Drone Swarm Waveform and Array Design for Range Profile-Based Electromagnetic Disguise

Utilizing the dual degrees-of-freedom in the positions of array elements and waveform of drone swarm, range profile (RP)-based electromagnetic disguise is investigated in this paper. Based on the captured transmit waveform (TW) of the hostile target and the desired range profile (DRP) of a user-defined high-valued target (HVT), the swarm transmits the designed waveform toward the hostile, causing its obtained RP (ORP) through matched filtering to be close to the DRP. In doing so, the hostile target is deceived by the disguised HVT via the drones electromagnetically. Maximizing the cosine similarity between the ORP and DRP is formulated as a fractional optimization problem. To address it, a successive factor is first introduced to transform the complex objective function into a polynomial form. While for solving the intricate issue of sum-of-exponent caused by drone coordinates appearing in the steering vector, we introduce the adaptive moment estimate into the block coordinate descent framework for iterative position updates. Furthermore, algorithm robustification for inaccurate TW is conducted. Simulation results demonstrate the effectiveness of the developed algorithms.

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Publication Details

Journal
IEEE Transactions on Signal Processing
Published
2025-01-01
DOI
https://doi.org/10.1109/tsp.2025.3601671
Citations
1
Primary Topic
Antenna Design and Optimization
Type
article
Field-Weighted Citation Impact
4.99
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Drone Swarm Waveform and Array Design for Range Profile-Based Electromagnetic Disguise

Junli Liang, Hing Cheung So, Tao Wang, Zhaozhao Gao et al.
1 citations
IEEE Transactions on Signal Processing
Antenna Design and Optimization
4.99
article

Drone Swarm Waveform and Array Design for Range Profile-Based Electromagnetic Disguise

Junli Liang, Hing Cheung So, Tao Wang, Zhaozhao Gao, Ming Gu
article en
1 citations

Abstract

Utilizing the dual degrees-of-freedom in the positions of array elements and waveform of drone swarm, range profile (RP)-based electromagnetic disguise is investigated in this paper. Based on the captured transmit waveform (TW) of the hostile target and the desired range profile (DRP) of a user-defined high-valued target (HVT), the swarm transmits the designed waveform toward the hostile, causing its obtained RP (ORP) through matched filtering to be close to the DRP. In doing so, the hostile target is deceived by the disguised HVT via the drones electromagnetically. Maximizing the cosine similarity between the ORP and DRP is formulated as a fractional optimization problem. To address it, a successive factor is first introduced to transform the complex objective function into a polynomial form. While for solving the intricate issue of sum-of-exponent caused by drone coordinates appearing in the steering vector, we introduce the adaptive moment estimate into the block coordinate descent framework for iterative position updates. Furthermore, algorithm robustification for inaccurate TW is conducted. Simulation results demonstrate the effectiveness of the developed algorithms.

IEEE Transactions on Signal ProcessingVol. 73
City University of Hong Kong (HK), Northwestern Polytechnical University (CN), PLA Electronic Engineering Institute (CN), National Engineering Research Center of Electromagnetic Radiation Control Materials (CN)
Affordable and clean energy
Openalex Percentile: Top 5%
Antenna Design and Optimization
4.99
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Drone Swarm Waveform and Array Design for Range Profile-Based Electromagnetic Disguise — Junli Liang, Hing Cheung So, et al. · IEEE Transactions on Signal Processing (2025) | TGRS Research Map | TGRS