Title :
Distributed and Centralized Hybrid CSMA/CA-TDMA Schemes for Single-Hop Wireless Networks
Author :
Shrestha, Biva ; Hossain, Ekram ; Kae Won Choi
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Manitoba, Winnipeg, MB, Canada
Abstract :
The strength of carrier-sense multiple access with collision avoidance (CSMA/CA) can be combined with that of time-division multiple access (TDMA) to enhance the channel access performance in wireless networks such as the IEEE 802.15.4-based wireless personal area networks. In particular, the performance of legacy CSMA/CA-based medium access control scheme in congested networks can be enhanced through a hybrid CSMA/CA-TDMA scheme while preserving the scalability property. In this paper, we present distributed and centralized channel access models that follow the transmission strategies based on Markov decision process (MDP) to access both contention period and contention-free period in an intelligent way. The models consider the buffer status as an indication of congestion provided that the offered traffic does not exceed the channel capacity. We extend the models to consider the hidden node collision problem encountered due to the signal attenuation caused by channel fading. The simulation results show that the MDP-based distributed channel access scheme outperforms the legacy slotted CSMA/CA scheme. The centralized model outperforms the distributed model but requires the global information of the network.
Keywords :
Markov processes; carrier sense multiple access; channel capacity; fading channels; time division multiple access; IEEE 802.15.4-based wireless personal area networks; MDP-based distributed channel access scheme; Markov decision process; carrier-sense multiple access with collision avoidance; centralized channel access models; channel access performance; channel capacity; channel fading; congested networks; contention-free period; distributed channel access models; hidden node collision problem; hybrid CSMA-CA-TDMA scheme; legacy CSMA-CA-based medium access control scheme; signal attenuation; time-division multiple access; transmission strategies; wireless networks; IEEE 802.15 Standards; Media Access Protocol; Sensors; Throughput; Time division multiple access; Wireless communication; Hybrid medium access control (MAC); IEEE 802.15.4; Markov decision process (MDP); dynamic programming; energy efficiency; slotted carrier-sense multiple access with collision avoidance (CSMA/CA); time-division multiple access (TDMA);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2327102