Optimal Linear Fusion for Distributed Detection Via Semidefinite Programming

@article{Quan2010OptimalLF,
  title={Optimal Linear Fusion for Distributed Detection Via Semidefinite Programming},
  author={Zhi Quan and Wing-Kin Ma and Shuguang Cui and Ali H. Sayed},
  journal={IEEE Transactions on Signal Processing},
  year={2010},
  volume={58},
  pages={2431-2436}
}
Consider the problem of signal detection via multiple distributed noisy sensors. We study a linear decision fusion rule of [Z. Quan, S. Cui, and A. H. Sayed, ¿Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks,¿ IEEE J. Sel. Topics Signal Process., vol. 2, no. 1, pp. 28-40, Feb. 2008] to combine the local statistics from individual sensors into a global statistic for binary hypothesis testing. The objective is to maximize the probability of detection subject to an upper… CONTINUE READING
Highly Cited
This paper has 95 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 49 extracted citations

96 Citations

0102030'09'11'13'15'17
Citations per Year
Semantic Scholar estimates that this publication has 96 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 13 references

Convex Optimization

  • S. Boyd, L. Vandenberghe
  • Cambridge, U.K.: Cambridge Univ. Press
  • 2003
Highly Influential
5 Excerpts

Distributed detection with multiple sensors: Part II—Advanced topics,

  • R. S. Blum, S. A. Kassam, H. V. Poor
  • Proc. IEEE,
  • 1997
1 Excerpt

Distributed detection with multiple sensors: Part I—Fundamentals,

  • R. Viswanathan, P. K. Varshney
  • Proc. IEEE,
  • 1997
2 Excerpts

Bougoulias, “Optimal distributed decision fusion,

  • S. Thomopoulos, R. Viswanathan
  • IEEE Trans. Aerosp. Electron. Syst.,
  • 1989
2 Excerpts

Optimal distributed decision fusion

  • R. Viswanathan S. Thomopoulos, D. Bougoulias
  • IEEE Trans . Aerosp . Electron . Syst .
  • 1989

Similar Papers

Loading similar papers…