This paper presents a new mathematical framework based on tensor algebra to enhance joint waveform guidance and control optimization (JWGCO) in multi-radar and multi-target contexts. The framework optimally minimizes a quadratic cost function related to the radar signal's energy and target tracking, accommodating pre-assigned and independently determined targets. The tensor approach translates traditional matrices into N -dimensional tensors, enabling the use of the Hadamard product for optimal control solutions linked to the tensor Riccati algebraic equation.

Optimal Parallel Waveform Design and Tracking Control of Multi-Radar Systems Using Tensor Algebra / Farina, A.; Carletta, S.; Palmerini, G. B.; De Angelis, F.. - (2025), pp. 1-6. ( IEEE Radar Conference, 2025 Atlanta, GA (USA) ) [10.1109/RADAR52380.2025.11031984].

Optimal Parallel Waveform Design and Tracking Control of Multi-Radar Systems Using Tensor Algebra

Carletta S.;Palmerini G. B.;De Angelis F.
2025

Abstract

This paper presents a new mathematical framework based on tensor algebra to enhance joint waveform guidance and control optimization (JWGCO) in multi-radar and multi-target contexts. The framework optimally minimizes a quadratic cost function related to the radar signal's energy and target tracking, accommodating pre-assigned and independently determined targets. The tensor approach translates traditional matrices into N -dimensional tensors, enabling the use of the Hadamard product for optimal control solutions linked to the tensor Riccati algebraic equation.
2025
IEEE Radar Conference, 2025
Hadamard matrices; Linear control systems; Optimal control systems; Quadratic programming; Radar tracking; Riccati equations; Tensors; Tracking radar; Waveform analysis
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Optimal Parallel Waveform Design and Tracking Control of Multi-Radar Systems Using Tensor Algebra / Farina, A.; Carletta, S.; Palmerini, G. B.; De Angelis, F.. - (2025), pp. 1-6. ( IEEE Radar Conference, 2025 Atlanta, GA (USA) ) [10.1109/RADAR52380.2025.11031984].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1744553
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