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Probabilistic Modeling and Optimization of Real-Time Protocol for Multifunction Vehicle Bus 被引量:2

Probabilistic Modeling and Optimization of Real-Time Protocol for Multifunction Vehicle Bus
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摘要 In this paper, we present the modeling and optimization of a Real-Time Protocol(RTP) used in Train Communication Networks(TCN). In the proposed RTP, message arbitration is represented by a probabilistic model and the number of arbitration checks is minimized by using the probability of device activity. Our optimized protocol is fully compatible with the original standard and can thus be implemented easily. The experimental results demonstrate that the proposed algorithm can reduce the number of checks by about 50%, thus significantly enhancing bandwidth. In this paper, we present the modeling and optimization of a Real-Time Protocol(RTP) used in Train Communication Networks(TCN). In the proposed RTP, message arbitration is represented by a probabilistic model and the number of arbitration checks is minimized by using the probability of device activity. Our optimized protocol is fully compatible with the original standard and can thus be implemented easily. The experimental results demonstrate that the proposed algorithm can reduce the number of checks by about 50%, thus significantly enhancing bandwidth.
机构地区 School of Software
出处 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2016年第5期561-569,共9页 清华大学学报(自然科学版(英文版)
基金 supported by the National Natural Science Foundation of China (Nos. U1201251 and 61402248) the National Key Technologies Research and Development Program of China (No. 2015BAG14B01-02) MIIT IT funds (Research and application of TCN key technologies) of China
关键词 train communication network probabilistic modelling protocol optimization train communication network probabilistic modelling protocol optimization
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