TY - JOUR
T1 - Quantum-Position-Locked Loop
T2 - New Concept for Collaborative Beam Forming for UAV Swarm
AU - Arya, Sudhanshu
AU - Wang, Ying
N1 - Publisher Copyright:
© 2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Future developments in aerial communication infrastructures hold great potential for further enhancement through the use of synchronized, harmonious swarms of uncrewed aerial vehicles (UAVs), capable of performing high-precision tasks such as beamforming and distributed Multiple Input Multiple Output (MIMO), where multiple transmitting and receiving antennas are spread across different locations, rather than being concentrated in a single device or base station. Collaborative UAV swarm-assisted distributed beam forming faces significant electronic and mechanical challenges due to the random hovering effects. We propose a novel quantum computing method for distributed beam-reforming in hovering-impaired UAV-assisted systems. Introducing the concept of quantum-position-lock loop (Q-P-LL), we achieve real-time positioning and accurate tracing of UAVs through a novel quantum optimization of combined Grover/Nelder-Mead algorithms. Q-P-LL overcomes beam distortion caused by random hovering, dynamically collects real-time positioning information, and predicts joint positioning control signals for beam-reforming, which forms reliable aerial links by flexible and accessible UAV hardware. Our results demonstrates robust performance despite the existence of measurement errors in the Angle of Arrival (AoA) within 10 degrees. This allows us to maintain the accuracy of the position lock at an average of 2.5 cm among UAV swarm size of 4, 6, and 8, guaranteeing a stable beam with high precision.
AB - Future developments in aerial communication infrastructures hold great potential for further enhancement through the use of synchronized, harmonious swarms of uncrewed aerial vehicles (UAVs), capable of performing high-precision tasks such as beamforming and distributed Multiple Input Multiple Output (MIMO), where multiple transmitting and receiving antennas are spread across different locations, rather than being concentrated in a single device or base station. Collaborative UAV swarm-assisted distributed beam forming faces significant electronic and mechanical challenges due to the random hovering effects. We propose a novel quantum computing method for distributed beam-reforming in hovering-impaired UAV-assisted systems. Introducing the concept of quantum-position-lock loop (Q-P-LL), we achieve real-time positioning and accurate tracing of UAVs through a novel quantum optimization of combined Grover/Nelder-Mead algorithms. Q-P-LL overcomes beam distortion caused by random hovering, dynamically collects real-time positioning information, and predicts joint positioning control signals for beam-reforming, which forms reliable aerial links by flexible and accessible UAV hardware. Our results demonstrates robust performance despite the existence of measurement errors in the Angle of Arrival (AoA) within 10 degrees. This allows us to maintain the accuracy of the position lock at an average of 2.5 cm among UAV swarm size of 4, 6, and 8, guaranteeing a stable beam with high precision.
KW - Beam forming
KW - Q-P-LL
KW - quantum
KW - UAV
UR - http://www.scopus.com/inward/record.url?scp=85210535061&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85210535061&partnerID=8YFLogxK
U2 - 10.1109/LWC.2024.3508657
DO - 10.1109/LWC.2024.3508657
M3 - Article
AN - SCOPUS:85210535061
SN - 2162-2337
VL - 14
SP - 440
EP - 444
JO - IEEE Wireless Communications Letters
JF - IEEE Wireless Communications Letters
IS - 2
ER -