Optimal Threshold Policies for Hard-Kill of Enemy Radars With High Speed Anti-Radiation Missiles (HARMS)

TitleOptimal Threshold Policies for Hard-Kill of Enemy Radars With High Speed Anti-Radiation Missiles (HARMS)
Publication TypeConference Paper
Year of Publication2006
AuthorsFarrokh, A., and V. Krishnamurthy
Conference NameAcoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
PaginationIII -III
Date Publishedmay.
Keywordsaircraft, enemy guidance-radars, enemy radars hard-kill, high speed anti-radiation missiles, Markov processes, Markovian search problem, military aircraft, military radar, missile guidance, network centric warfare, optimal control, optimal missile launch control, optimal threshold policies, partially observable Markov decision process, real time combat systems
Abstract

In modern network centric warfare (NCW) there is a dedicated platform (airplane) assigned to every group of aircraft that specializes in the hard-kill of the enemy guidance-radars by deploying high speed anti-radiation missiles (HARM)s. In this paper we consider the problem of optimal launch control of the HARMs. We formulate the optimal trade-off between the cost of the HARMs and the latency in performing the hard-kill of the enemy radar as a partially observable Markov decision process (POMDP). Next, by reformulating this POMDP as a Markovian search problem, we prove that optimal missile launch control policies are threshold-based policies in nature. We then present optimal threshold policies that unlike their POMDP counterparts are computationally efficient and inexpensive to implement in real time combat systems. Numerical results demonstrate the effectiveness of these threshold based missile deployment algorithms

URLhttp://dx.doi.org/10.1109/ICASSP.2006.1660852
DOI10.1109/ICASSP.2006.1660852

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