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.
| Original language | English |
|---|---|
| Article number | 6823159 |
| Pages (from-to) | 4050-4065 |
| Number of pages | 16 |
| Journal | IEEE Transactions on Wireless Communications |
| Volume | 13 |
| Issue number | 7 |
| DOIs | |
| State | Published - Jul 2014 |
| Externally published | Yes |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- dynamic programming
- energy efficiency
- Hybrid medium access control (MAC)
- IEEE 802.15.4
- Markov decision process (MDP)
- slotted carrier-sense multiple access with collision avoidance (CSMA/CA)
- time-division multiple access (TDMA)
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