Papers
Topics
Authors
Recent
Gemini 2.5 Flash
Gemini 2.5 Flash
143 tokens/sec
GPT-4o
7 tokens/sec
Gemini 2.5 Pro Pro
46 tokens/sec
o3 Pro
4 tokens/sec
GPT-4.1 Pro
38 tokens/sec
DeepSeek R1 via Azure Pro
28 tokens/sec
2000 character limit reached

Sensing Aided Covert Communications: Turning Interference into Allies (2307.11345v2)

Published 21 Jul 2023 in cs.IT, eess.SP, and math.IT

Abstract: In this paper, we investigate the realization of covert communication in a general radar-communication cooperation system, which includes integrated sensing and communications as a special example. We explore the possibility of utilizing the sensing ability of radar to track and jam the aerial adversary target attempting to detect the transmission. Based on the echoes from the target, the extended Kalman filtering technique is employed to predict its trajectory as well as the corresponding channels. Depending on the maneuvering altitude of adversary target, two channel state information (CSI) models are considered, with the aim of maximizing the covert transmission rate by jointly designing the radar waveform and communication transmit beamforming vector based on the constructed channels. For perfect CSI under the free-space propagation model, by decoupling the joint design, we propose an efficient algorithm to guarantee that the target cannot detect the transmission. For imperfect CSI due to the multi-path components, a robust joint transmission scheme is proposed based on the property of the Kullback-Leibler divergence. The convergence behaviour, tracking MSE, false alarm and missed detection probabilities, and covert transmission rate are evaluated. Simulation results show that the proposed algorithms achieve accurate tracking. For both channel models, the proposed sensing-assisted covert transmission design is able to guarantee the covertness, and significantly outperforms the conventional schemes.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (33)
  1. B. Li, Z. Fei, C. Zhou, and Y. Zhang, “Physical-layer security in space information networks: A survey,” IEEE Internet Things J., vol. 7, no. 1, pp. 33–52, 2020.
  2. P. C. Pinto and M. Z. Win, “Design of covert military networks: A spectral outage-based approach,” in MILCOM 2006 - 2006 IEEE Military Communications conference, 2006, pp. 1–6.
  3. O. Shmuel, A. Cohen, and O. Gurewitz, “Multi-antenna jamming in covert communication,” IEEE Trans. Commun., vol. 69, no. 7, pp. 4644–4658, 2021.
  4. B. A. Bash, D. Goeckel, and D. Towsley, “Limits of reliable communication with low probability of detection on AWGN channels,” IEEE J. Sel. Areas Commun., vol. 31, no. 9, pp. 1921–1930, 2013.
  5. ——, “LPD communication when the warden does not know when,” in 2014 IEEE International Symposium on Information Theory, 2014, pp. 606–610.
  6. S. Lee, R. J. Baxley, M. A. Weitnauer, and B. Walkenhorst, “Achieving undetectable communication,” IEEE J. Sel. Topics Signal Process., vol. 9, no. 7, pp. 1195–1205, 2015.
  7. K. Shahzad and X. Zhou, “Covert wireless communications under quasi-static fading with channel uncertainty,” IEEE Trans. Inf. Forensics Security, vol. 16, pp. 1104–1116, 2021.
  8. T. V. Sobers, B. A. Bash, S. Guha, D. Towsley, and D. Goeckel, “Covert communication in the presence of an uninformed jammer,” IEEE Trans. Wireless Commun., vol. 16, no. 9, pp. 6193–6206, 2017.
  9. R. Soltani, D. Goeckel, D. Towsley, B. A. Bash, and S. Guha, “Covert wireless communication with artificial noise generation,” IEEE Trans. Wireless Commun., vol. 17, no. 11, pp. 7252–7267, 2018.
  10. K. Shahzad, X. Zhou, S. Yan, J. Hu, F. Shu, and J. Li, “Achieving covert wireless communications using a full-duplex receiver,” IEEE Trans. Wireless Commun., vol. 17, no. 12, pp. 8517–8530, 2018.
  11. M. Forouzesh, P. Azmi, N. Mokari, and D. Goeckel, “Covert communication using null space and 3D beamforming: Uncertainty of Willie’s location information,” IEEE Trans. Veh. Technol., vol. 69, no. 8, pp. 8568–8576, 2020.
  12. S. Ma, Y. Zhang, H. Li, S. Lu, N. Al-Dhahir, S. Zhang, and S. Li, “Robust beamforming design for covert communications,” IEEE Trans. Inf. Forensics Security, vol. 16, pp. 3026–3038, 2021.
  13. B. Li, Z. Fei, and Y. Zhang, “UAV communications for 5G and beyond: Recent advances and future trends,” IEEE Internet Things J., vol. 6, no. 2, pp. 2241–2263, 2019.
  14. X. Yuan, Z. Feng, W. Ni, R. P. Liu, J. A. Zhang, and W. Xu, “Secrecy performance of terrestrial radio links under collaborative aerial eavesdropping,” IEEE Trans. Inf. Forensics Security, vol. 15, pp. 604–619, 2020.
  15. H.-M. Wang, Y. Zhang, X. Zhang, and Z. Li, “Secrecy and covert communications against UAV surveillance via multi-hop networks,” IEEE Trans. Commun., vol. 68, no. 1, pp. 389–401, 2020.
  16. K. Wu, J. A. Zhang, X. Huang, and Y. J. Guo, “Integrating low-complexity and flexible sensing into communication systems,” IEEE J. Sel. Areas Commun., vol. 40, no. 6, pp. 1873–1889, 2022.
  17. J. A. Zhang, M. L. Rahman, K. Wu, X. Huang, Y. J. Guo, S. Chen, and J. Yuan, “Enabling joint communication and radar sensing in mobile networks—a survey,” IEEE Commun. Surveys Tuts., vol. 24, no. 1, pp. 306–345, 2022.
  18. X. Chen, Z. Feng, J. Andrew Zhang, Z. Wei, X. Yuan, and P. Zhang, “Sensing-aided uplink channel estimation for joint communication and sensing,” IEEE Wireless Commun. Lett., vol. 12, no. 3, pp. 441–445, 2023.
  19. F. Liu, C. Masouros, A. P. Petropulu, H. Griffiths, and L. Hanzo, “Joint radar and communication design: Applications, state-of-the-art, and the road ahead,” IEEE Trans. Commun., vol. 68, no. 6, pp. 3834–3862, 2020.
  20. X. Wang, Z. Fei, J. A. Zhang, and J. Huang, “Sensing-assisted secure uplink communications with full-duplex base station,” IEEE Commun. Lett., vol. 26, no. 2, pp. 249–253, 2022.
  21. P. Liu, Z. Fei, X. Wang, J. A. Zhang, Z. Zheng, and Q. Zhang, “Securing multi-user uplink communications against mobile aerial eavesdropper via sensing,” IEEE Trans. Veh. Technol., vol. 72, no. 7, pp. 9608–9613, July 2023.
  22. S. Ma, H. Sheng, R. Yang, H. Li, Y. Wu, C. Shen, N. Al-Dhahir, and S. Li, “Covert beamforming design for integrated radar sensing and communication systems,” IEEE Trans. Wireless Commun., pp. 1–1, 2022.
  23. M. Rihan and L. Huang, “Optimum co-design of spectrum sharing between MIMO radar and MIMO communication systems: An interference alignment approach,” IEEE Trans. Veh. Technol., vol. 67, no. 12, pp. 11 667–11 680, 2018.
  24. X. Wang, Z. Fei, J. Guo, Z. Zheng, and B. Li, “RIS-assisted spectrum sharing between MIMO radar and MU-MISO communication systems,” IEEE Wireless Commun. Lett., vol. 10, no. 3, pp. 594–598, 2021.
  25. Z. Zhou, N. Ge, Z. Wang, and L. Hanzo, “Joint transmit precoding and reconfigurable intelligent surface phase adjustment: A decomposition-aided channel estimation approach,” IEEE Trans. Commun., vol. 69, no. 2, pp. 1228–1243, 2021.
  26. Z. Wei, F. Liu, D. W. Kwan Ng, and R. Schober, “Safeguarding UAV networks through integrated sensing, jamming, and communications,” in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 8737–8741.
  27. F. Liu, W. Yuan, C. Masouros, and J. Yuan, “Radar-assisted predictive beamforming for vehicular links: Communication served by sensing,” IEEE Trans. Wireless Commun., vol. 19, no. 11, pp. 7704–7719, 2020.
  28. K.-Y. Wang, A. M.-C. So, T.-H. Chang, W.-K. Ma, and C.-Y. Chi, “Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization,” IEEE Trans. Signal Process., vol. 62, no. 21, pp. 5690–5705, 2014.
  29. S. Yan, Y. Cong, S. V. Hanly, and X. Zhou, “Gaussian signalling for covert communications,” IEEE Trans. Wireless Commun., vol. 18, no. 7, pp. 3542–3553, 2019.
  30. W. Dinkelbach, “On nonlinear fractional programming,” Manage. Sci., vol. 13, no. 7, p. 492–498, mar 1967. [Online]. Available: https://doi.org/10.1287/mnsc.13.7.492
  31. Z.-q. Luo, W.-k. Ma, A. M.-c. So, Y. Ye, and S. Zhang, “Semidefinite relaxation of quadratic optimization problems,” IEEE Signal Process. Mag., vol. 27, no. 3, pp. 20–34, 2010.
  32. F. Liu, Y.-F. Liu, A. Li, C. Masouros, and Y. C. Eldar, “Cramér-Rao bound optimization for joint radar-communication beamforming,” IEEE Trans. Signal Process., vol. 70, pp. 240–253, 2022.
  33. Y. Huang, D. P. Palomar, and S. Zhang, “Lorentz-positive maps and quadratic matrix inequalities with applications to robust MISO transmit beamforming,” IEEE Trans. Signal Process., vol. 61, no. 5, pp. 1121–1130, 2013.
Citations (4)

Summary

We haven't generated a summary for this paper yet.