Multiple-Criteria Operational Reliability Performance Metric of a Metacognitive Tracking Radar

被引：3
作者：
Ridder, Tyler D. D. [1 ]
Martone, Anthony F. F. [2 ]
Kirk, Benjamin H. H. [2 ]
Narayanan, Ram M. M. [3 ]
机构：
[1] Penn State Univ, Appl Res Lab, State Coll, PA 16801 USA
[2] DEVCOM Army Res Lab, Adelphi, MD 20783 USA
[3] Penn State Univ, Dept Elect Engn, University Pk, PA 16802 USA
来源：
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS | 2023年 / 59卷 / 04期
关键词：
Radar; Radar tracking; Measurement; Task analysis; Target tracking; Cognitive processes; Reliability; Metacognition; multiple-criteria design; operational reliability; radar performability; tracking radar; COGNITIVE RADAR; ANGULAR ACCURACY;
D O I：
10.1109/TAES.2023.3234457
中图分类号：
V [航空、航天];
学科分类号：
08 ; 0825 ;
摘要：
The concept of metacognition has been proposed and applied to radar system analysis to enhance the classical cognitive radar paradigm. Metacognition allows a cognitive radar to have self-awareness about its cognitive processes. To accurately compare various cognitive processes and select the best under the operational scenario, a performability metric capable of comparing system performance over various scales and units is proposed and analyzed. This correspondence expands previous work on radar operational reliability to provide a metareliability metric for a metacognitive tracking radar. The approach is tested and validated on a radar that tracks a target performing a composite maneuver involving constant velocity, constant turn, and constant acceleration.
引用
收藏
页码：4689 / 4699
页数：11
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