Journal of Systems Engineering and Electronics ›› 2019, Vol. 30 ›› Issue (4): 709-719.doi: 10.21629/JSEE.2019.04.09
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Na'e ZHENG(
), Yang SUN(), Xiyu SONG*(), Song CHEN()
Received:2018-06-04
Online:2019-08-01
Published:2019-09-01
Contact:
Xiyu SONG
E-mail:zhengnaecshz@163.com;kd@163.com;fsongxiyu@126.com;wirelessman@163.com
About author:ZHENG Na'e was born in 1984. She received her B.S. degree in electronic engineering from National Digital Switching System Engineering and Technological R&D Center (NDSC), Zhengzhou, China, in 2007, M.S. degree in communication and information system from NDSC in 2010, and Ph.D. degree in information and communication engineering from NDSC in 2014. Currently, she is a lecturer of PLA Strategic Support Force Information Engineering University. Her research interests include MIMO radar signal processing and analysis of fine features. E-mail:Supported by:Na'e ZHENG, Yang SUN, Xiyu SONG, Song CHEN. Joint resource allocation scheme for target tracking in distributed MIMO radar systems[J]. Journal of Systems Engineering and Electronics, 2019, 30(4): 709-719.
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Fig 1
Locations of the radar sensors and the target"
Fig 2
Two distributed MIMO radar configurations"
Fig 3
The second RCS model ${\mathit{\boldsymbol{h}}_2} $"
Fig 4
Resource allocation results with ${\mathit{\boldsymbol{h}}_1} $"
Fig 5
Resource allocation results with ${\mathit{\boldsymbol{h}}_2} $"
Fig 6
BCRB of target tracking with ${\mathit{\boldsymbol{h}}_1} $"
Fig 7
BCRB of target tracking with ${\mathit{\boldsymbol{h}}_2} $"
Fig 8
Square root of the localization error in two distributed MIMO radar configurations with ${\mathit{\boldsymbol{h}}_1} $"
Fig 9
BCRB and square root of the localization ($\bm{h_1}$)"
| 1 |
MOHAMMAD M C, MOJTABA R, MOHAMMAD N M, et al. Improving MIMO radar's performance through receivers'positioning. IET Signal Processing, 2017, 11 (5): 622- 630.
doi: 10.1049/iet-spr.2016.0556 |
| 2 |
LI J, STOICA P. MIMO radar with colocated antennas. IEEE Signal Processing Magazine, 2007, 24 (5): 106- 114.
doi: 10.1109/MSP.2007.904812 |
| 3 | CHEN H W, LI X, ZHUANG Z. A rising radar system-MIMO radar. Acta Electronica Sinica, 2012, 40 (6): 1190- 1198. |
| 4 |
HAIMOVICH A M, BLUM R S, CIMINI L J. MIMO radar with widely separated antennas. IEEE Signal Processing Magazine, 2008, 25 (1): 116- 129.
doi: 10.1109/MSP.2008.4408448 |
| 5 |
LI J, STOICA P, XU L, et al. On parameter identifiability of MIMO radar. IEEE Signal Processing Letters, 2007, 14 (12): 968- 971.
doi: 10.1109/LSP.2007.905051 |
| 6 |
GODRICH H, HAIMOVICH A M, BLUM R S. Target localization accuracy gain in MIMO radar-based systems. IEEE Trans. on Information Theory, 2010, 56 (6): 2783- 2803.
doi: 10.1109/TIT.2010.2046246 |
| 7 | GODRICH H, CHIRIAC V, HAIMOVICH A M, et al. Target tracking in MIMO radar systems:techniques and performance analysis. Proc. of the IEEE Radar Conference, 2010, 1111- 1116. |
| 8 |
CHEN Y, ZHANG Q, LUO Y. Multi-target radar imaging based on phased-MIMO technique-part Ⅱ:adaptive resource allocation. IEEE Sensors Journal, 2017, 17 (19): 6198- 6209.
doi: 10.1109/JSEN.2017.2740038 |
| 9 |
ANASTASIOS D, ANASTASIA P, SANGARAPILLAI L. Game-theoretic power allocation and the Nash equilibrium analysis for a multistatic MIMO radar network. IEEE Trans. on Signal Processing, 2017, 65 (24): 6397- 6408.
doi: 10.1109/TSP.2017.2755591 |
| 10 | GAO L Y, ZHENG N E, SONG X Y. Review on resource allocation in MIMO radar. Proc. of the IEEE International Conference on Computer&Communications, 2017, 1- 6. |
| 11 |
YAN J K, PU W, LIU H. Robust chance constrained power allocation scheme for multiple target localization in colocated MIMO radar system. IEEE Trans. on Signal Processing, 2018, 66 (15): 3946- 3957.
doi: 10.1109/TSP.2018.2841865 |
| 12 | GODRICH H, PETROPULU A, POOR H V. Cluster allocation schemes for target tracking in multiple radar architectures. Proc. of Signals, Systems and Computers Conference, 2011, 863- 867. |
| 13 | SONG X Y, ZHENG N E, BAI T. Resource allocation schemes for multiple targets tracking in distributed MIMO radar systems. International Journal of Antennas&Propagation, 2017, 10, 1- 12. |
| 14 | GODRICH H, PETROPULU A, POOR H V. Resource allocation schemes for target localization in distributed multiple radar architectures. Proc. of the European Signal Processing Conference, 2010, 23- 27. |
| 15 |
GODRICH H, PETROPULU A, POOR H V. Power allocation strategies for target localization in distributed multiple-radar architecture. IEEE Trans. on Signal Processing, 2011, 59 (7): 3226- 3240.
doi: 10.1109/TSP.2011.2144976 |
| 16 |
GARCIA N, HAIMOVICH A, COULON M, et al. Resource allocation in MIMO radar with multiple targets for noncoherent localization. IEEE Trans. on Signal Processing, 2014, 62 (10): 2656- 2666.
doi: 10.1109/TSP.2014.2315169 |
| 17 |
MA B, CHEN H, SUN B, et al. A joint scheme of antenna selection and power allocation for localization in MIMO radar sensor networks. IEEE Communications Letters, 2014, 18 (12): 2225- 2228.
doi: 10.1109/LCOMM.2014.2365206 |
| 18 |
CHEN H, TA S, SUN B. Cooperative game approach to power allocation for target tracking in distributed MIMO radar sensor networks. IEEE Sensors Journal, 2015, 15 (10): 5423- 5432.
doi: 10.1109/JSEN.2015.2431261 |
| 19 | HU H Y, SUN Y, ZHENG N E. Resource allocation approach in distributed MIMO radar with multiple targets for velocity estimation. Journal of Electronics&Information Technology, 2016, 38 (10): 2453- 2460. |
| 20 | WANG L, ZENG Y. Jamming power allocation strategy for MIMO radar based on MMSE and mutual information. IET Radar Sonar&Navigation, 2017, 11 (7): 1081- 1089. |
| 21 |
BECK A, BENTAL A, TETRUASHVILI L. A sequential parametric convex approximation method with applications to nonconvex truss topology design problems. Journal of Global Optimization, 2010, 47 (1): 29- 51.
doi: 10.1007/s10898-009-9456-5 |
| 22 | DAI W H, SHEN Y, WIN M Z. On the minimum number of active anchors for optimal localization. Proc. of the IEEE Global Communication Conference, 2012, 4951- 4956. |
| 23 | DAI W H, SHEN Y, WIN M Z. Sparsity-inspired power allocation for network localization. Proc. of the IEEE International Conference Communication, 2012, 2785- 2790. |
| 24 | MARKS B R, WRIGHT G P. A general inner approximation algorithm for nonconvex mathematical problems. Journal of Operational Research, 1978, 26 (4): 681- 683. |
| 25 | ASPREMONT A, BOYD S. Relaxations and randomized methods for nonconvex QCQPs. EE392o Class Notes, Stanford University, 2013. |
| 26 |
LI J, WU R. An efficient algorithm for time delay estimation. IEEE Trans. on Signal Processing, 1998, 46 (8): 2231- 2235.
doi: 10.1109/78.705444 |
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