Congestion avoidance and control
SIGCOMM '88 Symposium proceedings on Communications architectures and protocols
The Complexity of Optimal Queuing Network Control
Mathematics of Operations Research
Modeling TCP Reno performance: a simple model and its empirical validation
IEEE/ACM Transactions on Networking (TON)
Markov Decision Processes: Discrete Stochastic Dynamic Programming
Markov Decision Processes: Discrete Stochastic Dynamic Programming
Comparative study of various TCP versions over a wireless link with correlated losses
IEEE/ACM Transactions on Networking (TON)
Wireless Communications
TCP-Aware Channel Allocation in CDMA Networks
IEEE Transactions on Mobile Computing
Optimal selection of channel sensing order in cognitive radio
IEEE Transactions on Wireless Communications
A cross-layer TCP modelling framework for MIMO wireless systems
IEEE Transactions on Wireless Communications
TCP Performance Dynamics and Link-Layer Adaptation Based Optimization Methods for Wireless Networks
IEEE Transactions on Wireless Communications
Sensing-Throughput Tradeoff for Cognitive Radio Networks
IEEE Transactions on Wireless Communications
On myopic sensing for multi-channel opportunistic access: structure, optimality, and performance
IEEE Transactions on Wireless Communications - Part 2
TCP in wireless environments: problems and solutions
IEEE Communications Magazine
IEEE Communications Magazine
Spectrum sensing in cognitive radio networks: requirements, challenges and design trade-offs
IEEE Communications Magazine
Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework
IEEE Journal on Selected Areas in Communications
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Cognitive radio (CR) is a promising technology to improve spectrum utilization. Most of previous work on CR networks concentrates on maximizing transmission rate in the physical layer. However, the end-to-end transmission control protocol (TCP) performance perceived by secondary users is also a very important factor in CR networks. In this paper, we propose a novel multi-channel access scheme in CR networks, where the channel access is based on the TCP throughput in the transport layer. Specifically, we formulate the channel access process in CR network as a restless bandit system. With this stochastic optimization formulation, the optimal channel access policy is indexable, meaning that the channels with highest indices should be selected to transmit TCP traffic. In addition, we exploit cross-layer design methodology to improve TCP throughput, where modulation and coding at the physical layer and frame size at the data-link layer are considered together with TCP throughput in the transport layer to improve TCP performance. Simulation results show the effectiveness of the proposed scheme.