TY - JOUR KW - Monte-Carlo analysis KW - Object-oriented programming KW - sensor data processing KW - tracking algorithms AU - Emanuil Djerassi AU - Pavlina Konstantinova AB -
Designing, implementing, and assessing tracking algorithms is an essential and complex problem in numerous defense and security related applications. One way to alleviate this problem is to provide the designer with an environment, facilitating the creation of various test scenarios, to propose aids for implementing algorithms, and to evaluate their measures of performance. Such an environment is a complex software program, which could be simplified by using object-oriented design and programming. By unifying data and functions that operate on the data, the overall program organization can be improved considerably. In this article the authors propose a set of classes that can be divided into three groups, considering respectively the modeling part, the processing part and the organization of the statistical analysis for measuring performance.
BT - Information & Security: An International Journal DA - 2002 DO - http://dx.doi.org/10.11610/isij.0904 LA - eng N2 -Designing, implementing, and assessing tracking algorithms is an essential and complex problem in numerous defense and security related applications. One way to alleviate this problem is to provide the designer with an environment, facilitating the creation of various test scenarios, to propose aids for implementing algorithms, and to evaluate their measures of performance. Such an environment is a complex software program, which could be simplified by using object-oriented design and programming. By unifying data and functions that operate on the data, the overall program organization can be improved considerably. In this article the authors propose a set of classes that can be divided into three groups, considering respectively the modeling part, the processing part and the organization of the statistical analysis for measuring performance.
PY - 2002 SP - 93 EP - 106 T2 - Information & Security: An International Journal TI - Object-Oriented Environment for Assessing Tracking Algorithms VL - 9 ER -