• Standalone positioning technologies are inadequate in complex low-altitude settings; multi-source fusion and UAV swarm cooperative positioning are identified as pivotal future trends.
• A novel “space−air−ground” integrated and cooperative positioning architecture centered on GNSS and 5G is proposed for low-altitude intelligent networks.
• The three-layer (ground, aerial, space) architecture reuses existing infrastructure to reduce deployment costs and deeply integrates communication and navigation capabilities.
• The proposed framework enhances positioning robustness and provides cost-effective, ubiquitous, and highly reliable positioning services, while highlighting promising research directions for LAIN.
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