Majid Janzamin
University of California, Irvine
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Publication
Featured researches published by Majid Janzamin.
wireless communications and networking conference | 2010
Majid Janzamin; Mohammad Reza Pakravan; Hanie Sedghi
Cooperative communication exploits wireless broadcast advantage to confront the severe fading effect on wireless communications. Proper allocation of power can play an important role in the performance of cooperative communication. In this paper, we propose a distributed game-theoretical method for power allocation in bidirectional cooperative communication networks. In this work, we consider two nodes as data sources who want to cooperate in sending data to the destination. In addition to being data source, each source node has to relay the others data. We answer the question: How much power each node contributes for relaying other nodes data? We use Stackelberg game which is an extensive-form game to find a solution to this problem. The proposed method reaches equilibrium in only one stage. It is shown that there are more benefits when bidirectional cooperation is done between node pairs who are closer to each other. Simulation results show that the proposed method leads to fair solution and the nodes farther to the destination should contribute more power to cooperate with others.
arXiv: Learning | 2017
Majid Janzamin; Hanie Sedghi; Anima Anandkumar
arXiv: Learning | 2014
Animashree Anandkumar; Rong Ge; Majid Janzamin
conference on learning theory | 2015
Animashree Anandkumar; Rong Ge; Majid Janzamin
Journal of Machine Learning Research | 2017
Animashree Anandkumar; Rong Ge; Majid Janzamin
Journal of Machine Learning Research | 2015
Animashree Anandkumar; Daniel J. Hsu; Majid Janzamin; Sham M. Kakade
arXiv: Learning | 2017
Animashree Anandkumar; Rong Ge; Majid Janzamin
Archive | 2014
Anima Anandkumar; Rong Ge; Majid Janzamin
international conference on artificial intelligence and statistics | 2016
Hanie Sedghi; Majid Janzamin; Anima Anandkumar
Archive | 2015
Majid Janzamin; Hanie Sedghi; Anima Anandkumar