Inter-Operator Spectrum Sharing for Celullar Networks using Game Theory
نویسندگان
چکیده
In this paper, we present a game theoretical framework for DSA (Dynamic Spectrum Access) in cellular networks. We model and analyze the interaction between cellular operators with packet services, in a spectrum sharing context. We present inter-operator DSA algorithms based on game theory. A twoplayers non-zero sum game is formulated, where the operators are the players. We define a utility function, for the operator that takes: (1) the users throughput, (2) the spectrum price, and (3) the blocking probability into consideration. We present two system models: a) a centralized model where a DSA algorithm, for the global welfare in terms of the operators rewards, is inspired by the Pareto optimality concept. b) a distributed model, where a DSA algorithm is based on Nash equilibria concept. The convergence to NE in the distributed model is analyzed. The rewards of the operators in the centralized DSA algorithm are compared with those in the FSA (Fixed Spectrum Access) situation. The obtained rewards using the centralized DSA algorithm significantly exceed the FSA rewards. The obtained blocking probabilities are shown not to exceed the target value.
منابع مشابه
Inter-Operator Spectrum Sharing from a Game Theoretical Perspective
We address the problem of spectrum sharing where competitive operators coexist in the same frequency band. First, we model this problem as a strategic non-cooperative game where operators simultaneously share the spectrum according to the Nash Equilibrium (NE). Given a set of channel realizations, several Nash equilibria exist which renders the outcome of the game unpredictable. Then, in a cogn...
متن کاملA Game Theory Approach for Solving the Knowledge Sharing Problem in Supply Chain
Knowledge management is the process of capturing, developing, sharing, and effectively using organizational knowledge as we known Knowledge management literature emphasizes the importance of knowledge as a valuable asset for SMEs. This paper highlights the efficient sharing of knowledge as a way of creating core competencies in the SMEs that are in civil construction activities. This perspectiv...
متن کاملGame Theory based Energy Efficient Hybrid MAC Protocol for Lifetime Enhancement of Wireless Sensor Network
Wireless Sensor Networks (WSNs) comprising of tiny, power-constrained nodes are getting very popular due to their potential uses in wide applications like monitoring of environmental conditions, various military and civilian applications. The critical issue in the node is energy consumption since it is operated using battery, therefore its lifetime should be maximized for effective utilization ...
متن کاملCooperative and Non-Cooperative Games for Spectrum Sharing in Cognitive Radio Networks: A Comparative Study
Spectrum sharing in cognitive radio networks is essential to ensure effective communication between secondary users. Game theory is suitable to be applied to the spectrum sharing strategies since it considers strategic interactions between users. There are two types of games based on the ability to communicate between users: cooperative game and non-cooperative game. In this paper, the two spec...
متن کاملThe role of Gamification in Knowledge Sharing using Grounded Theory and MAXQDA Qualitative Modeling
Background and Aim: Today, knowledge is essential to the survival and success of any organization. Given that they are the people who create, share and use knowledge, an organization cannot effectively use knowledge unless its employees are willing to share their knowledge and attract knowledge of others. On the other hand, Gamification involves combining the usual mechanisms in the games with ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2009