Optimal Spectrum Sharing with ARQ-Based Legacy Users Via Chain Decoding

Research output: Contribution to journalArticlepeer-review

Abstract

This paper investigates the design of access policies in spectrum sharing networks by exploiting the retransmission protocol of legacy primary users (PUs) to improve the spectral efficiency via opportunistic retransmissions at secondary users (SUs) and chain decoding. The optimal policy maximizing the SU throughput under an interference constraint to the PU and its performance are found in closed form. It is shown that the optimal policy randomizes among three modes: Idle, the SU remains idle over the retransmission window of the PU, to avoid causing interference; Interference Cancellation, the SU transmits only after decoding the PU packet, to improve its own throughput via interference cancellation; and Always Transmit, the SU transmits over the retransmission window of the PU to maximize the future potential of interference cancellation via chain decoding. This structure is exploited to design a stochastic optimization algorithm to facilitate learning and adaptation when the model parameters are unknown or vary over time, based on ARQ feedback from the PU and CSI measurements at the SU receiver. It is shown numerically that, for a 10% interference constraint, the optimal access policy yields 15% improvement over a state-of-the-art scheme without SU retransmissions, and up to 2× gain over a scheme using a non-adaptive access policy instead of the optimal one.

Original languageEnglish (US)
Article number8412223
Pages (from-to)6122-6134
Number of pages13
JournalIEEE Transactions on Wireless Communications
Volume17
Issue number9
DOIs
StatePublished - Sep 2018
Externally publishedYes

Keywords

  • Cognitive radios
  • interference management
  • Markov decision processes
  • online learning

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

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