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    • 1. 发明申请
    • OPTIMIZING VEHICULAR DYNAMIC SPECTRUM ACCESS USING CASE-BASED LEARNING TECHNIQUES
    • 基于案例的学习技巧优化车辆动态频谱访问
    • WO2013069819A9
    • 2013-06-27
    • PCT/JP2012079873
    • 2012-11-09
    • TOYOTA INFOTECH CT CO LTDTOYOTA MOTOR CO LTDVUYYURU RAMA KCHEN SI
    • VUYYURU RAMA KCHEN SI
    • H04W16/14H04W74/08
    • H04W16/14H04W72/02H04W72/06
    • A system and method for optimizing spectrum access in data communications is disclosed. The system comprises a case module, a selection engine, an evaluation module and an update module. The case module determines a present case based at least in part on sensor data and environmental data, determines a matching case for the present case and configures one or more channel profiles for the present case based at least in part on the matching case. The selection engine selects a first channel based on the one or more channel profiles. The first channel is associated with a first channel profile from the one or more channel profiles. The evaluation module evaluates a first channel performance for the first channel and generates a first channel reward for the first channel. The update module updates the first channel profile based at least in part on the first channel reward.
    • 公开了一种用于优化数据通信中的频谱访问的系统和方法。 该系统包括案例模块,选择引擎,评估模块和更新模块。 案例模块至少部分地基于传感器数据和环境数据来确定当前案例,为当前情况确定匹配案例并且至少部分地基于匹配案例来配置当前案例的一个或多个通道简档。 选择引擎基于一个或多个频道简档来选择第一频道。 第一频道与来自一个或多个频道简档的第一频道简档相关联。 评估模块评估第一频道的第一频道性能并为第一频道生成第一频道奖励。 更新模块至少部分地基于第一频道奖励来更新第一频道简档。