DocumentCode :
1334402
Title :
Optimal Aviation Security Screening Strategies With Dynamic Passenger Risk Updates
Author :
Nikolaev, Alexander G. ; Lee, Adrian J. ; Jacobson, Sheldon H.
Author_Institution :
Dept. of Ind. & Syst. Eng., State Univ. of New York at Buffalo, Buffalo, NY, USA
Volume :
13
Issue :
1
fYear :
2012
fDate :
3/1/2012 12:00:00 AM
Firstpage :
203
Lastpage :
212
Abstract :
Passenger screening is a critical component of aviation security systems. This paper introduces the multistage sequential passenger screening problem (MSPSP), which models passenger and carry-on baggage screening operations in an aviation security system with the capability of dynamically updating the perceived risk of passengers. The passenger screening operation at an airport terminal is subdivided into multiple screening stages, with decisions made to assign each passenger to one of several available security classes at each such stage. Each passenger´s assessed threat value (initially determined by an automated passenger prescreening system) is updated after the passenger proceeds through each screening stage. The objective of MSPSP is to maximize the total security of all passenger screening decisions over a fixed time period, given passenger perceived risk levels and security device performance parameters. An optimal policy for screening passengers in MSPSP is obtained using optimal sequential assignment theory. A Monte Carlo simulation-based heuristic is presented and compared with stochastic sequential assignment and feedback control algorithms. Computational analysis of a two-stage security system provides an assessment of the total security performance.
Keywords :
Monte Carlo methods; airports; feedback; risk analysis; security; MSPSP; Monte Carlo simulation-based heuristic; airport terminal; automated passenger prescreening system; aviation security systems; carry-on baggage screening operations; computational analysis; dynamic passenger risk updates; feedback control algorithms; multistage sequential passenger screening problem; optimal aviation security screening strategy; optimal policy; optimal sequential assignment theory; passenger assessed threat value; passenger perceived risk levels; passenger screening decisions; passenger screening operation; screening passengers; screening stages; security device performance parameters; security performance; stochastic sequential assignment; two-stage security system; Airports; Atmospheric modeling; Monte Carlo methods; Performance evaluation; Random variables; Risk management; Security; Aviation security; Monte Carlo simulation; optimal sequential assignment; policy modeling;
fLanguage :
English
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1524-9050
Type :
jour
DOI :
10.1109/TITS.2011.2167230
Filename :
6029453
Link To Document :
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