Statistics

Optimization problem

Engineering

Artificial intelligence

Power (physics)

Resource management (computing)

Resource allocation

Physics

Channel (broadcasting)

Mathematics

Lyapunov redesign

Access control

Quantum mechanics

Chaotic

Computer science

Algorithm

Distributed computing

Lyapunov optimization

Automation

Key (lock)

Computer network

Matching (statistics)

Lyapunov exponent

Computer security

Power control

Mechanical engineering

IEEE Transactions on Industrial Informatics

Machine-to-machine communication with autonomous data acquisition and exchange plays a key role in realizing the "control"-oriented tactile Internet applications such as industrial automation. In this paper, we develop a two-stage access control and resource allocation algorithm. In the first stage, we propose a contract-based incentive mechanism to motivate some delay-tolerant machine-type communication devices to postpone their access demands in exchange for higher access opportunities. In the second stage, a long-term cross-layer online resource allocation approach is proposed based on Lyapunov optimization, which jointly optimizes rate control, power allocation, and channel selection without prior knowledge of channel states. Particularly, the joint power allocation and channel selection problem is formulated as a two-dimensional matching problem, and solved by a pricing-based stable matching approach. Finally, the performance of the proposed algorithm is verified under various simulation scenarios.

Access Control and Resource Allocation for M2M Communications in Industrial Automation