Multi-Cell Environment

Lars Thiele, Volker Jungnickel, Malte Schellmann, Wolfgang Zirwas
2007 Asilomar Conference on Signals, Systems and Computers. Conference Record  
Instead, limited feedback on the effective channel quality is provided via a lowrate control channel.  ...  A score-based scheduler, which asymptotically reaches proportional fairness, is used to switch adaptively between multi-user diversity and multiuser multiplexing, in a frequency-selective manner.  ...  Part of this work has been performed in the framework of the IST project WINNER II partly funded by the European Union.  ... 
doi:10.1109/acssc.2007.4487172 fatcat:ugtyy2f2ifeuzabmejnis6xo2q

Extended Jointly Gaussian Approach for Iterative Equalization

M. Jar, C. Schlegel
2010 2010 IEEE International Conference on Communications  
This figure of merit shows that a significant increase in througput can be obtained by removing some terms from the interference pool, specially for MIMO channels.  ...  A novel equalization scheme for signals transmitted over multipath Multiple-Input Multiple-Output (MIMO) channels, well-suited for iterative processing, is proposed in this work.  ...  MLSE is optimal in the sense of resulting in the smallest possible Bit Error Rate (BER) [4] . However, its complexity grows exponentially with the memory of the channel.  ... 
doi:10.1109/icc.2010.5502677 dblp:conf/icc/JarS10 fatcat:wt6ardxhmjam7jrrxecnalfyke

Beam division multiple access for millimeter wave massive MIMO: Hybrid zero-forcing beamforming with user selection

Hong Son Vu, Kien Truong, Minh Thuy Le
2022 International Journal of Power Electronics and Drive Systems (IJPEDS)  
With the selection of users whose steering vectors are orthogonal to each other, interference between users is significantly improved.  ...  While, the efficiency spectrum of proposed scheme reaches to the performance of fully digital solutions, the multiuser interference is considerably reduced.</p>  ...  In [21] , by combining ZFBF with SUS (ZFBF-SUS), the optimal sum rate could be achieved asymptotically with fully-digital, as the number of users approaches infinity.  ... 
doi:10.11591/ijece.v12i1.pp445-452 fatcat:ptapte2wirf5lamlmlozcgofvu

Interference Mitigation via Joint Detection

Jungwon Lee, Dimitris Toumpakaris, Wei Yu
2011 IEEE Journal on Selected Areas in Communications  
This paper addresses the design of optimal and near-optimal detectors in an interference channel with fading and with additive white Gaussian noise (AWGN), where the transmitters employ discrete modulation  ...  It is then demonstrated by analysis and by simulation that in an AWGN channel, while interference-ignorant and successive interference cancellation detectors are both prone to error floors, the optimal  ...  Thus, one might expect that treating interference as noise is optimal when the interference is low, while SIC is optimal when the interference is high.  ... 
doi:10.1109/jsac.2011.110606 fatcat:s25spfr7xngkpkq426yxafvtpa

Implementation of Fog computing for reliable E-health applications

Razvan Craciunescu, Albena Mihovska, Mihail Mihaylov, Sofoklis Kyriazakos, Ramjee Prasad, Simona Halunga
2015 2015 49th Asilomar Conference on Signals, Systems and Computers  
Specifically, we introduce a concept for sparse joint activity, channel and data detection in the context of the Coded ALOHA (FDMA) protocol.  ...  Also the tradeoff between performance and necessary amount of downlink feedback bits is taken into account in our analysis.  ...  interference as noise is almost throughput-optimal in interference networks under some channel strength conditions.  ... 
doi:10.1109/acssc.2015.7421170 dblp:conf/acssc/CraciunescuMMKP15 fatcat:qm6mki5z6bcvrfimkmqjyrxaxm

Cooperative Resource Management and Interference Mitigation for Dense Networks [article]

Remus Narcis Beres
2016 Ph.d.-serien for Det Teknisk-Naturvidenskabelige Fakultet, Aalborg Universitet  
It is expected that this may result in variable interference patterns as the amount of resources demanded in each cell fluctuates widely.  ...  Dette realiseres gennem en sub-optimal algoritme med reduceret kompleksitet, hvis performance er taet på den mere komplekse optimale løsning.  ...  The paper has been accepted for publication in IEEE Transactions on Vehicular Technology.  ... 
doi:10.5278/ fatcat:jnsewakc2fgrzo27jpfa7oigxu

Enabling Technologies for Ultra-Reliable and Low Latency Communications: From PHY and MAC Layer Perspectives

Gordon J. Sutton, Jie Zeng, Ren Ping Liu, Wei Ni, Diep N. Nguyen, Beeshanga A. Jayawickrama, Xiaojing Huang, Mehran Abolhasan, Zhang Zhang, Eryk Dutkiewicz, Tiejun Lv
2019 IEEE Communications Surveys and Tutorials  
We identify that enabling long-term evolution (LTE) to coexist in the unlicensed spectrum is also a potential enabler of URLLC in the unlicensed band, and provide numerical evaluations.  ...  As per the 3rd generation partnership project (3GPP) URLLC requirements, it is expected that the reliability of one transmission of a 32 byte packet will be at least 99.999% and the latency will be at  ...  Gaussian noise (AWGN) channel when the blocklength is 128 bits and the code dimension is 64 bits.  ... 
doi:10.1109/comst.2019.2897800 fatcat:jgaahgi27rev3ieyrisn2yvh5m

Spatial Multiplexing in Cellular MIMO-CDMA Systems with Linear Receivers: Outage Probability and Capacity

Wan Choi, Jeffrey Andrews
2007 IEEE Transactions on Wireless Communications  
Spread spectrum is a likely candidate for the extra diversity because spread spectrum can simultaneously provide frequency diversity and robustness to interference.  ...  MIMO systems unless extra diversity is provided.  ...  Even when time division multiple access (TDMA) or frequency division multiple access (FDMA) is considered, the above model in (1) can be used by newly defining c (m) i,k as an orthogonal basis in the  ... 
doi:10.1109/twc.2007.05949 fatcat:tyrncvps7vhxrbgilfixyorelm

Multiple Input Multiple Output [chapter]

2015 Wireless Communications Systems Design  
To my family Massimo, Luana and Alberto, their call for tenacity echoes in my ears.  ...  Acknowledgements This work is the result of the research conducted in two years at the University of Florence and during a visiting period of one year at Center for TeleInFrastruktur (CTIF) at the University  ...  From an information theoretic point of view, in MU-MIMO DL Broadcast Channel the sum-rate capacity is achieved with Dirty Paper Coding (DPC), [Cos83] , which is an interference cancellation technique  ... 
doi:10.1002/9781118759479.ch8 fatcat:zerctkcbnjhxdnv6vsemyyki74

Channel estimation and ICI cancellation for adaptive OFDM systems in doubly selective channels [article]

Ali Ali Ramadan M., Universitäts- Und Landesbibliothek Sachsen-Anhalt, Martin-Luther Universität, Abbas Sayed Omar, Christian Diedrich
This is motivated by its ability to work efficiently in multi-path channels.  ...  In this thesis some inter-carrier interference (ICI) reduction methods for digital radio mondiale (DRM) system, which is one of OFDM system applications, are introduced.  ...  The averaged bit rate is reduced to 21 Mbps when the channel is highly dispersive, and increased to reach about 25 Mbps when the channel has low selectivity.  ... 
doi:10.25673/5035 fatcat:pmg6tiocsjgblfw2hfs2keytve
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