Sensor scheduling in electronic support using Markov chains

被引:12
作者
Clarkson, I. V. L. [1 ]
El-Mahassni, E. D.
Howard, S. D.
机构
[1] Univ Queensland, Sch Informat Technol & Elect Engn, St Lucia, Qld 4072, Australia
[2] Def Sci & Technol Org, Intellegence Surveillance & Reconnaissance Div, Edinburgh, SA 5111, Australia
[3] Def Sci & Technol Org, Elect Warfare & Radar Div, Edinburgh, SA 5111, Australia
关键词
Scheduling;
D O I
10.1049/ip-rsn:20050055
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In electronic support, receivers must maintain surveillance over the very wide portion of the electromagnetic spectrum in which threat emitters operate. A common approach is to use a receiver with a relatively narrow bandwidth that sweeps its centre frequency over the threat bandwidth to search for emitters. The sequence and timing of changes in the centre frequency constitute a search strategy. The search can be expedited, if there is intelligence about the operational parameters of the emitters that are likely to be found. However, it can happen that the intelligence is deficient, untrustworthy or absent. In this case, what is the best search strategy to use? A random search strategy based on a continuous-time Markov chain (CTMC) is proposed. When the search is conducted for emitters with a periodic scan, it is shown that there is an optimal configuration for the CTMC. It is optimal in the sense that the expected time to intercept an emitter approaches linearity most quickly with respect to the emitter's scan period. A fast and smooth approach to linearity is important, as other strategies can exhibit considerable and abrupt variations in the intercept time as a function of scan period. In theory and numerical examples, the optimum CTMC strategy is compared with other strategies to demonstrate its superior properties.
引用
收藏
页码:325 / 332
页数:8
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