Quality-Of-Service Provisioning in Decentralized Networks: A Satisfaction Equilibrium Approach

@article{Perlaza2012QualityOfServicePI,
  title={Quality-Of-Service Provisioning in Decentralized Networks: A Satisfaction Equilibrium Approach},
  author={Samir Medina Perlaza and Hamidou Tembine and Samson Lasaulce and M{\'e}rouane Debbah},
  journal={IEEE Journal of Selected Topics in Signal Processing},
  year={2012},
  volume={6},
  pages={104-116}
}
This paper introduces a particular game formulation and its corresponding notion of equilibrium, namely the satisfaction form (SF) and the satisfaction equilibrium (SE). A game in SF models the case where players are uniquely interested in the satisfaction of some individual performance constraints, instead of individual performance optimization. Under this formulation, the notion of equilibrium corresponds to the situation where all players can simultaneously satisfy their individual… 

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References

SHOWING 1-10 OF 55 REFERENCES

Satisfaction Equilibrium: A General Framework for QoS Provisioning in Self-Configuring Networks

TLDR
It is proved that contrary to the (generalized) NE, at least one ESE always exists whenever the network is able to simultaneously support the individual QoS requests.

Distributed Power Allocation With Rate Constraints in Gaussian Parallel Interference Channels

TLDR
This paper considers the minimization of transmit power in Gaussian parallel interference channels, subject to a rate constraint for each user, as a (generalized) Nash equilibrium (NE) game and proposes two distributed algorithms based on the single user water-filling solution.

Nash Equilibrium Problems With Scaled Congestion Costs and Shared Constraints

TLDR
A class of convex Nash games where strategy sets are coupled across agents through a common constraint and payoff functions are linked via a scaled congestion cost metric is considered, showing that the equilibrium is locally unique both in the primal space as well as in the larger primal-dual space.

Learning equilibria with partial information in decentralized wireless networks

TLDR
A survey of several important equilibrium concepts for decentralized networks is presented, described in terms of information requirements and convergence properties, and illustrated by a simple case study, an interference channel with two transmitter-receiver pairs.

Convex Optimization, Game Theory, and Variational Inequality Theory

TLDR
A unified view of some basic theoretical foundations and main techniques in convex optimization, game theory, and VI theory is provided, putting special emphasis on the generality of the VI framework, showing how it allows to tackle several interesting problems in nonlinear analysis, classical optimization, and equilibrium programming.

Satisfaction Equilibrium: Achieving Cooperation in Incomplete Information Games

TLDR
This work introduces the satisfaction principle from which an equilibrium can arise as the result of the agents' individual learning experiences, and defines such an equilibrium and presents different algorithms that can be used to reach it.

Game theory and the design of self-configuring, adaptive wireless networks

TLDR
This article presents applications of game theory to problems in random access and power control, and shows that game theoretic techniques can yield an optimal operating point without the intervention of an external controller.

Learning to Play a Satisfaction Equilibrium

In real life problems, agents are generally faced with situations where they only have partial or no knowledge about their environment and the other agents evolving in it. In this case all an agent

Constrained Games: The Impact of the Attitude to Adversary's Constraints

TLDR
It is shown that the utilities of each player associated with that player's own performance and constraints are not sufficient to model a constrained game and to define equilibria; for the latter, one also needs to model how a player values the fact that other players meet their constraints.

Flexible design of cognitive radio wireless systems

The goal of this article is to show how many challenging unsolved resource allocation problems in the emerging field of cognitive radio (CR) networks fit naturally either in the game theoretical
...