DocumentCode
730519
Title
Exact asymptotics of distributed detection over adaptive networks
Author
Matta, Vincenzo ; Braca, Paolo ; Marano, Stefano ; Sayed, Ali H.
Author_Institution
Dept. of Inf. & Electr. Eng. & Appl. Math., Univ. of Salerno, Fisciano, Italy
fYear
2015
fDate
19-24 April 2015
Firstpage
3377
Lastpage
3381
Abstract
In [1], an important step toward the characterization of distributed detection over adaptive networks has been made by establishing the fundamental scaling law of the error probabilities. However, empirical evidence reported in [1] revealed that a refined asymptotic analysis is necessary in order to capture the exact impact of network connectivity on the detection performance of each individual agent. Here we address this open issue by exploiting the framework of exact asymptotics.
Keywords
adaptive signal detection; error statistics; adaptive networks; distributed detection; empirical evidence; error probabilities; exact asymptotics; fundamental scaling law; network connectivity; refined asymptotic analysis; Adaptive systems; Error probability; Indexes; Network topology; Sensors; Steady-state; Wireless sensor networks; Distributed detection; adaptive network; diffusion strategy; exact asymptotics; large deviations;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location
South Brisbane, QLD
Type
conf
DOI
10.1109/ICASSP.2015.7178597
Filename
7178597
Link To Document