一种自然语言指令到操作系统命令的转换方法及系统
By employing a layered processing architecture that combines a lightweight model with a task knowledge base in resource-constrained environments, the efficiency, accuracy, and security issues of natural language instruction conversion are resolved. This enables low-latency, high-precision conversion of natural language instructions into operating system commands, adapting to the interaction needs of edge computing devices and IoT terminals.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- NAT UNIV OF DEFENSE TECH
- Filing Date
- 2026-04-14
- Publication Date
- 2026-07-17
AI Technical Summary
Existing technologies have failed to effectively address the combined needs of efficiency, accuracy, low power consumption, and local security in natural language instruction conversion under resource-constrained environments. In particular, in edge computing devices and IoT terminals, existing solutions suffer from network latency, privacy risks, computing power limitations, and insufficient semantic understanding capabilities.
A layered processing architecture combining a lightweight model and a task knowledge base is adopted, including an intent coarse screening layer, a fast matching layer, a fuzzy arbitration layer, and a secure execution layer. Through preprocessing, intent classification, mixed pattern matching, and three-level security verification, the conversion of natural language instructions into operating system commands is realized.
It achieves low-latency, high-precision, and high-security natural language command conversion in resource-constrained environments, adapts to terminal resource limitations, improves user experience and interaction efficiency, and ensures data security.
Smart Images
Figure CN122018906B_ABST