Conference proceeding
Minimizing the Bayes risk of the protocol interference model in wireless Poisson networks
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 7492923
01 May 2016
Abstract
We study the application of the protocol interference model, in place of the more complex physical interference model, in order to evaluate transmission success/outage in wireless networks. Under the protocol model a transmission is successful if and only if there are no interferers within a specified guard zone around the receiver. We first recognize that the protocol model, parameterized by a guard zone radius, forms a family of decision rules for estimating the physical model feasibility of a typical transmission. We proceed to cast the problem using a binary hypothesis testing framework. For wireless Poisson networks, we employ stochastic geometry to determine the prior and posterior distributions associated with the estimation problem. We then develop expressions for false rejection (Type I) and false acceptance (Type II) rates associated with the protocol model, and investigate the optimal guard zone minimizing the total probability of error associated with the protocol model.
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3 citations in Scopus
Details
- Title
- Minimizing the Bayes risk of the protocol interference model in wireless Poisson networks
- Creators
- Jeffrey Wildman - Drexel UniversitySteven Weber - Drexel University
- Publication Details
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 7492923
- Conference
- 2016 14th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt) (Tempe, AZ, 09 May 2016–13 May 2016)
- Publisher
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
- Number of pages
- 8
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Electrical and Computer Engineering
- Scopus ID
- 2-s2.0-84979663123
- Other Identifier
- 991019170394104721