Wireless communication methods and wireless communication device
By dynamically configuring resources and setting model split points between collaborative user equipment and network-side equipment, the low latency problem of intermediate data transmission and inference result feedback in existing communication protocols is solved, improving computing efficiency and resource utilization, and making it suitable for real-time intelligent services in complex scenarios.
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- SHENZHEN TCL NEW-TECH CO LTD
- Filing Date
- 2024-12-13
- Publication Date
- 2026-06-18
AI Technical Summary
Existing communication protocols have low latency limitations in the uplink transmission of intermediate data and the downlink feedback of inference results, which cannot effectively support real-time intelligent services. Furthermore, existing conflict handling rules are not suitable for a large number of concurrent tasks, resulting in resource waste and increased latency, especially in multi-node collaborative scenarios, which further exacerbates end-to-end inference latency.
By collaborating with user devices and network-side devices on AI computing tasks, uplink physical resources are dynamically configured, flexible model split point settings are supported, the computing needs of different user devices are adapted, intermediate data reception and processing are optimized, the reliability and real-time performance of task execution are ensured, the computing power consumption of user devices is reduced, and network resource allocation is optimized.
It significantly improves the computational efficiency and resource utilization of artificial intelligence tasks, reduces computing energy consumption, optimizes network resource allocation, is suitable for a variety of complex scenarios, and meets the needs of efficient and low-latency artificial intelligence tasks.
Smart Images
Figure CN2024139342_18062026_PF_FP_ABST