Application of reinforcement learning to medium access control for wireless sensor networks
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering
Reference36 articles.
1. Wireless sensor networks: a survey;Akyildiz;Comput. Netw.,2002
2. Abramson N., 1970. The aloha system: another alternative for computer communications, In: Proceedings of the AFIPS ׳70 (Fall), pp. 281–285.
3. Towards a collision-free WLAN: dynamic parameter adjustment in CSMA/E2CA;Barcelo;EURASIP J. Wirel. Commun. Netw,2011
4. Chu Y., Mitchell P.D., Grace D., 2012a. Reinforcement learning based ALOHA for multi-hop wireless sensor networks with informed receiving, In: Proceedings of the IET Conference on Wireless Sensor Systems (WSS), pp. 1–6.
5. Chu Y., Mitchell P.D., Grace D., 2012b. ALOHA and Q-Learning based medium access control for wireless sensor networks, In: Proceedings of the International Symposium on Wireless Communication Systems (ISWCS), pp. 511–515.
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