A MAC protocol for delay-sensitive VANET applications with self-learning contention scheme

2014 ◽  
Author(s):  
Celimuge Wu ◽  
Satoshi Ohzahata ◽  
Yusheng Ji ◽  
Toshihiko Kato
Keyword(s):  
Mac Protocol ◽  
Delay Sensitive ◽  
Self Learning

scholarly journals L-MAC: A wake-up time self-learning MAC protocol for wireless sensor networks

2016 ◽  
Vol 105 ◽  
pp. 33-46 ◽  
Author(s):  
Thanh Dinh ◽  
Younghan Kim ◽  
Tao Gu ◽  
Athanasios V. Vasilakos
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Mac Protocol ◽  
Wireless Sensor ◽  
Self Learning

scholarly journals Delay Sensitive and Interference Aware MAC Protocol for WSN

2016 ◽  
Vol 9 (4) ◽  
pp. 126-135
Author(s):  
Srinivasan Gopalan ◽  
◽  
Murugappan S ◽  
Keyword(s):  
Mac Protocol ◽  
Delay Sensitive

scholarly journals Self-Learning-Based Data Aggregation Scheduling Policy in Wireless Sensor Networks

2018 ◽  
Vol 2018 ◽  
pp. 1-12 ◽  
Author(s):  
Yao Lu ◽  
Taihua Zhang ◽  
Erbao He ◽  
Ioan-Sorin Comşa
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
High Efficiency ◽  
Mac Protocol ◽  
Global Network ◽  
Wireless Sensor ◽  
Optimal Sequence ◽  
Scheduling Policy ◽  
Slot Scheduling ◽  
Self Learning

The problems of reducing the transmission delay and maximizing the sensor lifetime are always hot research topics in the domain of wireless sensor networks (WSNs). By excluding the influence of routing protocol on the transmission direction of data packets, the MAC protocol which controls the time point of transmission and reception is also an important factor on the communication performance. Many existing works attempt to address these problems by using time slot scheduling policy. However, most of them exploit the global network knowledge to construct a stationary scheduling, which violates the dynamic and scalable nature of WSNs. In order to realize the distributed computation and self-learning, we propose to integrate the Q-learning into the exploring process of an adaptive slot scheduling with high efficiency. Due to the convergence nature, the scheduling quickly approaches an approximate optimal sequence along with the execution of frames. By conducting the corresponding simulations, the feasibility and the high efficiency of the proposed method can be validated.

scholarly journals A Reliable Token-Based MAC Protocol for Delay Sensitive Platooning Applications

2015 ◽  
Author(s):  
Ali Balador ◽  
Annette Bohm ◽  
Elisabeth Uhlemann ◽  
Carlos T. Calafate ◽  
Juan-Carlos Cano
Keyword(s):  
Mac Protocol ◽  
Delay Sensitive
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