Journal of Systems Engineering and Electronics ›› 2023, Vol. 34 ›› Issue (6): 1565-1575.doi: 10.23919/JSEE.2023.000093
• SYSTEMS ENGINEERING • Previous Articles Next Articles
Received:
2021-08-31
Online:
2023-12-18
Published:
2023-12-29
Contact:
Xiaowei FU
E-mail:15399464050@qq.com;fxw@nwpu.edu.cn
About author:
Supported by:
Zhiwen XIAO, Xiaowei FU. A cooperative detection game: UAV swarm vs. one fast intruder[J]. Journal of Systems Engineering and Electronics, 2023, 34(6): 1565-1575.
Table 3
Simulation results of the intruder at different speeds (500 rounds) s"
Formation | Result | Ma | ||||||||
1.2 | 1.3 | 1.4 | 1.5 | 1.6 | 1.7 | 1.8 | 1.9 | 2.0 | ||
5-4-1 | Tfd1 | 35.518 | 31.309 | 28.150 | 28.498 | 28.895 | 26.197 | 24.196 | 22.585 | 21.094 |
T1 | 561.056 | 497.481 | 443.576 | 399.244 | 343.926 | 318.207 | 290.478 | 273.653 | 258.088 | |
6-3-1 | Tfd2 | 40.534 | 32.105 | 25.307 | 22.065 | 19.898 | 19.001 | 18.235 | 17.680 | 16.888 |
T2 | 549.258 | 503.156 | 437.796 | 392.664 | 356.119 | 329.642 | 297.254 | 267.073 | 250.544 | |
4-3-3 | Tfd3 | 37.071 | 33.075 | 29.857 | 28.772 | 27.708 | 25.043 | 22.833 | 20.762 | 19.308 |
T3 | 589.573 | 516.632 | 464.017 | 418.651 | 372.827 | 341.496 | 314.404 | 293.527 | 274.68 | |
4-4-2 | Tfd4 | 36.683 | 32.116 | 29.289 | 27.964 | 27.088 | 24.732 | 22.655 | 20.454 | 18.931 |
T4 | 603.743 | 523.975 | 465.996 | 417.489 | 377.113 | 339.562 | 313.404 | 295.976 | 282.42 | |
5-3-2 | Tfd5 | 35.517 | 31.306 | 28.728 | 28.810 | 29.139 | 26.352 | 23.999 | 22.284 | 20.775 |
T5 | 575.174 | 508.454 | 455.597 | 412.272 | 367.476 | 333.122 | 305.661 | 286.299 | 265.045 |
1 | BEIN D, BEIN W, KARKI A, et al. Optimizing border patrol operations using unmanned aerial vehicles. Proc. of the 12th International Conference on Information Technology-New Generations, 2015. DOI: 10.1109/ITNG.2015.83. |
2 | PARK J H, CHOI S C, AHN I Y, et al. Multiple UAVs-based surveillance and reconnaissance system utilizing IoT platform. Proc. of the International Conference on Electronics, Information, and Communication, 2019. DOI: 10.23919/ELINFOCOM.2019.8706406. |
3 | SHI X H, BI B, ZHANG Q, et al. Consensus-based multi-UAV target tracking with communication delays. Proc. of the International Conference on Intelligent Human-Machine Systems and Cybernetics, 2017. DOI: 10.1109/IHMSC.2017.187. |
4 | XIA Z Y, DU J, JIANG C X, et, al. Multi-UAV cooperative target tracking based on swarm intelligence. Proc. of the IEEE International Conference on Communications, 2021. DOI: 10.1109/ICC42927.2021.9500771. |
5 |
REN W, BEARD R W, ATKINS E M Information consensus in multivehicle cooperative control. IEEE Control Systems Magazine, 2007, 27 (2): 71- 82.
doi: 10.1109/MCS.2007.338264 |
6 | WANG Q L, GAO H J, ALSAADI F, et al An overview of consensus problems in constrained multi-agent coordination. Systems Science & Control Engineering, 2014, 2 (1): 275- 284. |
7 |
OH K, PARK M, AHN H A survey of multi-agent formation control. Automatica, 2015, 53, 424- 440.
doi: 10.1016/j.automatica.2014.10.022 |
8 |
ZHU B, XIE L H, HAN D, et al A survey on recent progress in control of swarm systems. Science China Information Sciences, 2017, 60 (7): 070201.
doi: 10.1007/s11432-016-9088-2 |
9 | SENANAYAKE M, SENTHOORAN I, BARCA J C, et al Search and tracking algorithms for swarms of robots: a survey. Robotics and Autonomous Systems, 2016, 75 (B): 422- 434. |
10 | ZHENG T Y, YAO Y, HE F H, et al. A cooperative detection method for tracking a non-cooperative space target. Proc. of Chinese Control Conference, 2019. DOI:10.23919/ChiCC.2019.8866314. |
11 | HUANG L, HUANG Q, ZHOU W J. Research on cooperative target detection and tracking of unmanned ground vehicles. Proc. of the International Conference on Artificial Intelligence and Big Data, 2018. DOI: 10.1109/ICAIBD.2018.8396180. |
12 |
ISAACS R Differential games: a mathematical theory with applications to warfare and pursuit, control and optimization. The Mathematical Gazette, 1967, 51 (375): 80- 81.
doi: 10.2307/3613661 |
13 | WANG X, CRUZ J B, CHEN G S, et al. Formation control in multi-player pursuit evasion game with superior evaders. Proc. of Defense Transformation and Net-Centric Systems, 2007. DOI: 10.1117/12.723300. |
14 | JIN S Y, QU Z H. Pursuit-evasion games with multi-pursuer vs. one fast evader. Proc. of the 8th World Congress on Intelligent Control and Automation, 2010. DOI: 10.1109/WCICA.2010.5553770. |
15 |
CHEN J, ZHA W Z, PENG Z H, et, al Multi-player pursuit-evasion games with one superior evader. Automatica, 2016, 71, 24- 32.
doi: 10.1016/j.automatica.2016.04.012 |
16 | WANG H P, YUE Q, LIU J T. Research on pursuit-evasion games with multiple heterogeneous pursuers and a high speed evader. Proc. of the 27th Chinese Control and Decision Conference, 2015. DOI: 10.1109/CCDC.2015.7162697. |
17 | RAMANA M V, KOTTHARI M Pursuit-evasion games of high speed evader. Journal of Intelligent & Robotic Systems, 2017, 85, 293- 306. |
18 |
KADA B, KHALID M, SHAIKH M S Distributed cooperative control of autonomous multi-agent UAV systems using smooth control. Journal of Systems Engineering and Electronics, 2020, 31 (6): 1297- 1307.
doi: 10.23919/JSEE.2020.000100 |
19 |
KOOHIFAR F, GUVENC I, SICHITIU M L Autonomous tracking of intermittent RF source using a UAV swarm. IEEE Access, 2018, 6, 15884- 15897.
doi: 10.1109/ACCESS.2018.2810599 |
20 | ZHANG M F, LIU H H T Cooperative tracking a moving target using multiple fixed-wing UAVs. Journal of Intelligent and Robotic Systems, 2016, 81 (3/4): 505- 529. |
21 | BROWN J, RAJ N. Guidance law for a surveillance UAV swarm tracking a high capability malicious UAV. Proc. of the IEEE Asia Pacific Conference on Wireless and Mobile, 2021. DOI: 10.1109/APWiMob51111.2021.9435240. |
22 | BROWN J, RAJ N. The impact of initial swarm formation for tracking of a high capability malicious UAV. Proc. of the IEEE International IOT, Electronics and Mechatronics Conference, 2021. DOI: 10.1109/IEMTRONICS52119.2021.9422506. |
23 | BROWN J, RAJ N. Predictive tracking of a high capability malicious UAV. Proc. of the IEEE 11th Annual Computing and Communication Workshop and Conference, 2021. DOI: 10.1109/CCWC51732.2021.9376137. |
24 | MOLL A V, CASBEER D, GARCIA ELOY, et al The multi-pursuer single-evader game. Journal of Intelligent & Robotic Systems, 2019, 96, 193- 207. |
25 | KOTHARI M, MANATHARA J G, POSTLETHWAITE I Cooperative multiple pursuers against a single evader. Journal of Intelligent & Robotic Systems, 2017, 2017, (86): 551- 567. |
26 | KHACHUMOV M V Solution of the problem of group pursuit of a target under perturbations (spatial case). Scientific Technical Information, 2018, 45 (6): 435- 443. |
27 | HUANG D G, ZHANG W G, YANG L B Method of 3 dimensions Dubins path generated and tracked for the unpowered UAV at the approach stage. Systems Engineering and Electronics, 2016, 38 (3): 629- 637. |
28 | HAMEED I A. Coverage path planning software for autonomous robotic lawn mower using Dubins’ curve. Proc. of the IEEE International Conference on Real-time Computing and Robotics, 2017. DOI: 10.1109/RCAR.2017.8311915. |
29 | LIM C, PARK S, RYOO C, et al. A path planning algorithm for surveillance UAVs with timing mission constrains. Proc. of the International Conference on Control, Automation and Systems, 2010. DOI: 10.1109/ICCAS.2010.5669935. |
30 | LI R F, XU H Q, DONG J, et al. UAV path planning based on modified ant colony algorithm and DUBINS curves. Proc. of the IEEE 6th Information Technology and Mechatronics Engineering Conference, 2022. DOI: 10.1109/ITOEC53115.2022.9734332. |
[1] | Boyu QIN, Dong ZHANG, Shuo TANG, Yang XU. Two-layer formation-containment fault-tolerant control of fixed-wing UAV swarm for dynamic target tracking [J]. Journal of Systems Engineering and Electronics, 2023, 34(6): 1375-1396. |
[2] | Jie LI, Xiaoyu DANG, Sai LI. DQN-based decentralized multi-agent JSAP resource allocation for UAV swarm communication [J]. Journal of Systems Engineering and Electronics, 2023, 34(2): 289-298. |
[3] | Yaozhong ZHANG, Yike LI, Zhuoran WU, Jialin XU. Deep reinforcement learning for UAV swarm rendezvous behavior [J]. Journal of Systems Engineering and Electronics, 2023, 34(2): 360-373. |
[4] | Hao LI, Hemin SUN, Ronghua ZHOU, Huainian ZHANG. Hybrid TDOA/FDOA and track optimization of UAV swarm based on A-optimality [J]. Journal of Systems Engineering and Electronics, 2023, 34(1): 149-159. |
[5] | Yangyang JIANG, Yan GAO, Wenqi SONG, Yue LI, Quan QUAN. Bibliometric analysis of UAV swarms [J]. Journal of Systems Engineering and Electronics, 2022, 33(2): 406-425. |
[6] | Jinqiang HU, Husheng WU, Renjun ZHAN, Rafik MENASSEL, Xuanwu ZHOU. Self-organized search-attack mission planning for UAV swarm based on wolf pack hunting behavior [J]. Journal of Systems Engineering and Electronics, 2021, 32(6): 1463-1476. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||