Alternating Direction Method of Multipliers-Based Constant Modulus Waveform Design for Dual-Function Radar-Communication Systems

In this paper, we design constant modulus waveforms for dual-function radar-communication (DFRC) systems based on a multi-input multi-output (MIMO) configuration of sensors for a far-field scenario. At first, we formulate a non-convex optimization problem subject to waveform synthesis for minimizing...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Entropy (Basel, Switzerland) Ročník 25; číslo 7; s. 1027
Hlavní autoři: Saleem, Ahmed, Basit, Abdul, Munir, Muhammad Fahad, Waseem, Athar, Khan, Wasim, Malik, Aqdas Naveed, AlQahtani, Salman A., Daraz, Amil, Pathak, Pranavkumar
Médium: Journal Article
Jazyk:angličtina
Vydáno: Switzerland MDPI AG 06.07.2023
MDPI
Témata:
ADMM
Algorithms
Antennas
Bit error rate
Communications systems
Computational geometry
Convex analysis
Convexity
Design
dual-function radar communication
High gain
Methods
MIMO communication
Multipliers
Optimization
Radar
Radar beams
Radar systems
Sensors
Sidelobe reduction
Sidelobes
Simulation methods
waveform design
Waveforms
waveform design
ADMM
MIMO communication
dual-function radar communication
ISSN:1099-4300, 1099-4300
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Popis
Shrnutí:In this paper, we design constant modulus waveforms for dual-function radar-communication (DFRC) systems based on a multi-input multi-output (MIMO) configuration of sensors for a far-field scenario. At first, we formulate a non-convex optimization problem subject to waveform synthesis for minimizing the interference power while maintaining a constant modulus constraint. Next, we solve this non-convex problem, iteratively, using the alternating direction method of multipliers (ADMM) algorithm. Importantly, the designed waveforms approximate a desired beampattern in terms of a high-gain radar beam and a slightly high gain communication beam while maintaining a desired low sidelobe level. The designed waveforms ensure an improved detection probability and an improved bit error rate (BER) for radar and communications parts, respectively. Finally, we demonstrate the effectiveness of the proposed method through simulation results.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ISSN:1099-4300
1099-4300
DOI:10.3390/e25071027