Agent-Based Modeling Approach for Developing Enforcement Mechanisms in Spectrum Sharing Scenarios: An Application for the 1695-1710mhz Band

17 Pages Posted: 19 Mar 2018 Last revised: 21 Sep 2018

See all articles by Pedro Bustamante

Pedro Bustamante

University of Pittsburgh - School of Information Sciences

Marcela Gomez

University of Pittsburgh - School of Information Sciences

Martin B. H. Weiss

University of Pittsburgh - School of Information Sciences

Taieb Znati

Independent

Jung-Min Park

Virginia Polytechnic Institute & State University

Debarun Das

Independent

J Stephanie Rose

University of Pittsburgh - School of Information Sciences

Date Written: March 16, 2018

Abstract

As radio spectrum sharing matures, one of the main challenges becomes finding adequate governance systems and the appropriate enforcement mechanisms. Historically, these processes were assigned to a central entity (in most cases a governmental agency). Nevertheless, the literature of Common Pool Resources (CPRs) shows that other governance mechanisms are possible, which include collaboration with a private, third-party regulator or the complete absence of central institutions, as in self-enforcement solutions. These alternatives have been developed around well-known CPRs such as fisheries, forests, etc. As argued by Weiss et al, and other researchers, spectrum can indeed be considered to be a CPR. In this work, we study the two extremes of governance systems that could be applied to spectrum sharing scenarios. Initially, we study the classical centralized scheme of command and control, where governmental institutions are in charge of rule-definition and enforcement. Subsequently, we explore a government-less environment, i.e., a distributed enforcement approach. In this anarchy situation (i.e., lack of a formal government intervention as defined by Leeson), rules and enforcement mechanisms are solely the product of repeated interactions among the intervening agents. For our analysis, we have selected the spectrum sharing framework of the 1695-1710MHz band. We also use the definitions presented by Bhattarai as well as Altamimi for managing the size of the coordination and exclusion zones. In addition, we utilize Agent-Based Modelling (ABM) to analyze the applicability of these governance mechanisms. ABM simulation allows us to explore how macro phenomena can emerge from micro-level interactions of independent agents.

Keywords: Agent-Base Modeling, Spectrum Sharing, Policy, Regulation

Suggested Citation

Bustamante, Pedro and Gomez, Marcela and Weiss, Martin B. H. and Znati, Taieb and Park, Jung-Min and Das, Debarun and Rose, J Stephanie, Agent-Based Modeling Approach for Developing Enforcement Mechanisms in Spectrum Sharing Scenarios: An Application for the 1695-1710mhz Band (March 16, 2018). TPRC 46: The 46th Research Conference on Communication, Information and Internet Policy 2018. Available at SSRN: https://ssrn.com/abstract=3142122 or http://dx.doi.org/10.2139/ssrn.3142122

Pedro Bustamante (Contact Author)

University of Pittsburgh - School of Information Sciences ( email )

United States

Marcela Gomez

University of Pittsburgh - School of Information Sciences ( email )

United States

Martin B. H. Weiss

University of Pittsburgh - School of Information Sciences ( email )

135 N Bellefield Ave
Pittsburgh, PA 15260
United States

Taieb Znati

Independent ( email )

No Address Available

Jung-Min Park

Virginia Polytechnic Institute & State University ( email )

Blacksburg, VA 24061
United States

Debarun Das

Independent ( email )

No Address Available

J Stephanie Rose

University of Pittsburgh - School of Information Sciences ( email )

Pittsburgh, PA
United States

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