A hierarchical system of learning automata that can learn the globally optimal path
Information Sciences: an International Journal
Learning automata with changing number of actions
IEEE Transactions on Systems, Man and Cybernetics
Multicluster, mobile, multimedia radio network
Wireless Networks
Approximating minimum size weakly-connected dominating sets for clustering mobile ad hoc networks
Proceedings of the 3rd ACM international symposium on Mobile ad hoc networking & computing
Topology control and routing in ad hoc networks: a survey
ACM SIGACT News
Dynamic TDMA Slot Assignment in Ad Hoc Networks
AINA '03 Proceedings of the 17th International Conference on Advanced Information Networking and Applications
Hybrid Dynamic Channel Assignment in Clustered Wireless Multihop CDMA/TDMA Ad Hoc Networks
Wireless Personal Communications: An International Journal
Dynamic frame length channel assignment in wireless multihop ad hoc networks
Computer Communications
Approximating the Minimum Connected Dominating Set in Stochastic Graphs Based on Learning Automata
ICIME '09 Proceedings of the 2009 International Conference on Information Management and Engineering
Graph Coloring Problem Based on Learning Automata
ICIME '09 Proceedings of the 2009 International Conference on Information Management and Engineering
Clustering the wireless Ad Hoc networks: A distributed learning automata approach
Journal of Parallel and Distributed Computing
Clustering the wireless Ad Hoc networks: A distributed learning automata approach
Journal of Parallel and Distributed Computing
Computer Networks: The International Journal of Computer and Telecommunications Networking
Wireless Personal Communications: An International Journal
On the Optimum Traffic Allocation in Heterogeneous CDMA/TDMA Networks
IEEE Transactions on Wireless Communications
The capacity of wireless networks
IEEE Transactions on Information Theory
Adaptive clustering for mobile wireless networks
IEEE Journal on Selected Areas in Communications
IEEE Journal on Selected Areas in Communications
A Learning Automata-Based Cognitive Radio for Clustered Wireless Ad-Hoc Networks
Journal of Network and Systems Management
A cellular learning automata-based algorithm for solving the vertex coloring problem
Expert Systems with Applications: An International Journal
Learning automata-based algorithms for solving stochastic minimum spanning tree problem
Applied Soft Computing
A link stability-based multicast routing protocol for wireless mobile ad hoc networks
Journal of Network and Computer Applications
LLACA: An adaptive localized clustering algorithm for wireless ad hoc networks
Computers and Electrical Engineering
Wireless Personal Communications: An International Journal
The Journal of Supercomputing
Sleep-based topology control in the Ad Hoc networks by using fitness aware learning automata
Computers & Mathematics with Applications
An adaptive learning automata-based ranking function discovery algorithm
Journal of Intelligent Information Systems
An adaptive learning to rank algorithm: Learning automata approach
Decision Support Systems
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In this paper, we design a dynamic frame length CDMA/TDMA scheme for clustered wireless ad hoc networks with unknown traffic parameters. In this scheme, the collision-free intra-cluster communications are organized by the cluster-heads using a TDMA scheme, and a CDMA scheme is overlaid on the TDMA to organize the interference-free inter-cluster communications. Therefore, to design such a scheme, we encounter three important problems, namely cluster formation, code assignment, and slot assignment. In this paper, we propose three algorithms to solve the addressed problems based on learning automata. In our scheme, by the proposed clustering algorithm, the wireless hosts are grouped into non-overlapping clusters. Then, by the proposed code assignment algorithm (considering the concept of code spatial reuse), an interference-free code is assigned to each cluster. Finally, by the slot assignment algorithm, each cluster member is assigned a fraction of TDMA frame proportional to its traffic load. The simulation results show that the proposed CDMA/TDMA scheme outperforms the existing methods in terms of almost all metrics of interest, specifically, under bursty traffic conditions.