Title :
Optimisation and evaluation of receiver search strategies for electronic support
Author :
Winsor, C. ; Hughes, Evan J.
Author_Institution :
R. Australian Air Force, Edinburgh, SA, Australia
fDate :
4/1/2012 12:00:00 AM
Abstract :
Two essential requirements of a non-communications electronic support system are a high probability of intercept and a high probability of detection against scanning microwave band emitters. High probability of intercept is typically achieved using a wideband receiver whereas high probability of detection requires a narrowband receiver. Achieving both has hitherto required the use of multiple receivers in a cascaded or channelised architecture. To minimise the cost for radar warning receivers and anti-radiation systems, the authors propose that a single scanning narrowband receiver with inherently high probability of detection can achieve a high probability of intercept by using an optimised search strategy to control its frequency scan pattern. In this study the authors have presented a new approach to assessing the performance of strategies based on probability of intercept and demonstrated the use of an evolutionary algorithm to optimise receiver search strategies. The optimised strategies show a significant performance improvement over traditional scheduling approaches.
Keywords :
electronic warfare; evolutionary computation; radar signal processing; radio receivers; search problems; signal detection; antiradiation systems; evolutionary algorithm; frequency scan pattern; noncommunications electronic support system; optimised search strategy; radar warning receiver; receiver search strategy evaluation; receiver search strategy optimisation; scanning microwave band emitter; single scanning narrowband receiver; wideband receiver;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2010.0377