Abstract
In this paper, a track selection problem for multi-target tracking in a multifunction radar network is studied using the concepts from game theory. The problem is formulated as a non-cooperative game, and specifically as an anti-coordination game, where each player aims to differ from what other players do. The players' utilities are modeled using a proper tracking accuracy criterion and, under different assumptions on the structure of these utilities, the corresponding Nash equilibria are characterized. To find an equilibrium, a distributed algorithm based on the best-response dynamics is proposed. Finally, computer simulations are carried out to verify the effectiveness of the proposed algorithm in a multi-target tracking scenario.
| Original language | English |
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| Title of host publication | 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 |
| Subtitle of host publication | Proceedings |
| Place of Publication | Piscataway, NJ |
| Publisher | IEEE |
| Pages | 1-5 |
| Number of pages | 5 |
| ISBN (Electronic) | 978-1-4799-9988-0 |
| DOIs | |
| Publication status | Published - 19 May 2016 |
| Event | 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Shanghai International Convention Center, Shanghai, China Duration: 20 Mar 2016 → 25 Mar 2016 |
Conference
| Conference | 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 |
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| Abbreviated title | ICASSP |
| Country/Territory | China |
| City | Shanghai |
| Period | 20/03/16 → 25/03/16 |
Keywords
- Nash equilibrium
- Multiple target tracking
- track selection
- noncooperative games
- coordination